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User:CmdrObot/SpellList.py

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# $Id: SpellList.py 192 2008-02-22 02:38:59Z bfoley $
fastcorrect = {
    u"protocoll": u"protocol",
    u"porductions": u"productions",
    u"unquie": u"unique",
    u"unnimous": u"unanimous",
    u"unanimious": u"unanimous",
    u"unianimous": u"unanimous",
    u"ukarainian": u"Ukrainian",
    u"unfamiler": u"unfamiliar",
    Go ask your mom!!???
    u"paty": u"path",
    u"scholarhip": u"scholarship",
    u"exhuastive": u"exhaustive",
    u"lirerary": u"literary",
    u"bibliogrpahy": u"bibliography",
    u"restrictd": u"restricted",
    u"writign": u"writing",
    u"secrartary": u"secretary",
    u"honorarary": u"honorary",
    u"underdevelped": u"underdeveloped",
    u"uniquelly": u"uniquely",
    u"unrepetant": u"unrepentant",
    u"honoray": u"honorary",
    u"unaninmous": u"unanimous",
    u"unmbrella": u"umbrella",
    u"computatianally": u"computationally",
    u"emnorous": u"enormous",
    u"ultamaium": u"ultimatum",
    u"resmebles": u"resembles",
    u"unidrectional": u"unidirectional",
    u"unifofrm": u"uniform",
    u"uniforn": u"uniform",
    u"udrafted": u"undrafted",
    u"upcommimg": u"upcoming",
    u"upcomming": u"upcoming",
    u"fuze": u"fuse",
    u"coloquiel": u"colloquial",
    u"univerity": u"university",
    u"uruguayan": u"Uruguayan",
    u"ukraininan": u"Ukrainan",
    u"excepional": u"exceptional",
    u"coleges": u"colleges",
    u"utlity": u"utility",
    u"vatieties": u"varieties",
    u"administrtive": u"administrative",
    u"femous": u"famous",
    u"manufactrinc": u"manufacturing",
    u"disyine": u"design",
    u"comptative": u"competitive",
    u"uruguayian": u"Uruguayan",
    u"inclueding": u"including",
    u"featues": u"features",
    u"useul": u"useful",
    u"cituation": u"situation",
    u"unifed": u"unified",
    u"unilatera": u"unilateral",
    u"unifrom": u"uniform",
    u"univeral": u"universal",
    u"ulitity": u"utility",
    u"entraprenuer": u"entrepreneur",
    u"Unesco": u"UNESCO",
    u"unigue": u"unique",
    u"uncertian": u"uncertain",
    u"unrestriced": u"unrestricted",
    u"unspesified": u"unspecified",
    u"ukrainen": u"Ukrainian",
    u"decibles": u"decibels",
    u"ukrainian": u"Ukrainian",
    u"Stange": u"Stange", # surname
    u"eposide": u"episode",
    u"infromant": u"informant",
    u"giganatic": u"gigantic",
    u"relevatn": u"relevant",
    u"reachng": u"reaching",
    u"symphosium": u"symposium",
    u"imfamous": u"infamous",
    u"realationship": u"relationship",
    u"callig": u"calling",
    u"universel": u"universal",
    u"emplyee": u"employee",
    u"Octogon": u"Octogon", # fictional character
    u"turists": u"tourists",
    u"turism": u"tourism",
    u"romatic": u"romantic",
    u"dominican": u"Dominican",
    u"precint": u"precinct",
    u"decame": u"became",
    u"acedemy": u"academy",
    u"extemly": u"extremely",
    u"architech": u"architect",
    u"mornimg": u"morning",
    u"illistration": u"illustration",
    u"carity": u"charity",
    u"istitution": u"institution",
    u"sciene": u"science",
    u"eitgh": u"eighth",
    u"avlanche": u"avalanche",
    u"orriental": u"oriental",
    u"audidtion": u"audition",
    u"apperared": u"appeared",
    u"twons": u"towns",
    u"carmelites": u"Carmelites",
    u"traing": u"training",
    u"induvidual": u"individual",
    u"amnufacturing": u"manufacturing",
    u"peoeple": u"people",
    u"harmoney": u"harmony",
    u"insite": u"insight",
    u"ubran": u"urban",
    u"runned": u"run",
    u"severage": u"sewerage",
    u"streats": u"streets",
    u"padistrions": u"pedestrians",
    u"youngstors": u"youngsters",
    u"habbit": u"habit",
    u"celibrate": u"celebrate",
    u"distyrict": u"district",
    u"cunducted": u"conducted",
    u"cources": u"courses",
    u"Clas": u"Clas", # Swedish given name
    u"alsways": u"always",
    u"altternative": u"alternative",
    u"eduring": u"enduring",
    u"leadds": u"leads",
    u"pallette": u"palette",
    u"racoons": u"raccoons",
    u"srange": u"strange",
    u"algin": u"align",
    u"extrme": u"extreme",
    u"speical": u"special",
    u"silhouetes": u"silhouettes",
    u"unlease": u"unleashes",
    u"aggetated": u"agitated",
    u"talenetd": u"talented",
    u"bicepts": u"biceps",
    u"survivours": u"survivors",
    u"Micheal": u"Michael",
    u"disargees": u"disagrees",
    u"mentoned": u"mentioned",
    u"guners": u"gunners",
    u"immediantly": u"immediately",
    u"escpaed": u"escaped",
    u"givs": u"gives",
    u"chosing": u"choosing",
    u"conserts": u"concerts",
    u"truop": u"troup",
    u"truops": u"troups",
    u"themselwes": u"themselves",
    u"cirkus": u"circus",
    u"complemetn": u"complement",
    u"recource": u"resource",
    u"mightve": u"might have",
    u"uncoverred": u"uncovered",
    u"darkends": u"darkens",
    u"estabiliezed": u"established",
    u"appaered": u"appeared",
    u"certificatios": u"certifications",
    u"unreasonnable": u"unreasonable",
    u"volunteery": u"voluntary",
    u"borad": u"board",
    u"hectre": u"hectare",
    u"ocassian": u"occasion",
    u"wernt": u"weren't",
    u"anoth": u"enough",
    u"fied": u"fired",
    u"infusd": u"infused",
    u"castonets": u"castanets",
    u"folorn": u"forlorn",
    u"regin": u"reign",
    u"senter": u"center",
    u"grabed": u"grabbed",
    u"escourted": u"escorted",
    u"deferences": u"differences",
    u"colonialistic": u"colonial",
    u"Pharoahs": u"Pharaohs",
    u"throuput": u"throughout",
    u"leadereship": u"leadership",
    u"extrimism": u"extremism",
    u"apponitment": u"appointment",
    u"conincide": u"coincide",
    u"Iranain": u"Iranian",
    u"respolsiblity": u"responsibility",
    u"tousands": u"thousands",
    u"hundrened": u"hundred",
    u"parliamnet": u"parliament",
    u"poppulation": u"population",
    u"extrimists": u"extremists",
    u"procuts": u"products",
    u"custome": u"custom",
    u"servivals": u"survivals",
    u"servival": u"survival",
    u"unvailed": u"unveiled",
    u"listning": u"listening",
    u"chronical": u"chronicle",
    u"perposal": u"proposal",
    u"Sinlair": u"Sinclair",
    u"Sinclar": u"Sinclair",
    u"Sinlcair": u"Sinclair",
    u"antiquaric": u"antiquarian",
    u"trandferred": u"transferred",
    u"proteting": u"protecting",
    u"irrate": u"irate",
    u"meawhile": u"meanwhile",
    u"frustatrated": u"frustrated",
    u"recontruct": u"reconstruct",
    u"confronation": u"confrontation",
    u"determerine": u"determined",
    u"meahwhile": u"meanwhile",
    u"disrepect": u"disrespect",
    u"enfuriates": u"infuriates",
    u"wth": u"with",
    u"pentrate": u"penetrate",
    u"manging": u"managing",
    u"envokes": u"invokes",
    u"horried": u"horrified",
    u"startlet": u"starlet",
    u"adbucted": u"abducted",
    u"trates": u"traits",
    u"stoping": u"stopping",
    u"aprehension": u"apprehension",
    u"scacrality": u"sacrality",
    u"consciousnes": u"consciousness",
    u"sunconscious": u"subconscious",
    u"arrise": u"arise",
    u"illussion": u"illusion",
    u"occasioanlly": u"occasionally",
    u"remainer": u"remainder",
    u"nuture": u"nurture",
    u"headqaurters": u"headquarters",
    u"hosptial": u"hospital",
    u"longitundinal": u"longitudinal",
    u"Avtaar": u"Avtaar", # Hindi name
    u"sceond": u"second",
    u"governament": u"government",
    u"pastrie": u"pastry",
    u"shouler": u"shoulder",
    u"correpondent": u"corespondent",
    u"retarted": u"retarded",
    u"albu": u"album",
    u"paractice": u"practice",
    u"manifetsed": u"manifested",
    u"acstasy": u"ecstasy",
    u"fealised": u"realised",
    u"seires": u"series",
    u"matresses": u"mattresses",
    u"medecines": u"medicines",
    u"budgetry": u"budgetary",
    u"apprended": u"apprehended",
    u"forthcomng": u"forthcoming",
    u"ilnesses": u"illnesses",
    u"gacilities": u"facilities",
    u"remainded": u"remainder",
    u"defeaten": u"defeated",
    u"rightfull": u"rightful",
    u"branche": u"branch",
    u"cosecutive": u"consecutive",
    u"pressence": u"presence",
    u"indepencence": u"independence",
    u"blindy": u"blindly",
    u"capitains": u"captains",
    u"camoflauge": u"camouflage",
    u"inofficially": u"unofficially",
    u"fited": u"fitted",
    u"bult": u"built",
    u"compareable": u"comparable",
    u"mininal": u"minimal",
    u"distruption": u"distruption",
    u"propellar": u"propeller",
    u"convenctions": u"conventions",
    u"possiability": u"possibility",
    u"weekley": u"weekly",
    u"phycisist": u"physicist",
    u"deppressive": u"depressive",
    u"hypotism": u"hypnotism",
    u"accidentely": u"accidentally",
    u"cometition": u"competition",
    u"acroos": u"across",
    u"therewere": u"there were",
    u"habitaion": u"habitation",
    u"extensivley": u"extensively",
    u"accreditated": u"accredited",
    u"pontedly": u"pointedly",
    u"prodicing": u"producing",
    u"aglo": u"anglo",
    u"internaitonal": u"international",
    u"decleation": u"declaration",
    u"vetereans": u"veterans",
    u"suppplying": u"supplying",
    u"responisibility": u"responsibility",
    u"morroccan": u"moroccan",
    u"ovetaken": u"overtaken",
    u"redognized": u"recognized",
    u"swizerland": u"Switzerland",
    u"ocuppation": u"occupation",
    u"ocuupation": u"occupation",
    u"washigton": u"Washington",
    u"pidgeons": u"pigeons",
    u"epxressed": u"expressed",
    u"antisymetric": u"antisymmetric",
    u"coeffecient": u"coefficient",
    u"antisymtric": u"antisymmetric",
    u"orthogal": u"orthogonal",
    u"quaterion": u"quaternion",
    u"morfology": u"morphology",
    u"southtern": u"southern",
    u"praires": u"prairies",
    u"reagarding": u"regarding",
    u"photographied": u"photographed",
    u"restrictred": u"restricted",
    u"interrest": u"interest",
    u"neightbourhood": u"neighbourhood",
    u"repliques": u"replicas",
    u"aborigins": u"aborigines",
    u"microprocesor": u"microprocessor",
    u"pyseudonisms": u"pseudonyms",
    u"unrelentling": u"unrelenting",
    u"afteward": u"afterward",
    u"profesionalism": u"professionalism",
    u"extraordinay": u"extraordinary",
    u"accidentlly": u"accidentally",
    u"conquring": u"conquering",
    u"possensions": u"possessions",
    u"possenions": u"possessions",
    u"fromed": u"formed",
    u"confedration": u"confederation",
    u"rebillion": u"rebellion",
    u"numurous": u"numerous",
    u"cooridinator": u"coordinator",
    u"lecturare": u"lecturer",
    u"eldery": u"elderly",
    u"sclices": u"slices",
    u"orphened": u"orphaned",
    u"technqiue": u"technique",
    u"effecively": u"effectively",
    u"sysytem": u"system",
    u"lauched": u"launched",
    u"sacrfice": u"sacrifice",
    u"choosed": u"chose",
    u"origonally": u"originally",
    u"evelen": u"elven",
    u"survial": u"survival",
    u"communicaton": u"communication",
    u"eastemated": u"estimated",
    u"prematurly": u"prematurely",
    u"ficcional": u"fictional",
    u"dubb": u"dub",
    u"fouded": u"founded",
    u"alegorical": u"allegorical",
    u"exhile": u"exile",
    u"burocracy": u"bureaucracy",
    u"contentrated": u"concentrated",
    u"incantion": u"incantation",
    u"eriee": u"eerie",
    u"murdere": u"murder",
    u"bewfore": u"bewfore",
    u"unbeknowest": u"unbeknownst",
    u"huinter": u"hunter",
    u"intiate": u"initiate",
    u"dosent": u"doesn't",
    u"interregated": u"interrogated",
    u"cylce": u"cycle",
    u"vegence": u"vengeance",
    u"Jophn": u"John",
    u"Fergason": u"Ferguson",
    u"interfearance": u"interference",
    u"resutling": u"resulting",
    u"curricluar": u"curricular",
    u"obcurity": u"obscurity",
    u"exploted": u"exploited",
    u"fabulouse": u"fabulous",
    u"persecuited": u"persecuted",
    u"insurgernt": u"insurgent",
    u"intesting": u"interesting",
    u"coodinates": u"coordinates",
    u"latitud": u"latitude",
    u"precipition": u"precipitation",
    u"followinbg": u"following",
    u"demograohic": u"demographic",
    u"evalutation": u"evaluation",
    u"agriculure": u"agriculture",
    u"acitivity": u"activity",
    u"elimntion": u"elimination",
    u"furher": u"further",
    u"cosists": u"consists",
    u"testmony": u"testimony",
    u"vepon": u"weapon",
    u"desprate": u"desperate",
    u"bitween": u"between",
    u"himseld": u"himself",
    u"sunglight": u"sunlight",
    u"specfic": u"specific",
    u"vaiting": u"waiting",
    u"whern": u"when",
    u"indroduced": u"introduced",
    u"settlments": u"settlements",
    u"takne": u"taken",
    u"ancienty": u"ancient",
    u"assimiliated": u"assimilated",
    u"untouchabilty": u"untouchability",
    u"ciren": u"siren",
    u"comdian": u"comedian",
    u"wresling": u"wrestling",
    u"obstalce": u"obstacle",
    u"undefinied": u"undefined",
    u"minite": u"minute",
    u"suppliances": u"supplies",
    u"eletronic": u"electronic",
    u"rided": u"rode",
    u"departured": u"departed",
    u"margain": u"margin",
    u"sururbs": u"suburbs",
    u"extraordinal": u"extraordinary",
    u"embrassing": u"embarrassing",
    u"apptitude": u"aptitude",
    u"thourgh": u"through",
    u"ussally": u"usually",
    u"secerity": u"security",
    u"Greoge": u"George",
    u"dimond": u"diamond",
    u"attatced": u"attracted",
    u"secerets": u"secrets",
    u"siezes": u"seizes",
    u"seceretly": u"secretly",
    u"psychlogical": u"psychological",
    u"inplate": u"implant",
    u"auccuse": u"accuse",
    u"comtemplates": u"contemplates",
    u"begans": u"began",
    u"darring": u"daring",
    u"shcoked": u"shocked",
    u"delusioned": u"delusional",
    u"andriods": u"android",
    u"acidently": u"accidentally",
    u"beaty": u"beauty",
    u"humilation": u"humiliation",
    u"identitys": u"identities",
    u"brcelet": u"bracelet",
    u"forgat": u"forgot",
    u"famiy": u"family",
    u"variaty": u"variety",
    u"exhebitions": u"exhibitions",
    u"skulptures": u"sculptures",
    u"ionsects": u"insects",
    u"amphibias": u"amphibians",
    u"cabinett": u"cabinet",
    u"grafics": u"graphics",
    u"forthermore": u"furthermore",
    u"ballett": u"ballet",
    u"amog": u"among",
    u"kareoke": u"karaoke",
    u"invincibilty": u"invincibility",
    u"poision": u"poison",
    u"remotley": u"remotely",
    u"wacked": u"whacked",
    u"apparentely": u"apparently",
    u"reveald": u"revealed",
    u"mysogynistical": u"mysogynistic",
    u"remenants": u"remnants",
    u"sighned": u"signed",
    u"woud": u"would",
    u"ridrs": u"riders",
    u"ametuer": u"amateur",
    u"unfortuanetly": u"unfortunately",
    u"accelelaration": u"acceleration",
    u"soulution": u"solution",
    u"provacation": u"provocation",
    u"comminities": u"communities",
    u"juristiction": u"jurisdiction",
    u"highwatys": u"highways",
    u"highter": u"higher",
    u"vreated": u"created",
    u"potectial": u"potential",
    u"airtport": u"airport",
    u"approcimately": u"approximately",
    u"headmisstress": u"headmistress",
    u"gound": u"ground",
    u"studeid": u"studied",
    u"prinicipal": u"principal",
    u"diguise": u"disguise",
    u"decsion": u"decision",
    u"frinds": u"friends",
    u"spisodes": u"episodes",
    u"indellible": u"indelible",
    u"vowes": u"vows",
    u"subropical": u"subtropical",
    u"supestructure": u"superstructure",
    u"archivie": u"achieve",
    u"ottuple": u"octuple",
    u"relodable": u"reloadable",
    u"mecanical": u"mechanical",
    u"minuts": u"minutes",
    u"forwaard": u"forward",
    u"insthead": u"instead",
    u"interestlyng": u"interesting",
    u"toghever": u"together",
    u"istalled": u"installed",
    u"refences": u"references",
    u"intcipated": u"anticipated",
    u"demorcates": u"democrats",
    u"reconnissance": u"reconnaissance",
    u"disintigrates": u"disintegrates",
    u"extroadinary": u"extraordinary",
    u"labyinth": u"labyrinth",
    u"wanish": u"vanish",
    u"revelead": u"revealed",
    u"mainatined": u"maintained",
    u"threatended": u"threatened",
    u"intervension": u"intervention",
    u"complaintants": u"complainants",
    u"frustrted": u"frustrated",
    u"hadnot": u"had not",
    u"anaware": u"unaware",
    u"preporatory": u"preparatory",
    u"webstie": u"website",
    u"admid": u"amid",
    u"indulgant": u"indulgent",
    u"oblivios": u"oblivious",
    u"derocative": u"decorative",
    u"jewelrey": u"jewelry",
    u"renasissance": u"renaissance",
    u"democritization": u"democratization",
    u"userped": u"usurped",
    u"involing": u"involving",
    u"instiute": u"institute",
    u"corportion": u"corporation",
    u"refeering": u"refereeing",
    u"compunded": u"compounded",
    u"reconect": u"reconnect",
    u"demonstraters": u"demonstrators",
    u"gourps": u"groups",
    u"gourp": u"group",
    u"poped": u"popped",
    u"coisin": u"cousin",
    u"thrist": u"thirst",
    u"metions": u"mentions",
    u"theamed": u"themed",
    u"suffured": u"suffered",
    u"ustable": u"unstable",
    u"filmamakers": u"filmmakers",
    u"expereimented": u"experimented",
    u"delluding": u"deluding",
    u"ineresting": u"interesting",
    u"commedies": u"comedies",
    u"wintesses": u"witnesses",
    u"regullary": u"regularly",
    u"etiquite": u"etiquette",
    u"colision": u"collision",
    u"concearned": u"concerned",
    u"disaterous": u"disastrous",
    u"shirnk": u"shrink",
    u"Shakespere": u"Shakespeare",
    u"cinimas": u"cinemas",
    u"beachs": u"beaches",
    u"amercan": u"American",
    u"embarressing": u"embarrassing",
    u"situatuion": u"situation",
    u"mysteric": u"mysterious",
    u"horrbile": u"horrible",
    u"interefered": u"interfered",
    u"schhol": u"school",
    u"ralationship": u"relationship",
    u"instinctly": u"instinctively",
    u"determintaion": u"determination",
    u"protential": u"potential",
    u"Stanely": u"Stanley",
    u"Daine": u"Diane",
    u"wierding": u"weirding",
    u"flurts": u"flirts",
    u"lobing": u"lobbing",
    u"feals": u"feels",
    u"devations": u"deviations",
    u"randomely": u"randomly",
    u"assassintion": u"assassination",
    u"integruty": u"integrity",
    u"costy": u"costly",
    u"tendences": u"tendencies",
    u"anbody": u"anybody",
    u"seve": u"serve",
    u"actived": u"activated",
    u"therefour": u"therefore",
    u"skilfully": u"skillfully",
    u"suspiscious": u"suspicious",
    u"acessible": u"accessible",
    u"exrta": u"extra",
    u"equiliser": u"equaliser",
    u"scorline": u"scoreline",
    u"storng": u"strong",
    u"beleagueed": u"beleaguered",
    u"whoose": u"whose",
    u"pimitive": u"primitive",
    u"amored": u"armored",
    u"hiests": u"heists",
    u"extraterristial": u"extraterrestrial",
    u"resuing": u"rescuing",
    u"unvieling": u"unveiling",
    u"presumeably": u"presumably",
    u"overloard": u"overlord",
    u"psychokenetic": u"psychokinetic",
    u"pursiut": u"pursuit",
    u"pevious": u"previous",
    u"territiory": u"territory",
    u"commandng": u"commanding",
    u"continure": u"continue",
    u"seting": u"setting",
    u"Buddist": u"Buddhist",
    u"establishemt": u"establishment",
    u"coheasion": u"cohesion",
    u"fahter": u"father",
    u"togeher": u"together",
    u"expained": u"explained",
    u"absoulute": u"absolute",
    u"unfluence": u"influence",
    u"culmulated": u"culminated",
    u"engergies": u"energies",
    u"prophesised": u"prophesied",
    u"fighs": u"fights",
    u"santioned": u"sanctioned",
    u"overwhlemed": u"overwhelmed",
    u"reluntant": u"reluctant",
    u"flabbergastes": u"flabbergasts",
    u"equitment": u"equipment",
    u"tolds": u"told",
    u"prestiged": u"prestigious",
    u"reluntantly": u"reluctantly",
    u"tramatize": u"traumatize",
    u"sacrifing": u"sacrificing",
    u"gorwing": u"growing",
    u"hallicate": u"hallucinate",
    u"hallications": u"hallucinations",
    u"resued": u"rescued",
    u"sinage": u"signage",
    u"fashin": u"fashion",
    u"lattitudes": u"latitudes",
    u"protecion": u"protection",
    u"politiburo": u"politburo",
    u"Amerians": u"Americans",
    u"cumpulsory": u"compulsory",
    u"commmunist": u"communist",
    u"patriotrism": u"patriotism",
    u"emesh": u"enmesh",
    u"armanent": u"armament",
    u"ubitiquous": u"ubiquitous",
    u"sanctauries": u"sanctuaries",
    u"srategic": u"strategic",
    u"sophiscated": u"sophisticated",
    u"inflitration": u"infiltration",
    u"tremeduous": u"tremendous",
    u"arties": u"arteries",
    u"portracted": u"protracted",
    u"attrited": u"atrophied",
    u"manueuvering": u"manoeuvring",
    u"inconsistances": u"inconsistencies",
    u"enetered": u"entered",
    u"territorry": u"territory",
    u"territorries": u"territories",
    u"destabillisation": u"destabilisation",
    u"merceneraries": u"mercenaries",
    u"concurrernt": u"concurrent",
    u"provinsial": u"provisional",
    u"afew": u"a few",
    u"whereit": u"where it",
    u"incosistencies": u"inconsistencies",
    u"afer": u"after",
    u"abbettment": u"abettment",
    u"januray": u"January",
    u"philatelly": u"philately",
    u"anniversarsies": u"anniversaries",
    u"losely": u"loosely",
    u"refractatory": u"refractory",
    u"sycchronism": u"synchronism",
    u"deetermined": u"determined",
    u"intravals": u"intervals",
    u"orfices": u"orifices",
    u"combonation": u"combination",
    u"nozel": u"nozzle",
    u"nozzel": u"nozzle",
    u"tranmitted": u"transmitted",
    u"poenential": u"potential",
    u"commuttating": u"commutating",
    u"sednging": u"sending",
    u"distrubances": u"disturbances",
    u"mophing": u"morphing",
    u"utilitiy": u"utility",
    u"Agnus": u"Agnes",
    u"avanced": u"advanced",
    u"vaste": u"vast",
    u"cames": u"came",
    u"expande": u"expand",
    u"apprecciated": u"appreciated",
    u"animed": u"animated",
    u"hadware": u"hardware",
    u"reckognized": u"recognized",
    u"parititions": u"partitions",
    u"estensions": u"extensions",
    u"ambedded": u"embedded",
    u"reckognize": u"recognize",
    u"factyo": u"facto",
    u"apprecciate": u"appreciate",
    u"maintaned": u"maintained",
    u"througn": u"through",
    u"historiv": u"historic",
    u"practive": u"practice",
    u"schoool": u"school",
    u"aclimated": u"acclimated",
    u"membersip": u"membership",
    u"colloquailly": u"colloquially",
    u"countriy": u"country",
    u"monarchial": u"monarchical",
    u"unparallelled": u"unparalleled",
    u"exerces": u"exercises",
    u"dissemantion": u"dissemination",
    u"northeeast": u"northeast",
    u"oribital": u"orbital",
    u"aprawling": u"sprawling",
    u"enerjetic": u"energetic",
    u"annoymous": u"anonymous",
    u"labum": u"album",
    u"sofwtare": u"software",
    u"componentsd": u"components",
    u"distiguish": u"distinguish",
    u"intitute": u"institute",
    u"articipated": u"participated",
    u"aquiculture": u"aquaculture",
    u"chieftancy": u"chieftaincy",
    u"honerary": u"honorary",
    u"heraldric": u"heraldic",
    u"organaization": u"organization",
    u"somewhhere": u"somewhere",
    u"liknked": u"linked",
    u"asisstants": u"assistants",
    u"extreemly": u"extremely",
    u"unwaivering": u"unwavering",
    u"fatefull": u"fateful",
    u"superiourity": u"superiority",
    u"opputunity": u"opportunity",
    u"forseen": u"foreseen",
    u"ammuniation": u"ammunition",
    u"scarity": u"scarcity",
    u"performes": u"performs",
    u"unretrivable": u"irretrievable",
    u"comanded": u"commanded",
    u"illwill": u"ill will",
    u"repell": u"repel",
    u"massacared": u"massacred",
    u"earlierwhen": u"earlier when",
    u"monertary": u"monetary",
    u"subcontinient": u"subcontinent",
    u"scarpnel": u"shrapnel",
    u"infiedels": u"infidels",
    u"pikmen": u"pikemen",
    u"afterwords": u"afterward",
    u"aftermoth": u"aftermath",
    u"docuiments": u"documents",
    u"negociated": u"negotiated",
    u"battalians": u"battalions",
    u"casulties": u"casualties",
    u"coloum": u"column",
    u"extream": u"extreme",
    u"fustration": u"frustration",
    u"curriculm": u"curriculum",
    u"electorial": u"electoral",
    u"electoriate": u"electorate",
    u"interepreted": u"interpreted",
    u"infuence": u"influence",
    u"crtics": u"critics",
    u"reinvigerate": u"reinvigorate",
    u"jeapordize": u"jeopardize",
    u"realtives": u"relatives",
    u"suspiscions": u"suspicions",
    u"alsio": u"also",
    u"familiers": u"familiars",
    u"lifless": u"lifeless",
    u"profficiency": u"proficiency",
    u"monsterous": u"monstrous",
    u"Emperess": u"Empress",
    u"culpirts": u"culprits",
    u"estatic": u"ecstatic",
    u"coldy": u"coldly",
    u"deepy": u"deeply",
    u"forgerer": u"forger",
    u"independentally": u"independently",
    u"saftely": u"safely",
    u"coughes": u"coughs",
    u"throuhg": u"through",
    u"persude": u"persuade",
    u"connations": u"connections",
    u"electrian": u"electrician",
    u"reguest": u"request",
    u"bruately": u"brutally",
    u"onbehalf": u"on behalf",
    u"fundermental": u"fundamental",
    u"farthers": u"fathers",
    u"registerd": u"registered",
    u"democretic": u"democratic",
    u"cordonator": u"coordinator",
    u"paramilitries": u"paramilitaries",
    u"availables": u"available",
    u"tecnically": u"technically",
    u"tecnology": u"technology",
    u"substained": u"sustained",
    u"semplify": u"simplify",
    u"frpm": u"from",
    u"iraqui": u"Iraqi",
    u"thinked": u"thought",
    u"iraki": u"Iraqi",
    u"irakis": u"Iraqis",
    u"efficients": u"efficient",
    u"desertic": u"desert",
    u"meanwwhile": u"meanwhile",
    u"jenuary": u"January",
    u"standed": u"stood",
    u"shoting": u"shooting",
    u"excellents": u"excellent",
    u"survibility": u"survivability",
    u"evalued": u"evaluated",
    u"isreaeli": u"Israeli",
    u"descendents": u"descendants",
    u"desicive": u"decisive",
    u"viwers": u"viewers",
    u"destracted": u"distracted",
    u"vactation": u"vacation",
    u"wtach": u"watch",
    u"alergic": u"allergic",
    u"cowerdice": u"cowardice",
    u"promting": u"prompting",
    u"racoon": u"raccoon",
    u"cancells": u"cancels",
    u"buid": u"build",
    u"transformes": u"transforms",
    u"portand": u"Portland",
    u"coindiced": u"coincided",
    u"paricipants": u"participants",
    u"tounament": u"tournament",
    u"universiies": u"universities",
    u"metoride": u"meteorite",
    u"prasied": u"praised",
    u"meteoride": u"meteorite",
    u"asumptions": u"assumptions",
    u"conjection": u"conjunction",
    u"strecthed": u"stretched",
    u"simataneously": u"simultaneously",
    u"aree": u"are",
    u"fimly": u"firmly",
    u"sge": u"she",
    u"pary": u"party",
    u"arruve": u"arrive",
    u"madel": u"made",
    u"omly": u"only",
    u"forst": u"first",
    u"hance": u"hence",
    u"persudes": u"persuades",
    u"begger": u"beggar",
    u"intho": u"into",
    u"dirctor": u"director",
    u"wud": u"would",
    u"claas": u"class",
    u"allowded": u"allowed",
    u"strucks": u"strikes",
    u"instrukments": u"intstruments",
    u"onlt": u"only",
    u"preends": u"pretends",
    u"wih": u"with",
    u"enbarrass": u"embarrass",
    u"comke": u"come",
    u"persuay": u"persuade",
    u"committy": u"committee",
    u"touble": u"trouble",
    u"judjes": u"judges",
    u"unqiue": u"unique",
    u"legths": u"lengths",
    u"oustide": u"outside",
    u"romatically": u"romantically",
    u"seveeral": u"several",
    u"announed": u"announced",
    u"seculsion": u"seclusion",
    u"interanlly": u"internally",
    u"qausar": u"quasar",
    u"benevloent": u"benevolent",
    u"hereos": u"heroes",
    u"embarresment": u"embarrassment",
    u"casued": u"caused",
    u"insiting": u"insisting",
    u"msot": u"most",
    u"obessesed": u"obsessed",
    u"hibenation": u"hibernation",
    u"comsic": u"cosmic",
    u"deviourer": u"devourer",
    u"anomally": u"anomaly",
    u"relcuntant": u"reluctant",
    u"sclae": u"scale",
    u"surviour": u"survivor",
    u"durablility": u"durability",
    u"amplyfy": u"amplify",
    u"perenniel": u"perennial",
    u"ambassidor": u"ambassador",
    u"involeved": u"involved",
    u"illlinois": u"Illlinois",
    u"acccess": u"access",
    u"shoppping": u"shopping",
    u"picutre": u"picture",
    u"hononary": u"honorary",
    u"siyuation": u"situation",
    u"surjery": u"surgery",
    u"personly": u"personally",
    u"simmialar": u"similar",
    u"enormus": u"enormous",
    u"ambassoder": u"ambassador",
    u"evreyone": u"everyone",
    u"evreything": u"everything",
    u"ome": u"one",
    u"freindship": u"friendship",
    u"lovley": u"lovely",
    u"organizaion": u"organization",
    u"atrong": u"strong",
    u"halucination": u"hallucination",
    u"polland": u"Poland",
    u"barelly": u"barely",
    u"scence": u"sense",
    u"assleep": u"asleep",
    u"prostitues": u"prostitutes",
    u"sourrounding": u"surrounding",
    u"remainants": u"remnants",
    u"classfied": u"classified",
    u"simulteneous": u"simultaneous",
    u"circumfrence": u"circumference",
    u"deoctarive": u"decorative",
    u"uniquness": u"uniqueness",
    u"ponits": u"points",
    u"artitectural": u"architectural",
    u"exhuberence": u"exuberance",
    u"miniaure": u"miniature",
    u"presseing": u"pressing",
    u"triangualar": u"triangular",
    u"sqaure": u"square",
    u"intented": u"intended",
    u"subdueing": u"subduing",
    u"achivments": u"achievements",
    u"Vinter": u"Vinter", # surname
    u"beneathe": u"beneath",
    u"throght": u"through",
    u"priniciples": u"principles",
    u"attaninment": u"attainment",
    u"sceintific": u"scientific",
    u"strentheining": u"strengthening",
    u"awereness": u"awareness",
    u"energentic": u"energetic",
    u"inrastrucuture": u"infrastructure",
    u"coveres": u"covers",
    u"manges": u"manages",
    u"Rader": u"Rader", # surname
    u"htese": u"these",
    u"saource": u"source",
    u"whne": u"when",
    u"succsseses": u"successes",
    u"pionereed": u"pioneered",
    u"ideia": u"idea",
    u"greatests": u"greatest",
    u"antoher": u"another",
    u"whithin": u"within",
    u"romantism": u"romanticism",
    u"thouroghly": u"thoroughly",
    u"chilhood": u"childhood",
    u"preeceded": u"preceded",
    u"interpretate": u"interpret",
    u"interpretates": u"interprets",
    u"interpretating": u"interpreting",
    u"touusand": u"thousand",
    u"recongnized": u"recognized",
    u"numeriacl": u"numerical",
    
    u"marathi": u"Marathi",
    u"imgae": u"image",
    u"hestorical": u"historical",
    u"Parton": u"Parton", # Surname (Dolly? :))
    u"adolenscent": u"adolescent",
    u"automative": u"automotive",
    u"priase": u"praise",
    u"commernce": u"commerce",
    u"honrary": u"honorary",
    u"husbandary": u"husbandry",
    u"architec": u"architect",
    u"legislatve": u"legislative",
    u"densley": u"densely",
    u"advangate": u"advantage",
    u"previledged": u"privileged",
    u"parton": u"patron",
    u"octogonal": u"octagonal",
    u"aprt": u"part",
    u"hornes": u"horns",
    u"forsed": u"forced",
    u"leggs": u"legs",
    u"everyoe": u"everyone",
    u"selcius": u"Centigrade",
    u"oraginal": u"original",
    u"attetion": u"attention",
    u"athnic": u"ethnic",
    u"amallpox": u"smallpox",
    u"hypotetical": u"hypothetical",
    u"territary": u"territory",
    u"penninsular": u"peninsular",
    u"enimity": u"enmity",
    u"prowness": u"prowess",
    u"weapanry": u"weaponry",
    u"ahaid": u"ahead",
    u"acknowlwdged": u"acknowledged",
    u"ammunitation": u"ammunition",
    u"phylosophy": u"philosophy",
    u"siedge": u"siege",
    u"obsolute": u"obsolete",
    u"cammando": u"commando",
    u"territaries": u"territories",
    u"moreever": u"moreover",
    u"stopp": u"stop",
    u"musketters": u"musketeers",
    u"hystorical": u"historical",
    u"exceediing": u"exceeding",
    u"ammuniations": u"ammunitions",
    u"januvary": u"January",
    u"mischeaviously": u"mischievously",
    u"onslought": u"onslaught",
    u"upfrount": u"upfront",
    u"settel": u"settle",
    u"accpted": u"accepted",
    u"ussurp": u"usurp",
    u"hspital": u"hospital",
    u"hazey": u"hazy",
    u"hace": u"have",
    u"chinesse": u"Chinese",
    u"eastery": u"easterly",
    u"apoligise": u"apologise",
    u"rainny": u"rainy",
    u"avtaar": u"avatar",
    u"angerd": u"angered",
    u"melodeous": u"melodious",
    u"exhalts": u"exalts",
    u"basesd": u"based",
    u"wote": u"wrote",
    u"famious": u"famous",
    u"inderpentant": u"independent",
    u"opperational": u"operational",
    u"obvius": u"obvious",
    u"transtional": u"transitional",
    u"devastationg": u"devastating",
    u"exensive": u"extensive",
    u"exquiste": u"exquisite",
    u"exquistely": u"exquisitely",
    u"exsplain": u"explain",
    u"phenominan": u"phenomenon",
    u"collectivily": u"collectively",
    u"wedsites": u"websites",
    u"adminitration": u"administration",
    u"torouble": u"trouble",
    u"kisoks": u"kiosks",
    u"croosing": u"crossing",
    u"crrosing": u"crossing",
    u"reesidents": u"residents",
    u"refred": u"referred",
    u"variing": u"varying",
    u"mistical": u"mystical",
    u"mountainess": u"mountainous",
    u"inhabbited": u"inhabited",
    u"wepon": u"weapon",
    u"orbating": u"orbiting",
    u"promiantly": u"prominently",
    u"poerful": u"powerful",
    u"wepons": u"weapons",
    u"disabeling": u"disabling",
    u"quicly": u"quickly",
    u"carrer": u"career",
    u"Carrer": u"Carrer",
    u"amall": u"small",
    u"epecific": u"specific",
    u"wheater": u"weather",
    u"offica": u"office",
    u"meterology": u"meteorology",
    u"crryptographic": u"cryptographic",
    u"mateirals": u"materials",
    u"profieciency": u"proficiency",
    u"elisted": u"enlisted",
    u"brances": u"branches",
    u"meaningfull": u"meaningful",
    u"muntitions": u"munitions",
    u"higly": u"highly",
    u"doule": u"double",
    u"rader": u"radar",
    u"slighty": u"slightly",
    u"leightweight": u"lightweight",
    u"electronical": u"electronic",
    u"promisinig": u"promising",
    u"redisgned": u"redesigned",
    u"redesinged": u"redesigned",
    u"effectivily": u"effectively",
    u"vehichles": u"vehicles",
    u"felxible": u"flexible",
    u"audial": u"audio",
    u"agants": u"agents",
    
    u"cyponing": u"siphoning",
    u"minimun": u"minimum",
    u"pakisthan": u"Pakistan",
    u"snhocked": u"shocked",
    u"angerly": u"angrily",
    u"priesstess": u"priestess",
    u"represnt": u"represent",
    u"introduses": u"introduces",
    u"investigatng": u"investigating",
    u"therr": u"their",
    u"adventuerers": u"adventurers",
    u"irriates": u"irritates",
    u"undergonig": u"undergoing",
    u"adivises": u"advises",
    u"adventuing": u"adventuring",
    u"apprent": u"apparent",
    u"adventuuerers": u"adventurers",
    u"gruop": u"group",
    u"pristess": u"priestess",
    u"dtatuue": u"statue",
    u"tham": u"them",
    u"ofensive": u"offensive",
    u"extrs": u"extra",
    u"relativily": u"relatively",
    u"weimar": u"Weimar",
    u"wuerzburg": u"Wuerzburg",
    u"duesseldorf": u"Duesseldorf",
    u"comign": u"coming",
    u"Arisin": u"Arisin", # surname
    u"Nite": u"Nite",
    u"elecrtic": u"electric",
    u"irrtate": u"irritated",
    u"accompolice": u"accomplice",
    u"avergae": u"average",
    u"promoational": u"promotional",
    u"Alli": u"Alli", # surname
    u"Noone": u"Noone", # surname
    u"Beggs": u"Beggs", # surname
    u"Durning": u"Durning", # surname
    u"Eirann": u"Éireann",
    u"sonewhere": u"somewhere",
    u"prepararing": u"preparing",
    u"intermidiate": u"intermediate",
    u"tratment": u"treatment",
    u"honarable": u"honorable",
    u"numberous": u"numerous",
    u"insecticde": u"insecticide",
    u"infamation": u"inflamation",
    u"elader": u"leader",
    u"honororary": u"honorary",
    u"compatition": u"competition",
    u"stricke": u"strike",
    u"dramaticall": u"dramatic",
    u"primadonna": u"prima donna",
    u"exstremly": u"extremely",
    u"startet": u"started",
    u"rna": u"RNA",
    u"adminsitrator": u"administrator",
    u"valourous": u"valiant",
    u"westen": u"western",
    u"dividied": u"divided",
    u"seceretary": u"secretary",
    u"inscripion": u"inscription",
    u"alligience": u"allegiance",
    u"bodygurads": u"bodyguards",
    u"plaintain": u"plantain",
    u"existd": u"existed",
    u"cheiftains": u"chieftains",
    u"glossory": u"glossary",
    u"taxe": u"tax",
    u"maintenece": u"maintenance",
    u"ascetism": u"asceticism",
    u"artistocratic": u"aristocratic",
    u"merchantile": u"mercantile",
    u"concecrated": u"consecrated",
    u"assignament": u"assignment",
    u"infuences": u"influences",
    u"concecration": u"consecration",
    u"twentythird": u"twenty-third",
    u"soceity": u"society",
    u"mearly": u"merely",
    u"hereditery": u"hereditary",
    u"governary": u"government",
    u"contemporeneous": u"contemporaneous",
    u"medince": u"medicine",
    u"pocession": u"possession",
    u"revengful": u"vengeful",
    u"sacrificng": u"sacrificing",
    u"ornamanted": u"ornamented",
    u"monolothic": u"monolithic",
    u"decoratative": u"decorative",
    u"genelogies": u"genealogies",
    u"mandatatory": u"mandatory",
    u"surcumstances": u"circumstances",
    u"religoius": u"religious",
    u"debutated": u"debuted",
    u"professionall": u"professional",
    u"epithoms": u"epitomes",
    u"videly": u"widely",
    u"politicall": u"political",
    u"ancious": u"anxious",
    u"intellectualls": u"intellectuals",
    u"whas": u"was",
    u"anciuos": u"anxious",
    u"anonynmous": u"anonymous",
    u"atrecation": u"attraction",
    u"absulute": u"absolute",
    u"eaterly": u"easterly",
    u"enventually": u"eventually",
    u"enginerring": u"engineering",
    u"scenary": u"scenery",
    u"figuare": u"figure",
    u"spiratual": u"spiritual",
    u"estonishingly": u"astonishingly",
    u"ornimental": u"ornamental",
    u"connetions": u"connections",
    u"envolpe": u"envelope",
    u"intelligant": u"intelligent",
    u"interrigation": u"interrogation",
    u"mainstreem": u"mainstream",
    u"consert": u"concert",
    u"incompetetn": u"incompetent",
    u"smallcopp": u"smallpox",
    u"smallcops": u"smallpox",
    u"musiciall": u"musical",
    u"discivered": u"discovered",
    u"compoesd": u"composed",
    u"unintressed": u"uninterested",
    u"learing": u"learning",
    u"publiged": u"published",
    u"phamplett": u"pamphlet",
    u"medicien": u"medicine",
    u"huindred": u"hundred",
    u"enjoie": u"enjoy",
    u"complimanted": u"complimented",
    u"economicall": u"economical",
    u"attempy": u"attempt",
    u"occour": u"occur",
    u"tacken": u"taken",
    u"sticken": u"stricken",
    u"territoraial": u"territorial",
    u"airpot": u"airport",
    u"corksrew": u"corkscrew",
    u"coaser": u"coaster",
    u"archtitect": u"architect",
    u"irresplaceable": u"irreplaceable",
    u"inaappropriate": u"inappropriate",
    u"nort": u"north",
    u"horticulural": u"horticultural",
    u"exepted": u"accepted",
    u"origanol": u"original",
    u"weoll": u"well",
    u"pornagraphic": u"pornographic",
    u"pianahs": u"piranhas",
    u"achielago": u"archipelago",
    u"winnipeg": u"Winnipeg",
    u"civilan": u"civilian",
    u"indrustrial": u"industrial",
    u"forniture": u"furniture",
    u"desing": u"design",
    u"acustic": u"acoustic",
    u"Pincher": u"Pincher", # surname
    u"completlely": u"completely",
    u"Deja": u"Deja", # likely to be in a band name etc
    u"compoud": u"compound",
    u"somali": u"Somali",
    u"Neatby": u"Neatby", # surname
    u"appernce": u"appearance",
    u"ourput": u"output",
    u"envirmental": u"environmental",
    u"furinture": u"furniture",
    u"rvenge": u"revenge",
    u"truelly": u"truly",
    u"Lazer": u"Lazer",
    u"Maks": u"Maks", # name
    u"Mahy": u"Mahy", # surname
    u"fesival": u"festival",
    u"yhe": u"the",
    u"mayeb": u"maybe",
    u"onderground": u"underground",
    u"febuaray": u"February",
    u"spesifiaction": u"specification",
    u"icelantic": u"Icelandic",
    u"socalled": u"so called",
    u"sancutary": u"sanctuary",
    u"uncovereed": u"uncovered",
    u"beurocratic": u"bureaucratic",
    u"unforseen": u"unforeseen",
    u"catastraphe": u"catastrophe",
    u"younf": u"young",
    u"eletric": u"electric",
    u"demotape": u"demo tape",
    u"Stell": u"Stell", # surname
    u"Wons": u"Wons", # plural Asian family name
    u"latvia": u"Latvia",
    u"latvian": u"Latvian",
    u"estonia": u"Estonia",
    u"estonian": u"Estonian",
    u"poland": u"Poland",
    u"budapest": u"Budapest",
    u"prague": u"Prague",
    u"tumoltuous": u"tumultuous",
    u"frustraterd": u"frustrated",
    u"distinguied": u"distinguished",
    u"meance": u"menace",
    u"delicous": u"delicious",
    u"mischivious": u"mischievous",
    u"machiene": u"machine",
    u"circius": u"circus",
    u"deserrt": u"desert",
    u"wackey": u"wacky",
    u"happieness": u"happiness",
    u"stregth": u"strength",
    u"issac": u"Isaac",
    u"ingnored": u"ignored",
    u"opeining": u"opening",
    u"incredbily": u"incredibly",
    u"feirce": u"fierce",
    u"grousomely": u"gruesomely",
    u"asisting": u"assisting",
    u"dilapitated": u"dilapidated",
    u"sattilites": u"satellites",
    u"accerlating": u"accelerating",
    u"therodynamic": u"thermodynamic",
    u"prognastic": u"prognostic",
    u"borded": u"boarded",
    u"incipent": u"incipient",
    u"benificence": u"beneficence",
    u"provices": u"provinces",
    u"situtation": u"situation",
    u"solemny": u"solemnly",
    u"eclesiastic": u"ecclesiastic",
    u"neurality": u"neutrality",
    u"overan": u"overran",
    u"argreement": u"agreement",
    u"mischieif": u"mischief",
    u"inconvienient": u"inconvenient",
    u"discreete": u"discrete",
    u"dissapproval": u"disapproval",
    u"saphires": u"sapphires",
    u"arond": u"around",
    u"skandinavian": u"Scandinavian",
    u"inhabitated": u"inhabited",
    u"Hime": u"Hime", # Asian name
    u"improsonment": u"imprisonment",
    u"terrritory": u"territory",
    u"leadind": u"leading",
    u"expenditions": u"expeditions",
    u"diplopatic": u"diplomatic",
    u"empirial": u"imperial",
    u"hungarly": u"hungary",
    u"ploted": u"plotted",
    u"terrrorists": u"terrorists",
    u"editied": u"edited",
    u"composea": u"compose",
    u"dissastisfaction": u"dissatisfaction",
    u"twentyeight": u"twenty eight",
    u"repsective": u"respective",
    u"introducted": u"introduced",
    u"absorpted": u"absorbed",
    u"remanet": u"remnant",
    u"pursuiting": u"pursuing",
    u"surreneded": u"surrendered",
    u"westard": u"westward",
    u"inaccurated": u"inaccurate",
    u"themseleves": u"themselves",
    u"ailled": u"allied",
    u"ailles": u"allies",
    u"extented": u"extended",
    u"begnning": u"beginning",
    u"consisited": u"consisted",
    u"adjuncted": u"adjoined",
    u"cotemporary": u"contemporary",
    u"unbetean": u"unbeaten",
    u"invloving": u"involving",
    u"sepearate": u"separate",
    u"garadens": u"gardens",
    u"largerst": u"largest",
    u"dvelopment": u"development",
    u"eastates": u"estates",
    u"athelitics": u"athletics",
    u"moldovan": u"Moldovan",
    u"Androgeny": u"Androgeny", # company name
    u"reccommendations": u"recommendations",
    u"buing": u"buying",
    u"sampole": u"sample",
    u"sms": u"SMS",
    u"advertisings": u"advertising",
    u"continouosny": u"continuously",
    u"Sametime": u"Sametime", # software product
    u"Wearhouse": u"Wearhouse", # US store
    u"wawe": u"wave",
    u"wawes": u"waves",
    u"durning": u"during",
    u"vikings": u"Vikings",
    u"employement": u"employment",
    u"phonix": u"phoenix",
    u"consoladated": u"consolidated",
    u"punjabi": u"Punjabi",
    u"helichopters": u"helicopters",
    u"severily": u"severely",
    u"getthos": u"ghettos",
    u"inteviews": u"interviews",
    u"dramaticaly": u"dramatically",
    u"foreigh": u"foreign",
    u"beggs": u"begs",
    u"nite": u"night",
    u"niteclub": u"nightclub",
    u"reveiw": u"review",
    u"ove": u"over",
    u"systme": u"system",
    u"Falme": u"Falme", # fictional placename
    u"frech": u"French",
    u"Els": u"Els", # Spanish surname
    u"harmone": u"hormone",
    u"flavoures": u"flavours",
    u"Bew": u"Bew", # surname
    u"roproduction": u"reproduction",
    u"photograhic": u"photographic",
    u"haitian": u"Haitian",
    u"Sallys": u"Sally's",
    u"porcipine": u"porcupine",
    u"nacionalist": u"nationalist",
    u"positivly": u"positively",
    u"avaialable": u"available",
    u"evey": u"every",
    u"chineese": u"Chinese",
    u"studentds": u"students",
    u"alott": u"allot",
    u"imprortant": u"important",
    u"dissolvence": u"dissolution",
    u"posponed": u"postponed",
    u"althorough": u"although",
    u"coridore": u"corridor",
    u"longitudal": u"longitudinal",
    u"lovcomotives": u"locomotives",
    u"clas": u"class",
    u"technicall": u"technical",
    u"repostioning": u"repositioning",
    u"coridor": u"corridor",
    u"agressor": u"aggressor",
    u"invlove": u"involve",
    u"legaly": u"legally",
    u"sevices": u"services",
    u"indefinitiely": u"indefinitely",
    u"abadonned": u"abandoned",
    u"annonuced": u"announced",
    u"cordiore": u"corridor",
    u"menufacturers": u"manufacturers",
    u"additionaly": u"additionally",
    u"probablest": u"most probable",
    u"ancestrial": u"ancestral",
    u"perimetre": u"perimeter",
    u"ourskirts": u"outskirts",
    u"archs": u"arches",
    u"agtes": u"gates",
    u"pathing": u"passing",
    u"vertice": u"vertex",
    u"behing": u"behind",
    u"connotaion": u"connotation",
    u"culrtual": u"cultural",
    u"wattower": u"watchtower",
    u"wtachtower": u"watchtower",
    u"repesctively": u"respectively",
    u"abandonement": u"abandonment",
    u"constructin": u"construction",
    u"ethe": u"the",
    u"stylew": u"style",
    u"oriingal": u"original",
    u"pavillion": u"pavilion",
    u"repectively": u"respectively",
    u"gogin": u"going",
    u"imperical": u"imperial",
    u"magestic": u"majestic",
    u"renumeration": u"remuneration",
    u"annaul": u"annual",
    u"secretarys": u"secretary's",
    u"materails": u"materials",
    u"balast": u"ballast",
    u"sufficied": u"sufficed",
    u"decidded": u"decided",
    u"outerspace": u"outer space",
    u"biscuts": u"biscuits",
    u"whelchair": u"wheelchair",
    u"yers": u"years",
    u"soverein": u"sovereign",
    u"varried": u"varied",
    u"earlly": u"early",
    u"estimed": u"esteemed",
    u"conquere": u"conquer",
    u"centuaries": u"centuries",
    u"contigencies": u"contingencies",
    u"rouguish": u"roughish",
    u"biten": u"bitten",
    u"interfer": u"interfere",
    u"circunstances": u"circumstances",
    u"fallowed": u"followed",
    u"gladitorial": u"gladiatorial",
    u"abadoned": u"abandoned",
    u"interogate": u"interrogate",
    u"fearlesness": u"fearlessness",
    u"innefective": u"ineffective",
    u"retrun": u"return",
    u"similary": u"similarly",
    u"headress": u"headdress",
    u"specifing": u"specifying",
    u"hallucenagenic": u"hallucinogenic",
    u"valeys": u"valleys",
    u"vegatation": u"vegetation",
    u"clifs": u"cliffs",
    u"consititutes": u"constitutes",
    u"stablished": u"established",
    u"stablishes": u"establishes",
    u"subsequents": u"subsequent",
    u"crearly": u"clearly",
    u"orography": u"orthography",
    u"regading": u"regarding",
    u"occuping": u"occupying",
    u"populaion": u"population",
    u"decissively": u"decisively",
    u"linkig": u"linking",
    u"acceses": u"accesses",
    u"munipality": u"municipality",
    u"arqueology": u"archaeology",
    u"fstival": u"festival",
    u"earthern": u"earthen",
    u"independend": u"independent",
    u"investement": u"investment",
    u"industiralisation": u"industrialisation",
    u"litarature": u"literature",
    u"attarcted": u"attracted",
    u"pervalent": u"prevalent",
    u"ditrict": u"district",
    u"tweleve": u"twelve",
    u"woth": u"worth",
    
    
    u"squadon": u"squadron",
    u"rendevouz": u"rendezvous",
    u"gnerally": u"generally",
    u"tthe": u"the",
    u"upsteam": u"upstream",
    u"incincere": u"insincere",
    u"scury": u"scurvy",
    u"iontention": u"intention",
    u"moscow": u"Moscow",
    u"kansas": u"Kansas",
    u"tordadow": u"tornado",
    u"aggresion": u"aggression",
    u"jumpoed": u"jumped",
    u"wher": u"where",
    u"lanturn": u"lantern",
    u"slimey": u"slimy",
    u"debri": u"debris",
    u"depeneded": u"depended",
    u"stangely": u"strangely",
    u"cascket": u"casket",
    u"maginificent": u"magnificent",
    u"boistrous": u"boisterous",
    u"beastial": u"bestial",
    u"semt": u"sent",
    u"blesssing": u"blessing",
    u"privleges": u"privileges",
    u"Persin": u"Persian",
    u"Shirl": u"Shirl",
    u"Mony": u"Mony",
    u"Misson": u"Misson", # surname
    u"metrpolitan": u"metropolitan",
    u"panama": u"Panama",
    u"medivial": u"medieval",
    u"Sone": u"Sone", # Asian surname
    u"undoubtately": u"undoubtedly",
    u"residense": u"residence",
    u"tenesee": u"Tenesee",
    u"Feld": u"Feld", # surname
    u"centigade": u"centigrade",
    u"michigan": u"Michigan",
    u"anatolia": u"Anatolia",
    u"cattles": u"cattle",
    u"remanent": u"remnant",
    u"Hinduisum": u"Hinduism",
    u"conquset": u"conquest",
    u"follws": u"follows",
    u"nomedic": u"nomadic",
    u"oppartunities": u"opportunities",
    u"staement": u"statement",
    u"malenia": u"millenia",
    u"referrance": u"reference",
    u"oriantal": u"Oriental",
    u"civilazation": u"civilization",
    u"archialogical": u"archaeological",
    u"thosands": u"thousands",
    u"geniological": u"genealogical",
    u"heridatery": u"hereditary",
    u"enodgeny": u"endogeny",
    u"expiriment": u"experiment",
    u"mulit": u"multi",
    u"outting": u"outing",
    u"gratuation": u"graduation",
    u"moneky": u"monkey",
    u"outstandy": u"outstanding",
    u"supposively": u"supposedly",
    u"suvivle": u"survival",
    u"maitenance": u"maintenance",
    u"exsist": u"exist",
    u"gorss": u"gross",
    u"inconciderate": u"inconsiderate",
    u"cauing": u"causing",
    u"concuct": u"concoct",
    u"ciculate": u"circulate",
    u"mortitian": u"mortician",
    u"embaumed": u"embalmed",
    u"embarasses": u"embarrasses",
    u"endoresemt": u"endorsement",
    u"telekentic": u"telekinetic",
    u"retalliate": u"retaliate",
    u"caffine": u"caffeine",
    u"disreguard": u"disregard",
    u"whil": u"while",
    u"distrubied": u"distributed",
    u"scacred": u"sacred",
    u"boomarang": u"boomerang",
    u"nostop": u"nonstop",
    u"shool": u"school",
    u"incomptence": u"incompetence",
    u"gothicly": u"gothically",
    u"lackies": u"lackeys",
    u"interesingly": u"interestingly",
    u"tortises": u"tortoises",
    u"marahton": u"marathon",
    u"profites": u"profits",
    u"tranmigrated": u"transmigrated",
    u"dorminant": u"dormant",
    u"assimulate": u"assimilate",
    u"envoke": u"invoke",
    u"reascued": u"rescued",
    u"electonics": u"electronics",
    u"onced": u"once",
    u"leviation": u"levitation",
    u"sucumbing" :u"succumbing",
    u"remainining": u"remaining",
    u"possed": u"posed",
    u"disrepective": u"disrepectful",
    u"oilve": u"olive",
    u"retieve": u"retrieve",
    u"musesum": u"museum",
    u"usings": u"using",
    u"stripps": u"strips",
    u"unware": u"unaware",
    u"lisptick": u"lipstick",
    u"festivive": u"festive",
    u"fossiled": u"fossilized",
    u"dersert": u"dessert",
    u"arrivied": u"arrived",
    u"reinact": u"reenact",
    u"meduim": u"medium",
    u"whilte": u"white",
    u"pernnial": u"perennial",
    u"flowes": u"flowers",
    u"fragant": u"fragrant",
    u"reuntied": u"reunited",
    u"monsson": u"monsoon",
    u"speedly": u"speedily",
    u"messager": u"messenger",
    u"newmoon": u"new moon",
    u"inpeace": u"in peace",
    u"conditon": u"condition",
    u"rescourse": u"recourse",
    u"becaue": u"because",
    u"desred": u"desired",
    u"cityof": u"city of",
    u"tousand": u"thousand",
    u"alwaysbe": u"always be",
    u"continualy": u"continually",
    u"vantiy": u"vanity",
    u"theplough": u"the plough",
    u"thouand": u"thousand",
    u"invitiation": u"invitation",
    u"pretened": u"pretended",
    u"digresssions": u"digressions",
    u"diguised": u"disguised",
    u"districs": u"districts",
    u"eqidistant": u"equidistant",
    u"headquarers": u"headquarters",
    u"contigous": u"contiguous",
    u"quaried": u"quarried",
    u"dowmstreams": u"downstream",
    u"aparrently": u"apparently",
    u"interesing": u"interesting",
    u"increaing": u"increasing",
    u"stradlling": u"straddling",
    u"superindent": u"superintendent",
    u"folliage": u"foliage",
    u"bunglows": u"bungalows",
    u"pwerstation": u"powerstation",
    u"provining": u"providing",
    u"windind": u"winding",
    u"brigde": u"bridge",
    u"litteracy": u"literacy",
    u"provinding": u"providing",
    u"manufactuing": u"manufacturing",
    u"travell": u"travel",
    u"marvelouse": u"marvellous",
    u"breacks": u"breaks",
    u"chapionship": u"championship",
    u"colonizeres": u"colonists",
    u"forfits": u"forfeits",
    u"awsome": u"awesome",
    u"pricinpal": u"principal",
    u"exerimental": u"experimental",
    u"triginomitry": u"trigonometry",
    u"vllage": u"village",
    u"convereted": u"converted",
    u"tunnnels": u"tunnels",
    u"replacemnet": u"replacement",
    u"proformed": u"performed",
    u"idenfication": u"identification",
    u"eqiulibrium": u"equilibrium",
    u"orgininally": u"originally",
    u"appealate": u"appellate",
    u"chamions": u"champions",
    u"askes": u"asks",
    u"exclam": u"exclaim",
    #u"prepostion": u"preposition", # too many false positives
    u"posssed": u"possessed",
    u"chonicles": u"chronicles",
    u"modues": u"modules",
    u"addional": u"additional",
    u"antrhologies": u"anthologies",
    u"prisioner": u"prisoner",
    u"challegnes": u"challenges",
    u"availanle": u"available",
    u"converstaion": u"conversation",
    u"weddding": u"wedding",
    u"onj": u"on",
    u"featued": u"featured",
    u"minitaur": u"miniature",
    u"defende": u"defend",
    u"killeed": u"killed",
    u"expoused": u"espoused",
    u"spirts": u"spirits",
    u"marriagable": u"marriageable",
    u"expetency": u"expectancy",
    u"certianly": u"certainly",
    u"prenuptual": u"prenuptial",
    u"educaction": u"education",
    u"privilages": u"privileges",
    u"punishements": u"punishments",
    u"forcebly": u"forcibly",
    u"expetancy": u"expectancy",
    u"threedimensional": u"three dimensional",
    u"overlayed": u"overlaid",
    u"variences": u"variances",
    u"implantantion": u"implantation",
    u"Abou": u"Abou", # Arabic name
    u"serpants": u"serpents",
    u"alchool": u"alcohol",
    u"gimnast": u"gymnast",
    u"standart": u"standard",
    u"devon": u"Devon",
    u"acomerdation": u"accommodation",
    u"skedueled": u"scheduled",
    u"refubished": u"refurbished",
    u"durham": u"Durham",
    u"resurant": u"restaurant",
    u"refubishment": u"refurbishment",
    u"lovenly": u"lovely",
    u"Hitlers": u"Hitler's",
    u"scarcies": u"scarcities",
    u"caugth": u"caught",
    u"distacated": u"distracted",
    u"territoires": u"territories",
    u"objetives": u"objectives",
    u"participied": u"participate",
    u"uhknowed": u"unknown",
    u"remaiined": u"remained",
    u"includign": u"including",
    u"tollerans": u"tolerance",
    u"andalusian": u"Andalusian",
    u"everest": u"Everest",
    u"slovenia": u"Slovenia",
    u"twelveth": u"twelfth",
    u"suboridinates": u"subordinates",
    u"angery": u"angry",
    u"inclunding": u"including",
    u"appartement": u"apartment",
    u"impregnanted": u"impregnated",
    u"specifie": u"specify",
    u"clambing": u"clanging",
    u"ket": u"key",
    u"Ket": u"Ket",
    u"authorizathion": u"authorization",
    u"battey": u"battery",
    u"vitrually": u"virtually",
    u"deliquent": u"delinquent",
    u"sereverely": u"severely",
    u"predjudice": u"prejudice",
    u"overshadowned": u"overshadowed",
    u"hierarchial": u"hierarchical",
    u"steretype": u"stereotype",
    u"widepread": u"widespread",
    u"steretypical": u"stereotypical",
    u"writtren": u"written",
    u"theselves": u"themselves",
    u"ealiest": u"earliest",
    u"christianity": u"Christianity",
    u"questionning": u"questioning",
    u"ws": u"was",
    u"duing": u"during",
    u"subseqent": u"subsequent",
    u"Viginia": u"Virginia",
    u"gettig": u"getting",
    u"ameteur": u"amateur",
    u"sombe": u"sombre",
    u"froce": u"force",
    u"stiking": u"striking",
    u"volunatary": u"voluntary",
    u"invertion": u"inversion",
    u"fihgter": u"fighter",
    u"conquerring": u"conquering",
    u"venageance": u"vengeance",
    u"rescorsuce": u"resource",
    u"alli": u"ally",
    u"alrtairy": u"artilery",
    u"defet": u"defeat",
    u"mezmerized": u"mesmerized",
    u"phyton": u"python",
    u"complemet": u"complement",
    u"uncoming": u"upcoming",
    u"voised": u"voiced",
    u"advancment": u"advancement",
    u"stepdaugther": u"stepdaughter",
    u"characther": u"character",
    u"robbering": u"robbing",
    u"eltocutes": u"electrocutes",
    u"extortianist": u"extortionist",
    u"triva": u"trivia",
    u"furance": u"furnace",
    u"windmil": u"windmill",
    u"enguaed": u"engaged",
    u"sorid": u"sordid",
    u"cerebally": u"cerebrally",
    u"intitially": u"initially",
    u"metamorphasis": u"metamorphosis",
    u"snaping": u"snapping",
    u"missonaries": u"missionaries",
    u"litte": u"little",
    u"commsissioners": u"commissioners",
    u"arhaeologic": u"archaeologic",
    u"buuilt": u"built",
    u"pictutre": u"picture",
    u"jurisiction": u"jurisdiction",
    u"pratice": u"practice",
    u"interestlingly": u"interestingly",
    u"abd": u"and",
    u"Abd": u"Abd", # Arabic name
    u"swepth": u"swept",
    u"bannded": u"banned",
    u"succede": u"succeed",
    u"insited": u"insisted",
    u"norther": u"northern",
    u"prelimary": u"preliminary",
    u"ecompassed": u"encompassed",
    u"resulty": u"result",
    u"defeding": u"defending",
    u"daugthers": u"daughters",
    u"revloution": u"revolution",
    u"controversail": u"controversial",
    u"staes": u"states",
    u"depoosits": u"deposits",
    u"bisceted": u"bisected",
    u"administerd": u"administered",
    u"girlfiiend": u"girlfriend",
    u"catehgories": u"categories",
    u"uneffective": u"ineffective",
    u"intire": u"entire",
    u"convineantly": u"conveniently",
    u"sweares": u"swears",
    u"hallusinagen": u"hallucinogen",
    u"responisible": u"responsible",
    u"lefted": u"left",
    u"ressurect": u"resurrect",
    u"ressurecting": u"resurrecting",
    u"whitnesed": u"witnessed",
    u"ressucted": u"resurrected",
    u"leage": u"league",
    u"bertays": u"betrays",
    u"uncleaness": u"uncleanness",
    u"expains": u"explains",
    u"corpes": u"corpse",
    u"customed": u"custom",
    u"weaponds": u"weapons",
    u"prosthectic": u"prosthetic",
    u"compard": u"compared",
    u"viccisitudes": u"vicissitudes",
    u"incongrous": u"incongruous",
    u"ancedotes": u"anecdotes",
    u"actaually": u"actually",
    u"raea": u"area",
    u"dysfuntional": u"dysfunctional",
    u"cooloest": u"coolest",
    u"kepy": u"kept",
    u"milleniums": u"millenniums",
    u"otherhand": u"other hand",
    u"backalleys": u"back alleys",
    u"backalley": u"back alley",
    u"obect": u"object",
    u"resigation": u"resignation",
    u"algortihm": u"algorithm",
    u"repects": u"respects",
    u"repect": u"respect",
    u"kangeroos": u"kangaroos",
    u"simalarity": u"similarity",
    u"papaer": u"paper",
    u"measunderstanding": u"misunderstanding",
    u"exating": u"exacting",
    u"somwhat": u"somewhat",
    u"continueous": u"continuous",
    u"soldifies": u"solidifies",
    u"extentablity": u"extensibility",
    u"deliever": u"deliver",
    u"ressurrect": u"resurrect",
    u"servere": u"severe",
    u"strentgh": u"strength",
    u"abesence": u"absence",
    u"tenchnique": u"technique",
    u"asummed": u"assumed",
    u"upperhand": u"upper hand",
    u"lession": u"lesson",
    u"intereference": u"interference",
    u"acupucture": u"acupuncture",
    u"easthern": u"eastern",
    u"universially": u"universally",
    u"inconvience": u"inconvenience",
    u"insperational": u"inspirational",
    u"huys": u"guys",
    u"onenight": u"one night",
    u"youger": u"younger",
    u"episoide": u"episode",
    u"protal": u"portal",
    u"cutlure": u"culture",
    u"pronunciated": u"pronounced",
    u"centural": u"central",
    u"honouable": u"honourable",
    u"healty": u"healthy",
    u"protragonist": u"protagonist",
    u"wasy": u"easy",
    u"polotician": u"politician",
    u"entrace": u"entrance",
    u"animousity": u"animosity",
    u"illegemate": u"illegitimate",
    u"herbavor": u"herbivore",
    u"entrie": u"entire",
    u"centries": u"centuries",
    u"commentries": u"commentaries",
    u"entriely": u"entirely",
    u"documentries": u"documentaries",
    u"farse": u"farce",
    u"biast": u"biased",
    u"skewwed": u"skewed",
    u"hororary": u"honorary",
    u"seiously": u"seriously",
    u"jamaican": u"Jamaican",
    u"volvanic": u"volcanic",
    u"attractiv": u"attractive",
    u"affraid": u"afraid",
    u"reguler": u"regular",
    u"chyenne": u"Cheyenne",
    u"frequentaly": u"frequently",
    u"scientificial": u"scientific",
    u"oceanice": u"oceanic",
    u"controversil": u"controversial",
    u"transfromation": u"transformation",
    u"infaltion": u"inflation",
    u"integarated": u"integrated",
    u"volnatory": u"voluntary",
    u"instaled": u"installed",
    u"subrub": u"suburb",
    u"schedualed": u"scheduled",
    u"lokal": u"local",
    u"twnty": u"twenty",
    u"borned": u"born",
    u"flaute": u"flute",
    u"phillarmonic": u"philharmonic",
    u"altime": u"alltime",
    u"bioligy": u"biology",
    u"faled": u"failed",
    u"dering": u"during",
    u"Dering": u"Dering", # Surname
    u"beirth": u"birth",
    u"indiguenous": u"indigenous",
    u"paiting": u"painting",
    u"pcture": u"picture",
    u"larwence": u"Larwence",
    u"weston": u"Weston",
    u"asociation": u"association",
    u"negetive": u"negative",
    u"consistend": u"consistent",
    u"Lier": u"Lier", # place name
    u"redical": u"radical",
    u"redicals": u"radicals",
    u"partiton": u"partition",
    u"culd": u"could",
    u"performe": u"perform",
    u"polititions": u"politicians",
    u"specilay": u"especially",
    u"backbon": u"backbone",
    u"feld": u"felt",
    u"Verus": u"Verus", # Latin surname
    u"Fromer": u"Fromer", # surname
    u"temporory": u"temporary",
    u"sanskrit": u"Sanskrit",
    u"Piller": u"Piller", # surname
    u"enterteinment": u"entertainment",
    u"sinlge": u"single",
    u"refferd": u"referred",
    u"musiciam": u"musician",
    u"marothon": u"marathon",
    u"minites": u"minutes",
    u"singopore": u"Singapore",
    u"brigedier": u"brigadier",
    u"articlees": u"articles",
    u"rasism": u"racism",
    u"copiright": u"copyright",
    u"shortharied": u"shorthaired",
    u"photogaph": u"photograph",
    u"genaral": u"general",
    u"tranformers": u"transformers",
    u"tranformer": u"transformer",
    u"kent": u"Kent",
    u"neihbourhood": u"neighbourhood",
    u"sheffield": u"Sheffield",
    u"schot": u"shot",
    u"poplutation": u"population",
    u"bottem": u"bottom",
    u"holadays": u"holidays",
    u"Wholey": u"Wholey", # surname
    u"tranining": u"training",
    u"locotive": u"locomotive",
    u"yorkshire": u"Yorkshire",
    u"scotland": u"Scotland",
    u"remarably": u"remarkably",
    u"Heald": u"Heald", # surname
    u"Cd": u"Cd",
    u"sophisitcated": u"sophisticated",
    u"Whent": u"Whent", # surname
    u"helsonki": u"Helsinki",
    u"announecd": u"announced",
    u"fottballer": u"footballer",
    u"separeted": u"separated",
    u"chemisty": u"chemistry",
    u"Singel": u"Singel", # surname
    u"Boyes": u"Boyes", # surname
    u"friendlyness": u"friendliness",
    u"fictionlised": u"fictionalised",
    u"fictionl": u"fictional",
    u"microcasm": u"microcosm",
    u"Weer": u"Weer", # surname
    u"Gour": u"Gour", # name
    u"Tring": u"Tring",
    u"Lossing": u"Lossing", # surname
    u"myterious": u"mysterious",
    u"deciet": u"deceit",
    u"decietful": u"deceitful",
    u"appaulingly": u"appallingly",
    u"everyhting": u"everything",
    u"disentigrating": u"disintegrating",
    u"disentigrate": u"disintegrate",
    u"disentigrated": u"disintegrated",
    u"disentigrates": u"disintegrates",
    u"vertilation": u"ventilation",
    u"snear": u"sneer",
    u"vaccin": u"vaccine",
    u"expence": u"expense",
    u"soaial": u"social",
    u"indivuality": u"individuality",
    u"aweful": u"awful",
    u"femminist": u"feminist",
    u"femminists": u"feminists",
    u"femminism": u"feminism",
    u"esconsed": u"ensconced",
    u"vievs": u"views",
    u"viev": u"view",
    u"vieved": u"viewed",
    u"purpouse": u"purpose",
    u"purpouses": u"purposes",
    u"afront": u"affront",
    #2007-Feb-18
    u"pourly": u"poorly",
    u"accessery": u"accessory",
    u"corollory": u"corollary",
    u"disippate": u"dissipate ",
    u"elevater": u"elevator",
    u"irritible": u"irritable",
    u"miniscule": u"minuscule",
    u"pityful": u"pitiful",
    u"procesed": u"processed",
    u"relavant": u"relevant",
    u"wastefull": u"wasteful",
    u"twelwe": u"twelve",
    u"Hs": u"Hs",
    u"moniters": u"monitors",
    #2007-Feb-15
    u"columbian": u"Columbian",
    u"pennsylcania": u"Pennsylvania",
    #2007-Feb-13
    u"czechsolvakia": u"Czechoslovakia",
    u"inturrupted": u"interupted",
    u"eclispse": u"eclipse",
    u"minimul": u"minimal",
    u"ketboard": u"keyboard",
    #2007-Feb-09
    u"Berkely": u"Berkeley",
    u"authetic": u"authentic",
    u"Tallent": u"Tallent", # surname
    #2007-Feb-05
    u"anarexic": u"anorexic",
    #2007-Jan-30
    u"Februar": u"Februar",
    #2007-Jan-28
    u"Juli": u"Juli", # Female name
    U"Herat": u"Herat",
    #2007-Jan-24
    u"develloped": u"developed",
    #2007-Jan-20
    u"typicall": u"typical",
    u"hender": u"hinder",
    #2007-Jan-18
    u"Ater": u"Ater", # (Biblical?) name
    "Thess": u"Thess", # Abbreviation for book of Thessalonians
    u"Rable": u"Rable", # Surname
    u"advantanced": u"advanced",
    u"Marri": u"Marri", # name
    u"findes": u"finds",
    u"noblility": u"nobility",
    u"gymnasyums": u"gymnasiums",
    u"preciding": u"presiding",
    u"devine": u"divine",
    u"Devine": u"Devine", # Surname
    u"Couse": u"Couse", # Surname
    #2007-Jan-17
    u"homogeneus": u"homogenous",
    u"mordenization": u"modernization",
    u"Soundwave": u"Soundwave", # name of a Transformer
    u"respectivily": u"respectively",
    u"honorory": u"honorary",
    u"albumn": u"album",
    #2007-Jan-16
    u"actror": u"actor",
    u"tamil": u"Tamil",
    u"aganecy": u"agency",
    u"apreciate": u"appreciate",
    u"teliphone": u"telephone",
    u"setuated": u"situated",
    u"fuedal": u"feudal",
    u"meaned": u"meaning",
    u"plce": u"place",
    u"nintenth": u"nineteenth",
    u"devolaped": u"developed",
    u"fudal": u"feudal",
    u"reforme": u"reform",
    u"reslt": u"result",
    u"feilds": u"fields",
    u"lacal": u"local",
    u"brothr": u"brother",
    u"essests": u"assets",
    u"othr": u"other",
    u"othar": u"other",
    u"broters": u"brothers",
    u"bycotted": u"boycotted",
    u"courrage": u"courage",
    u"enimies": u"enemies",
    u"strugling": u"struggling",
    u"devolepment": u"developmnet",
    u"grat": u"great",
    u"weving": u"weaving",
    u"favoutete": u"favourite",
    u"empror": u"emperor",
    u"texes": u"taxes",
    u"falt": u"fault",
    u"famly": u"family",
    u"prsons": u"persons",
    u"forefathr": u"forefather",
    u"saparat": u"separate",
    u"hotal": u"hotel",
    u"pesonality": u"personality",
    u"forfater": u"forefather",
    u"thwo": u"two",
    u"fourfather": u"forefather",
    u"himalian": u"Himalayan",
    u"educatd": u"educated",
    u"greduate": u"graduate",
    u"servayer": u"surveyor",
    u"cencess": u"census",
    u"survayed": u"surveyed",
    u"martyredom": u"martyrdom",
    u"methematics": u"mathematics",
    u"leurate": u"laureate",
    u"vally": u"valley",
    u"objectioned": u"objected",
    u"reffere": u"refer",
    u"languistics": u"linguistics",
    u"emmerged": u"emerged",
    u"litrature": u"literature",
    u"melinium": u"millennium",
    u"geographicaly": u"geographically",
    u"mejority": u"majority",
    u"languist": u"linguist",
    u"nerrated": u"narrated",
    u"languistic": u"linguistic",
    u"survay": u"survey",
    u"metter": u"matter",
    u"soldure": u"soldier",
    u"colligues": u"colleagues",
    u"prectised": u"practiced",
    u"sessin": u"session",
    u"footnots": u"footnotes",
    u"beloged": u"belonged",
    u"powerfill": u"powerful",
    u"regulerly": u"regularly",
    u"stenza": u"stanza",
    u"wrte": u"wrote",
    u"oness": u"oneness",
    u"parlized": u"paralyzed",
    u"apithap": u"epitaph",
    u"epithap": u"epitaph",
    u"calliber": u"caliber",
    u"religuious": u"religious",
    u"nothren": u"northern",
    u"favoutote": u"favourite",
    u"sattled": u"settled",
    u"nerby": u"nearby",
    u"profesion": u"profession",
    u"priented": u"printed",
    u"sesitive": u"sensitive",
    u"pasions": u"passions",
    u"Jhon": u"John",
    u"stretegical": u"strategic",
    u"tearfullness": u"tearfulness",
    u"faliur": u"failure",
    u"primry": u"primary",
    u"custedy": u"custody",
    u"commettee": u"committee",
    u"appeare": u"appear",
    u"trevalage": u"travels",
    u"eddicted": u"evicted",
    u"netorius": u"notorious",
    u"sielent": u"silent",
    u"enthoism": u"enthusiasm",
    u"revealations": u"revelations",
    u"veses": u"verses",
    u"gripp": u"grip",
    u"sikness": u"sickness",
    u"importants": u"important",
    u"postmartum": u"postmortem",
    u"calligarapher": u"calligrapher",
    u"deffrences": u"differences",
    u"fullfiled": u"fulfilled",
    u"wealtheast": u"wealthiest",
    u"minarat": u"minaret",
    u"hamalayas": u"Himalayas",
    u"aleviation": u"elevation",
    u"peacks": u"peaks",
    u"memorundom": u"memorandum",
    u"mamed": u"named",
    u"lagislative": u"legislative",
    u"incompleted": u"uncompleted",
    u"instlalled": u"installed",
    u"historiens": u"historians",
    u"natonal": u"national",
    u"midle": u"middle",
    u"bothe": u"both",
    u"stregity": u"strategy",
    u"assebly": u"assembly",
    u"compeny": u"company",
    u"brothe": u"brother",
    u"crickrt": u"cricket",
    u"architact": u"architect",
    u"enginear": u"engineer",
    u"digree": u"degree",
    u"essets": u"assets",
    u"easterm": u"eastern",
    u"ruppee": u"rupee",
    u"provids": u"provides",
    u"presidant": u"president",
    u"inegurated": u"inaugurated",
    u"fedarl": u"federal",
    u"palastine": u"Palestine",
    u"prezidant": u"president",
    u"propert": u"property",
    u"rebies": u"rabies",
    u"spred": u"spread",
    u"indipandant": u"independant",
    u"launchin": u"launching",
    u"resurvaye": u"resurveyed",
    u"demaged": u"damaged",
    u"eartquake": u"earthquake",
    u"aggitating": u"agitating",
    u"comettee": u"committee",
    u"graviences": u"grievances",
    u"adhock": u"ad hoc",
    u"decion": u"decision",
    u"setember": u"September",
    u"unonimously": u"unanimously",
    u"uncontionally": u"unconditionally",
    u"vacent": u"vacant",
    u"councilar": u"councillor",
    u"condidature": u"candidature",
    u"resulution": u"resolution",
    u"hatefull": u"hateful",
    u"prohet": u"prophet",
    u"coligues": u"colleagues",
    u"shamfull": u"shameful",
    u"animy": u"enemy",
    u"wictoms": u"victims",
    u"suprem": u"supreme",
    u"emborgo": u"embargo",
    u"palaza": u"plaza",
    u"herat": u"heart",
    u"attacke": u"attack",
    u"proviencial": u"provincial",
    u"favrout": u"favourite",
    u"becons": u"beacons",
    u"physision": u"physician",
    u"comoser": u"composer",
    u"belove": u"beloved",
    u"prsonality": u"personality",
    u"piller": u"pillar",
    u"indepandance": u"independence",
    u"telephon": u"telephone",
    u"cheipest": u"cheapest",
    u"devolpe": u"developed",
    u"distric": u"district",
    u"governce": u"governance",
    u"accoprding": u"according",
    u"mony": u"money",
    u"withen": u"within",
    u"agritulture": u"agriculture",
    u"co-oprateed": u"cooperated",
    u"confidance": u"confidence",
    u"starte": u"started",
    u"saparated": u"separated",
    u"assessinated": u"assassinated",
    u"angaged": u"engaged",
    u"telifonic": u"telephonic",
    u"constrcted": u"constructed",
    u"prectising": u"practicing",
    u"rilling": u"ruling",
    u"partry": u"party",
    u"constrective": u"constructive",
    u"certifate": u"certificate",
    u"cabenet": u"cabinet",
    u"ledgend": u"legend",
    u"greately": u"greatly",
    u"developmnet": u"development",
    u"contrector": u"contractor",
    #2007-Jan-14
    u"punic": u"Punic",
    u"accociated": u"associated",
    u"alcohlic": u"alcoholic",
    u"clothings": u"clothing",
    u"settelled": u"settled",
    u"manufactores": u"manufacturers",
    u"certificats": u"certificates",
    u"texilte": u"textile",
    u"suggeste": u"suggest",
    u"assosiation": u"association",
    u"brochititis": u"bronchitis",
    u"nglish": u"English",
    u"athele": u"athlete",
    u"humback": u"humpback",
    u"honoary": u"honorary",
    u"accured": u"occurred",
    u"abalities": u"abilities",
    u"schollars": u"scholars",
    u"nams": u"names",
    u"hous": u"house",
    u"trevellors": u"travellers",
    u"curreent": u"current",
    u"familieis": u"families",
    u"rligious": u"religious",
    u"schollar": u"scholar",
    u"handkerchife": u"handkerchief",
    u"accidand": u"accident",
    u"decads": u"decades",
    u"professins": u"professions",
    u"modren": u"modern",
    u"quilified": u"qualified",
    u"depandent": u"dependent",
    u"incom": u"income",
    u"servecing": u"servicing",
    u"genratin": u"generation",
    u"reprezentatives": u"representatives",
    u"gentelman": u"gentleman",
    u"taeching": u"teaching",
    u"aducate": u"educate",
    u"precticing": u"practicing",
    u"laboretris": u"laboratories",
    u"srvicing": u"servicing",
    u"prson": u"person",
    u"dupty": u"deputy",
    u"countroller": u"controller",
    u"millitry": u"military",
    u"genitics": u"genetics",
    u"genrations": u"generations",
    u"speadily": u"speedily",
    u"dominented": u"dominated",
    u"grouth": u"growth",
    u"evrage": u"average",
    u"genral": u"general",
    u"aproximatly": u"approximately",
    u"doughters": u"daughters",
    u"merriges": u"marriages",
    u"aspecially": u"especially",
    u"axpected": u"expected",
    u"accidant": u"accident",
    u"colliguen": u"colleague",
    u"coines": u"coins",
    u"disturbe": u"disturb",
    u"martyerdom": u"martyrdom",
    u"rullar": u"ruler",
    u"persion": u"Persian",
    u"epithape": u"epitaph",
    u"repotition": u"reputation",
    u"fedral": u"federal",
    u"boyes": u"boys",
    u"primery": u"primary",
    u"satteled": u"settled",
    u"interection": u"interaction",
    u"caligrapher": u"calligrapher",
    u"brke": u"broke",
    u"forign": u"foreign",
    u"tregidies": u"tragedies",
    u"thair": u"their",
    u"meternal": u"maternal",
    u"ecamic": u"academic",
    u"adoughter": u"a daughter",
    u"compensateed": u"compensated",
    u"orphen": u"orphan",
    u"merrige": u"marriage",
    u"wikh": u"with",
    u"accidend": u"accident",
    u"decleared": u"declared",
    u"funral": u"funeral",
    u"mertyres": u"martyrs",
    u"aniversery": u"anniversary",
    u"heald": u"held",
    u"proprty": u"property",
    u"murried": u"married",
    u"camofladged": u"camouflaged",
    u"choronology": u"chronology",
    u"thaie": u"thier",
    u"effectees": u"effects",
    u"reliefe": u"relief",
    u"parnership": u"partnership",
    u"marri": u"marry",
    u"voyag": u"voyage",
    u"robbry": u"robbery",
    u"helth": u"health",
    u"conditiones": u"conditions",
    u"readmited": u"readmitted",
    u"weding": u"wedding",
    u"oppration": u"operation",
    u"complecations": u"complications",
    u"unmerried": u"unmarried",
    u"decesion": u"decision",
    
    #2007-Jan-13
    u"regiement": u"regiment",
    u"throuh": u"through",
    u"enthousiastic": u"enthusiastic",
    u"euphomism": u"euphemism",
    u"instable": u"unstable",
    u"hostilic": u"holistic",
    u"peronal": u"personal",
    u"coordenation": u"coordination",
    u"concenring": u"concerning",
    u"appretance": u"apprentice",
    u"wwho": u"who",
    u"distrubing": u"disturbing",
    u"travle": u"travel",
    u"arrdvark": u"aadrvark",
    u"scean": u"scene",
    u"tranfer": u"transfer",
    #2007-Jan-12
    u"documetns": u"documents",
    u"candidatst": u"candidates",
    u"soveit": u"soviet",
    #2007-Jan-11
    u"emty": u"empty",
    u"begaining": u"beginning",
    u"ture": u"true",
    u"mounth": u"mouth",
    u"explaind": u"explained",
    u"whould": u"would",
    u"wraped": u"wrapped",
    u"cetroid": u"centroid",
    u"vity": u"city",
    u"expirience": u"experience",
    u"mazing": u"amazing",
    u"chaning": u"changing",
    u"signifant": u"significant",
    u"addion": u"addition",
    u"extenion": u"extension",
    u"natually": u"naturally",
    u"entertaimet": u"entertainment",
    u"fortunet": u"fortunate",
    u"incourage": u"encourage",
    u"aystem": u"system",
    u"sigar": u"cigar",
    u"aports": u"sports",
    #2007-Jan-10
    u"slovenian": u"Slovenian",
    u"mediterranean": u"Mediterranean",
    u"albun": u"album",
    u"albuns": u"albums",
    u"involes": u"involves",
    u"duelest": u"duelist",
    u"occures": u"occurs",
    u"summond": u"summoned",
    u"balarina": u"ballerina",
    u"euphimism": u"euphemism",
    u"airoport": u"airport",
    u"elahant": u"elephant",
    u"ellaphants": u"elephants",
    u"nepal": u"Nepal",
    u"kuwait": u"Kuwait",
    u"malaysia": u"Malaysia",
    u"bahrain": u"Bahrain",
    u"bangladesh": u"Bangladesh",
    u"qatar": u"Qatar",
    u"temparment": u"temperament",
    u"texan": u"Texan",
    u"oregon": u"Oregon",
    u"internatonally": u"internationally",
    u"biuld": u"build",
    u"intermittenly": u"intermittently",
	#2007-Jan-09
	u"idoit": u"idiot",
	u"portraid": u"portrait",
	u"eclecticc": u"eclectic",
    #2007-Jan-08
    u"scrutinty": u"scrutiny",
    u"Duell": u"Duell", # Surname
    u"pakistanis": u"Pakistanis",
    u"arabians": u"Arabians",
    #2006-Dec-19
    u"autum": u"autumn",
    u"Poors": u"Poors",
    u"surver": u"survey",
    #2006-Dec-16
    u"jourlnist": u"journalist",
    u"melodys": u"melodies",
    u"compere": u"compère",
    u"reble": u"rebel",
    u"Hite": u"Hite",
    u"Joung": u"Joung", # surname
    u"aveage": u"average",
    u"deploma": u"diploma",
    u"immportant": u"important",
    u"Wat": u"Wat", # proper noun, surname etc
    u"climat": u"climate",
    u"dutys": u"duties",
    u"centerof": u"center of",
    u"Wil": u"Wil", # male first name
    u"Faught": u"Faught", # surname
    u"renains": u"remains",
    u"Stear": u"Stear", # surname
    u"distincly": u"distinctly",
    #2006-Dec-15
    u"Strick": u"Strick", # surname
    u"Ebing": u"Ebing", # surname
    u"periferal": u"peripheral",
    u"lenghty": u"lengthy",
    u"Youngs": u"Youngs", # surname
    u"Aisia": u"Aisia", # female name
    u"Sommer": u"Sommer", # surname
    u"Shute": u"Shute", # surname
    #2006-Dec-14
    u"Sargeant": u"Sargeant", # surname
    u"Bourn": u"Bourn", # surname
    u"incredabally": u"incredibly",
    #2006-Dec-13
    u"Sherriff": u"Sherriff", # surname
    u"pagfe": u"page",
    u"vacume": u"vacuum",
    u"subconciousness": u"subconsciousness",
    u"attcked": u"attacked",
    u"incapeable": u"incapable",
    u"forceing": u"forcing",
    u"weild": u"wield",
    u"visbale": u"visible",
    u"Neary": u"Neary", # surname
    #2006-Dec-12
    u"acore": u"score",
    #2006-Dec-09
    u"suger": u"sugar",
    u"launguage": u"language",
    u"vetical": u"vertical",
    u"throtle": u"throttle",
    u"manchester": u"Manchester",
    u"modles": u"modules",
    u"Iarnrod": u"Iarnród",
    #2006-Dec-08
    u"willaim": u"William",
    u"Platial": u"Platial",
    u"eurpopean": u"European",
    u"badguys": u"bad guys",
    u"shrowd": u"shroud",
    u"weaing": u"wearing",
    u"gimick": u"gimmick",
    u"captuured": u"captured",
    u"gadets": u"gadgets",
    u"batte": u"battle",
    u"preseverance": u"perseverance",
    u"reencarnation": u"reincarnation",
    u"proected": u"protected",
    u"hidding": u"hiding",
    u"comrad": u"comrade",
    u"telaportation": u"teleportation",
    u"hopless": u"hopeless",
    u"unknwon": u"unknown",
    u"knews": u"news",
    u"invinsible": u"invisible",
    u"bithdate": u"birthdate",
    u"unknonwn": u"unknown",
    u"staded": u"stated",
    u"unknonw": u"unknown",
    u"possiblely": u"possibly",
    u"pampleth": u"pamphlet",
    u"whe": u"when",
    u"piereced": u"pierced",
    u"Exculibar": u"Excalibur",
    u"relms": u"realms",
    u"maks": u"masks",
    u"eygptian": u"Egyptian",
    u"poisonus": u"poisonous",
    u"flamming": u"flaming",
    u"criticallly": u"critically",
    u"cantonese": u"Cantonese",
    u"amtch": u"match",
    u"arquitecture": u"architecture",
    u"Dvd": u"DVD",
	#2006-Dec-05
	u"pleausure": u"pleasure",
	u"lables": u"labels",
	u"partecipation": u"participation",
	u"howetown": u"home town",
	u"usa": u"USA",
	u"Usa": u"USA",
	u"obstetrican": u"obstetrician",
	u"fiesty": u"feisty",
	u"ensomble": u"ensemble",
	u"abandonded": u"abandoned",
	u"misenterpreted": u"misinterpreted",
	u"unconstitually": u"unconstitutionally",
	u"corrupton": u"corruption",
	u"venezualan": u"Venezuelan",
	u"outsite": u"outside",
	u"musicain": u"musician",
	u"masqurading": u"masquerading",
	u"decideds": u"decided",
	u"distrubance": u"disturbance",
	u"obviosly": u"obviously",
	u"miscelleanous": u"miscellaneous",
	u"accpets": u"accepts",
	u"adolecence": u"adolescence",
	u"disturbence": u"disturbance",
	u"cring": u"crying",
	u"documenteries": u"documentaries",
	u"contemoprary": u"contemporary",
	u"penerate": u"penetrate",
	u"blindess": u"blindness",
	u"manison": u"mansion",
	u"newst": u"newest",
	u"sercet": u"secret",
	u"weclomed": u"welcomed",
	u"threws": u"throws",
	u"unweclomed": u"unwelcomed",
	u"narcissitic": u"narcissitic",
	u"sentinent": u"sentient",
	u"gelatenous": u"gelatinous",
	u"menancing": u"menacing",
	u"insideous": u"insidious",
	u"handkercheif": u"handkerchief",
	u"ingulfed": u"engulfed",
	u"princapal": u"principal",
	u"princtpal": u"principal",
	u"uder": u"under",
	u"environment": u"environment",
	u"agreemnet": u"agreement",
	u"intenational": u"international",
	u"appoinments": u"appointments",
	u"clasify": u"classify",
	u"apparantely": u"apparently",
	u"transferrence": u"transference",
	u"meete": u"meet",
	u"infitely": u"infinitely",
	u"imaginery": u"imaginary",
	u"realationships": u"relationships",
	u"duriation": u"duration",
	u"activiys": u"activities",
	u"througly": u"thoroughly",
	u"orientearing": u"orienteering",
	u"mountinous": u"mountainous",
	u"skiped": u"skipped",
	u"indipendence": u"independence",
	u"afrementioned": u"aforementioned",
	u"sorounded": u"surrounded",
	u"treachorously": u"treacherously",
	u"christmass": u"Christmas",
	u"turist": u"tourist",
	u"laundery": u"laundry",
	u"apperently": u"apparently",
	u"charackter": u"character",
	u"explsion": u"explosion",
	u"disembowled": u"disemboweled",
	u"pteradactyl": u"pterodactyl",
	u"strecher": u"stretcher",
	u"smaked": u"smacked",
	u"venon": u"venom",
	u"trown": u"thrown",
	u"compleatly": u"completely",
	u"alleric": u"allergic",
	u"intenstines": u"intestines",
	u"whirpool": u"whirlpool",
	u"splaterring": u"splattering",
	u"rediculously": u"ridiculously",
	u"repetleady": u"repeatedly",
	u"swalled": u"swallowed",
	u"lighning": u"lightning",
	u"imapled": u"impaled",
	u"segements": u"segments",
	u"momment": u"moment",
	u"cumilated": u"cumulated",
	u"vegatable": u"vegetable",
	u"weakpoint": u"weak point",
	u"tatoos": u"tattoos",
	u"approriately": u"appropriately",
	u"larthargic": u"lethargic",
	u"emegency": u"emergency",
	u"feauture": u"feature",
	#2006-Dec-04
	u"previsouly": u"previously",
	u"ekked": u"eked",
	u"respresented": u"represented",
	u"apocolypse": u"apocalypse",
	u"threatned": u"threatened",
	u"foder": u"fodder",
	u"origns": u"origins",
	u"skandinavia": u"Scandinavia",
	u"movtivated": u"motivated",
	u"idolatory": u"idolatry",
	u"inquistion": u"inquisition",
	u"crisade": u"crusade",
	u"muncipal": u"municipal",
	u"electons": u"elections",
	u"middleclass": u"middle class",
	u"dubiuos": u"dubious",
	u"punctuatione": u"punctuation",
	u"traingle": u"triangle",
	u"shyed": u"shied",
	u"inflaitable": u"inflatable",
	u"celeberty": u"celebrity",
	u"comotose": u"comatose",
	u"widly": u"wildly",
	u"greyhnounds": u"greyhounds",
	u"knowngly": u"knowingly",
	u"siutuation": u"situation",
	u"israaeli": u"Israeli",
	u"isntructions": u"instructions",
	u"protudes": u"protrudes",
	u"socities": u"societies",
	u"univerisites": u"universities",
	u"blackpool": u"Blackpool",
	u"disablities": u"disabilities",
	u"gaurdian": u"guardian",
	u"undergrauduate": u"undergraduate",
	u"enironmental": u"environmental",
	u"restraunts": u"restaurants",
	u"qualit": u"quality",
	u"compartively": u"comparatively",
	u"facitilies": u"facilities",
	u"pisition": u"position",
	u"occupated": u"occupied",
	u"spectaclious": u"spectacular",
	u"fabuluos": u"fabulous",
	u"remarcable": u"remarkable",
	u"atractive": u"attractive",
	u"interst": u"interest",
	u"enterpise": u"enterprise",
	u"refelct": u"reflect",
	u"grwoth": u"growth",
	u"cababilites": u"capabilities",
	u"capabilties": u"capabilities",
	u"stregthen": u"strengthen",
	u"puposeful": u"purposeful",
	u"spacecapabilites": u"space capabilities",
	u"respomd": u"respond",
	u"reserch": u"research",
	u"capbilites": u"capabilities",
	u"sustan": u"sustain",
	u"aidding": u"aiding",
	u"bravly": u"bravely",
	u"boobytrapped": u"booby trapped",
	u"superiour": u"superior",
	u"shreik": u"shriek",
	u"serverly": u"severely",
	u"recue": u"rescue",
	u"dramaticlly": u"dramatically",
	u"accompys": u"accompanies",
	u"pathes": u"paths",
	u"appropriatly": u"appropriately",
	u"juding": u"judging",
	u"manufaturers": u"manufacturers",
	u"impertubable": u"imperturbable",
	u"soutn": u"southern",
	u"guitarplayer": u"guitar player",
	u"bayonettes": u"bayonets",
	u"enought": u"enough",
	u"abdandoned": u"abandoned",
	u"theactrical": u"theatrical",
	u"inantry": u"infantry",
	u"excaping": u"escaping",
	u"messangers": u"messengers",
	u"hile": u"while",
	u"eposode": u"episode",
	u"sabatage": u"sabotage",
	u"explosison": u"explosion",
	u"crimminal": u"criminal",
	u"distrupted": u"distrupted",
	u"trups": u"troops",
	u"forgivness": u"forgiveness",
	u"extincted": u"extinguished",
	u"envisoned": u"envisioned",
	u"mainphase": u"main phase",
	u"aresult": u"a result",
	u"unwillikg": u"unwilling",
	u"garisson": u"garrison",
	u"cammanders": u"commanders",
	u"apperatus": u"apparatus",
	u"civilain": u"civilian",
	u"secuing": u"securing",
	u"dialoge": u"dialogue",
	u"offencive": u"offensive",
	u"wouild": u"would",
	u"presentwere": u"present were",
	u"communicatiuon": u"communication",
	u"reginemts": u"regiments",
	u"assulted": u"assaulted",
	u"cerfew": u"curfew",
	u"declear": u"declare",
	u"comapnies": u"companies",
	u"concentarted": u"concentrated",
	u"personnle": u"personnel",
	u"volunters": u"volunteers",
	u"compant": u"company",
	u"woulb": u"would",
	u"cutted": u"cut",
	u"thems": u"their",
	u"unnessesarily": u"unnecessarily",
	u"hormony": u"harmony",
	
	#2006-Dec-02
	u"matterials": u"materials",
	#2006-Nov-29
	u"accros": u"across",
	u"Caan": u"Caan", # surname
	u"Convy": u"Convy", # surname
	u"acr": u"arc",
	u"Forstall": u"Forstall", # surname
	u"hitorical": u"historical",
	u"assoicite": u"associate",
	u"happyness": u"happiness",
	#2006-Nov-28
	u"Saif": u"Saif", # Perfectly legit name
	u"huling": u"hurling",
	u"compaired": u"compared",
	u"acadmey": u"academy",
	u"pentinum": u"Pentium",
	#2006-Nov-26
	u"wearhouse": u"warehouse",
	u"staues": u"statues",
	u"scarpbook": u"scrapbook",
	u"conuty": u"county",
	u"additionnal": u"additional",
	u"oubreak": u"outbreak",
	u"policys": u"policies",
	u"excective": u"executive",
	u"ativities": u"activities",
	u"prgramme": u"programme",
	u"orphants": u"orphans",
	u"broading": u"boarding",
	u"clincs": u"clinics",
	u"voluntery": u"voluntary",
	u"aminal": u"animal",
	u"adoptor": u"adopter",
	u"acollar": u"a collar",
	u"walefare": u"wellfare",
	u"veteinary": u"veterinary",
	u"acitives": u"activities",
	u"adminsrative": u"administrative",
	u"indipendant": u"independant",
	u"militery": u"military",
	u"govenor": u"governor",
	u"segementation": u"segmentation",
	u"affices": u"affixes",
	u"chararacters": u"characters",
	u"anyday": u"any day",
	u"positioin": u"position",
	u"comman": u"common",
	u"instiution": u"institution",
	u"whise": u"whose",
	u"prevasive": u"pervasive",
	u"februrary": u"February",
	u"consitituent": u"constituent",
	u"constitutent": u"constituent",
	u"emporer": u"Emperor",
	u"welcommed": u"welcomed",
	u"parliamentrians": u"Parliamentarians",
	u"croation": u"Croatian",
	u"authorityas": u"authority as",
	u"errupt": u"erupt",
	u"domocratic": u"democratic",
	u"austian": u"Austrian",
	u"enitire": u"entire",
	u"villans": u"villains",
	u"recogniseable": u"recognisable",
	u"centry": u"century",
	u"textil": u"textile",
	u"hir": u"his",
	u"enouch": u"enough",
	u"welthy": u"wealthy",
	u"sociaty": u"society",
	u"forbinnen": u"forbidden",
	u"sevelar": u"several",
	u"enorous": u"enormous",
	u"geniouses": u"geniuses",
	u"youngs": u"young",
	u"necesssary": u"necessary",
	u"undelevoped": u"undeveloped",
	u"luminesent": u"luminescent",
	u"upcomeing": u"upcoming",
	u"larged": u"large",
	u"impletmented": u"implemented",
	u"comprizing": u"comprising",
	u"descritption": u"description",
	u"theis": u"this",
	u"apostacy": u"apostasy",
	u"ephasizing": u"emphasizing",
	u"thelogical": u"theological",
	u"adviseable": u"advisable",
	u"upbrining": u"upbringing",
	u"cilivian": u"civilian",
	u"surving": u"surviving",
	u"beause": u"because",
	u"audienece": u"audience",
	u"monstar": u"monster",
	u"uncurable": u"incurable",
	u"aesexual": u"asexual",
	u"simmular": u"similar",
	u"diagnosted": u"diagnosed",
	u"amalgalms": u"amalgams",
	u"explanitory": u"explanatory",
	u"contaigousness": u"contagiousness",
	u"irratability": u"irritability",
	u"homesexual": u"homosexual",
	u"forgetten": u"forgotten",
	u"wil": u"will",
	u"chargrin": u"chagrin",
	u"japenese": u"Japanese",
	u"relevation": u"revelation",
	u"garabage": u"garbage",
	u"hyperventalate": u"hyperventilate",
	u"audtioning": u"auditioning",
	u"chirstmas": u"Christmas",
	u"overthown": u"overthrown",
	u"hurridly": u"hurriedly",
	u"agress": u"agrees",
	u"intefere": u"interfere",
	u"propostion": u"proposition",
	u"reluctatnly": u"reluctantly",
	u"incresingly": u"increasingly",
	u"fortuantely": u"fortunately",
	u"likie": u"like",
	u"adolensence": u"adolesence",
	u"jumpingf": u"jumping",
	u"conceils": u"conceals",
	u"Geroge": u"George",
	u"counciler": u"councilor",
	u"comtempt": u"contempt",
	u"asscociated": u"associated",
	u"apperar": u"appear",
	u"knowledeble": u"knowledgeable",
	u"someones": u"someone's",
	u"indcating": u"indicating",
	u"haried": u"haired",
	u"pronucation": u"pronunciation",
	u"necklae": u"necklace",
	u"strech": u"stretch",
	u"miror": u"minor",
	u"japanse": u"Japanese",
	u"reminicient": u"reminiscent",
	u"ater": u"after",
	u"charaltan": u"charlatan",
	u"beserk": u"berserk",
	u"exhibiton": u"exhibition",
	u"placeswith": u"places with",
	u"cookiesthat": u"cookies that",
	u"medallian": u"medallion",
	u"entracing": u"entrancing",
	u"brotherspull": u"brothers pull",
	u"extingush": u"extinguish",
	u"ingoring": u"ignoring",
	u"austrailian": u"Australian",
	u"unforunately": u"unfortunately",
	u"strickly": u"strictly",
	u"obivously": u"obviously",
	u"reunting": u"reuniting",
	u"seens": u"seems",
	u"classmites": u"classmates",
	u"partipate": u"participate",
	u"deperate": u"desperate",
	u"hidious": u"hideous",
	u"confindent": u"confident",
	u"confindence": u"confidence",
	u"graps": u"grabs",
	u"victroia": u"Victoria",
	u"uptill": u"up to",
	u"revoltionary": u"revolutionary",
	u"thei": u"their",
	u"oof": u"of",
	u"dismemebered": u"dismembered",
	u"unsurpased": u"unsurpassed",
	u"overruning": u"overrunning",
	u"clamed": u"claimed",
	u"precipateted": u"precipitated",
	u"stategies": u"strategies",
	u"desribe": u"describe",
	u"nght": u"night",
	#2006-Nov-23
	u"wereabouts": u"whereabouts",
	u"wond": u"won",
	u"rumorred": u"rumored",
	u"protaginist": u"protagonist",
	u"athmospere": u"atmosphere",
	u"atmospere": u"atmosphere",
	u"importancy": u"importance",
	u"importace": u"importance",
	#2006-Nov-20
	u"ofcourse": u"of course",
	u"theirselves": u"themselves",
	#2006-Nov-17
	u"kernal": u"kernel",
	u"kenrel": u"kernel",
	#2006-Nov-15
	u"saxons": u"Saxons",
	u"eire": u"Éire",
	u"interessting": u"interesting",
	u"oufitter": u"outfitter",
	u"frequen": u"frequent",
	u"schame": u"scheme",
	u"tecnologies": u"technologies",
	u"compartiment": u"compartment",
	u"dacaying": u"decaying",
	#u"epoques": u"eras",
	#u"epoque": u"era",
	u"gartens": u"gardens",
	u"continential": u"continental",
	u"andconstructed": u"and constructed",
	u"technologyand": u"technology and",
	u"potestant": u"Protestant",
	u"fassade": u"facade",
	u"flater": u"flatter",
	u"discused": u"discussed",
	u"filtrated": u"filtered",
	u"kown": u"known",
	u"epidemies": u"epidemics",
	u"huges": u"huge",
	u"sommer": u"summer",
	u"addionally": u"additionally",
	u"centraly": u"centrally",
	u"particurlary": u"particularly",
	u"semseter": u"semester",
	u"rigorousely": u"rigorously",
	u"prepeared": u"prepared",
	u"directon": u"direction",
	u"rivalies": u"rivalries",
	u"enginers": u"engineers",
	u"attaracted": u"attracted",
	u"liabries": u"libraries",
	u"opininon": u"opinion",
	u"impressingly": u"impressively",
	u"civlization": u"civilization",
	u"anchient": u"ancient",
	u"unkowen": u"unknown",
	u"techinically": u"technically",
	u"dentonate": u"detonate",
	u"insuing": u"ensuing",
	u"imforms": u"informs",
	u"buildig": u"building",
	u"attacing": u"attacking",
	u"persee": u"per se",
	u"builind": u"building",
	u"treasue": u"treasure",
	u"interigation": u"interrogation",
	u"burining": u"burning",
	u"runin": u"run-in",
	u"mmuch": u"much",
	u"suppoertes": u"supporters",
	u"curscene": u"cutscene",
	u"mercenarys": u"mercenaries",
	u"mercinaries": u"mercenaries",
	u"traitorious": u"traitorous",
	u"overwelmed": u"overwhelmed",
	u"outputed": u"outputted",
	u"complementar": u"complementary",
	u"condiction": u"condition",
	u"condictions": u"conditions",
	u"sequetial": u"sequential",
	u"growed": u"grew",
	u"assulting": u"assaulting",
	u"demnding": u"demanding",
	u"poisonos": u"poisonous",
	u"electricute": u"electrocute",
	u"hitchiker": u"hitchhiker",
	u"griev": u"grieve",
	u"yeat": u"year",
	u"whearas": u"whereas",
	u"technolgical": u"technological",
	u"ongoingstudy": u"ongoing study",
	u"evaluting": u"evaluating",
	#2006-Nov-13
	u"exsampel": u"example",
	u"exhiniting": u"exhibiting",
	u"Rte": u"Rte", # Abbreviation for Route
	#2006-Nov-12
	u"refinary": u"refinery",
	u"separted": u"separated",
	u"imcome": u"income",
	u"hosuehold": u"household",
	u"reatiler": u"retailer",
	u"foudation": u"foundation",
	u"vinter": u"vintner",
	u"specudlated": u"speculated",
	u"ghosttown": u"ghost-town",
	u"condiminiums": u"condominiums",
	u"bulgaries": u"burglaries",
	u"mosty": u"mostly",
	u"equivolent": u"equivalent",
	u"differantly": u"differently",
	u"disabiltites": u"disabilities",
	u"relgions": u"religions",
	u"railine": u"rail line",
	u"transmitts": u"transmits",
	u"propsoed": u"proposed",
	u"mainatance": u"maintenance",
	u"whichs": u"which",
	u"califoria": u"California",
	u"serive": u"service",
	u"doncontinued": u"discontinued",
	u"greayhound": u"grayhound",
	u"sation": u"station",
	u"champeon": u"champion",
	u"mutalated": u"mutilated",
	u"neary": u"nearly",
	u"charicterized": u"characterized",
	u"industrail": u"industrial",
	u"pyschoacoustical": u"psychoacoustical",
	u"demonstrants": u"demonstrators",
	u"eversince": u"ever since",
	u"neccessarry": u"necessary",
	u"ourcome": u"outcome",
	u"gilfriend": u"girlfriend",
	u"terorize": u"terrorize",
	u"pardonned": u"pardoned",
	u"conquerred": u"conquered",
	u"sping": u"spring",
	u"excelency": u"excellency",
	u"smuglers": u"smugglers",
	u"assignet": u"assigned",
	u"importand": u"important",
	u"behaveour": u"behaviour",
	u"lingusitics": u"linguistics",
	u"unverise": u"universe",
	u"veiw": u"view",
	u"expresison": u"expression",
	u"emphesis": u"emphasis",
	u"biblcial": u"Biblical",
	u"exclusivelly": u"exclusively",
	u"completelly": u"completely",
	u"gymnasioum": u"gymnasium",
	u"afterall": u"after all",
	u"chokelsam": u"chokeslam",
	u"assualted": u"assaulted",
	u"weigth": u"weight",
	u"repport": u"report",
	u"desastrous": u"disastrous",
	u"capitain": U"captain",
	u"cossetted": u"cosseted",
	u"episde": u"episode",
	u"iniative": u"initiative",
	u"ememy": u"enemy",
	u"supercillious": u"supercilious",
	u"Montaverdi": u"Monteverdi",
	u"freindly": u"friendly",
	u"acqauinted": u"acquainted",
	u"survalince": u"surveillance",
	u"assertain": u"ascertain",
	u"criticing": u"criticizing",
	u"subconscience": u"subconscious",
	u"aginst": u"against",
	u"mildy": u"mildly",
	u"penchance": u"penchant",
	u"believeing": u"believing",
	u"terorrist": u"terrorist",
	u"cathegory": u"category",
	u"sterio": u"stereo",
	u"relized": u"realized",
	u"eqiupment": u"equipment",
	u"aboaut": u"about",
	u"dolllars": u"dollars",
	u"finnaly": u"finally",
	u"abiout": u"about",
	u"anouther": u"another",
	u"comerce": u"commerce",
	u"dounhill": u"downhill",
	u"surrouning": u"surrounding",
	u"endin": u"ending",
	u"colombian": u"Colombian",
	u"sinopsis": u"synopsis",
	u"whishes": u"wishes",
	u"whished": u"wished",
	u"whishing": u"wishing",
	u"whish": u"which",
	u"usin": u"using",
	u"druged": u"drugged",
	u"trubled": u"troubled",
	u"managger": u"manager",
	u"sucsess": u"success",
	u"depresed": u"depressed",
	u"skiny": u"skinny",
	u"sutable": u"suitable",
	u"portraited": u"portrayed",
	u"mising": u"missing",
	#2006-Nov-11
	u"constrast": u"contrast",
	u"billon": u"billion",
	u"simulteneously": u"simultaneously",
	u"addicited": u"addicted",
	u"combustbible": u"combustible",
	u"brazillian": u"Brazilian",
	u"distilliation": u"distillation",
	u"realisticially": u"realistically",
	u"industrialsist": u"industrialist",
	u"embroyonic": u"embyronic",
	u"metamorphosize": u"metamorphose",
	u"catapault": u"catapult",
	u"venuzuela": u"Venezuela",
	u"experieced": u"experienced",
	u"thrwared": u"thwarthed",
	u"extentent": u"extent",
	u"sybiotic": u"symbiotic",
	u"interuptable": u"interruptible",
	u"incalcuable": u"incalculable",
	u"anexated": u"annexed",
	u"declarated": u"declared",
	u"turistic": u"tourism",
	u"proffessed": u"professed",
	u"expertiese": u"expertise",
	u"solted": u"salted",
	u"massivly": u"massively",
	u"jeoperdize": u"jeopardize",
	u"fameous": u"famous",
	u"tallanted": u"talented",
	u"fiersome": u"fearsome",
	u"campaigining": u"campaigning",
	u"counterattak": u"counterattack",
	u"ceized": u"seized",
	u"jewis": u"Jewish",
	u"couloured": u"coloured",
	u"beckground": u"background",
	u"rihgt": u"right",
	u"functionate": u"functions",
	u"oldtimers": u"old-timers",
	u"basefd": u"based",
	u"spinng": u"spinning",
	u"confinces": u"convinces",
	u"paitent": u"patient",
	u"laughes": u"laughs",
	u"counseler": u"counselor",
	u"embarress": u"embarrass",
	u"differances": u"differences",
	u"llyod": u"LLoyd",
	u"scabble": u"scrabble",
	u"obesses": u"obsesses",
	u"baught": u"bought",
	u"revolutionairy": u"revolutionary",
	u"propse": u"propose",
	u"doorsstep": u"doorstep",
	u"inadequete": u"inadequate",
	u"engament": u"engagement",
	u"tention": u"tension",
	u"becaming": u"becoming",
	u"thre": u"threw",
	u"enaged": u"engaged",
	u"mohalk": u"mohawk",
	u"consticted": u"constricted",
	u"wimpering": u"whimpering",
	u"additude": u"attitude",
	u"classrom": u"classroom",
	u"toungue": u"tongue",
	u"appared": u"appeared",
	u"unposessed": u"unpossessed",
	u"intitiative": u"initiative",
	u"esimate": u"estimate",
	u"federaiton": u"federation",
	u"unfortunantly": u"unfortunately",
	u"retrating": u"retreating",
	u"decalared": u"declared",
	u"obisidian": u"obsidian",
	u"hopefuly": u"hopefully",
	u"criticaly": u"crictically",
	u"subtility": u"subtlety",
	u"wipped": u"wiped",
	u"seathing": u"seething",
	u"planatery": u"planetary",
	u"socety": u"society",
	u"assuch": u"as such",
	u"whirlwhind": u"whirlwind",
	u"artilery": u"artillery",
	u"fightings": u"fighting",
	u"excercised": u"exercised",
	u"jurisdction": u"jurisdiction",
	u"econimist": u"economist",
	u"estethics": u"aesthetics",
	u"prooved": u"proved",
	u"emept": u"exempt",
	u"itis": u"it is",
	u"soley": u"solely",
	u"monitered": u"monitored",
	u"enbodiment": u"embodiment",
	u"residental": u"residential",
	u"trama": u"trauma",
	u"nutrictional": u"nutritional",
	u"falciltiy": u"facility",
	u"resorces": u"resources",
	u"shcools": u"schools",
	u"situaion": u"situation",
	u"dissconnect": u"disconnect",
	u"mannor": u"manner",
	u"espand": u"expand",
	u"progesses": u"progresses",
	u"propotionality": u"proportionality",
	u"determinatioin": u"determination",
	u"calulation": u"calculation",
	u"forumla": u"formula",
	u"consituents": u"constituents",
	u"municpal": u"municipal",
	u"votering": u"voting",
	u"certan": u"certain",
	u"movemnent": u"movement",
	u"minoriyt": u"minority",
	u"righs": u"rights",
	u"untilt": u"until",
	u"mdoern": u"modern",
	u"industires": u"industries",
	u"personnnel": u"personnel",
	u"subsidiy": u"subsidy",
	u"movemen": u"movement",
	u"initiially": u"initially",
	u"acument": u"acumen",
	u"initiailly": u"initially",
	u"profferred": u"proffered",
	u"prepel": u"propel",
	u"technolgoy": u"technology",
	u"intertia": u"inertia",
	u"estalished": u"established",
	u"mdoernize": u"modernize",
	u"pothecary": u"apothecary",
	u"alredy": u"already",
	u"bulbuous": u"bulbous",
	u"attackng": u"attacking",
	u"mssiles": u"missiles",
	u"actice": u"active",
	u"verical": u"vertical",
	u"tempoarily": u"tomporarily",
	u"trendrils": u"tendrils",
	u"interstelllar": u"interstellar",
	u"proect": u"protect",
	u"sonicbooms": u"sonic booms",
	u"sonicboom": u"sonic boom",
	u"aplies": u"applies",
	u"juvenilles": u"juveniles",
	u"eletrical": u"electrical",
	u"cenral": u"central",
	u"subterreanean": u"subterranean",
	u"selfdestruct": u"self-destruct",
	u"easly": u"easily",
	u"transferance": u"transference",
	u"asimilate": u"assimilate",
	u"facng": u"facing",
	u"appendenge": u"appendage",
	u"asuitable": u"a suitable",
	u"manuevered": u"maneuvered",
	u"accurracy": u"accuracy",
	u"portryaed": u"portrayed",
	u"homecomming": u"homecoming",
	u"miricle": u"miracle",
	u"taffic": u"traffic",
	u"ambulane": u"ambulance",
	u"wating": u"waiting",
	u"specail": u"special",
	u"behavoir": u"behaviour",
	u"crossong": u"crossing",
	u"peacetreaty": u"peace treaty",
	u"catastrophy": u"catastrophe",
	u"treator": u"traitor",
	u"unfavor": u"disfavor",
	u"finnsh": u"Finnish",
	u"retreate": u"retreat",
	u"fundings": u"funding",
	u"releted": u"related",
	u"veak": u"weak",
	u"suplies": u"supplies",
	u"withstanded": u"withstood",
	u"wase": u"was",
	u"emperror": u"emperor",
	u"skilfulli": u"skillfully",
	u"correspondency": u"corespondency",
	u"reconing": u"reckoning",
	u"poemcollection": u"poem collection",
	#u"phycological": u"psychological",  # Phycology is the study of algae
	u"souvereign": u"sovereign",
	u"contradictional": u"contradictionary",
	u"cabeling": u"cabling",
	u"pannel": u"panel",
	u"echoe": u"echo",
	u"tickeling": u"tickling",
	u"coreography": u"choreography",
	u"percusiions": u"percussions",
	u"emmigrants": u"emigrants",
	u"luth": u"lute",
	u"plyer": u"player",
	u"smal": u"small",
	u"wainting": u"waiting",
	u"greec": u"Greek",
	u"moneyorder": u"money-order",
	u"advertize": u"advertise",
	u"divergant": u"divergent",
	u"agees": u"agrees",
	u"threated": u"threatened",
	u"eastcoast": u"east coast",
	u"birtplace": u"birthplace",
	u"invasian": u"invasion",
	u"brougt": u"brought",
	u"othen": u"often",
	u"sapphite": u"sapphire",
	u"usaully": u"usually",
	u"heilum": u"helium",
	u"Heilum": u"helium",
	#u"Hydrogen": u"hydrogen",
	#u"Helium": u"helium",
	#u"Lithium": u"lithium",
	#u"Beryllium": u"beryllium",
	#u"Boron": u"boron",
	#u"Carbon": u"carbon",
	#u"Nitrogen": u"nitrogen",
	#u"Oxygen": u"oxygen",
	#u"Fluorine": u"fluorine",
	#u"Neon": u"neon",
	#u"Sodium": u"sodium",
	#u"Magnesium": u"magnesium",
	#u"Aluminium": u"aluminium",
	#u"Aluminum": u"aluminum",
	#u"Silicon": u"silicon",
	#u"Phosphorus": u"phosphorus",
	#u"Sulfur": u"sulfur",
	#u"Sulphur": u"sulphur",
	#u"Chlorine": u"chlorine",
	#u"Argon": u"argon",
	#u"Potassium": u"potassium",
	#u"Calcium": u"calcium",
	#u"Scandium": u"scandium",
	#u"Titanium": u"titanium",
	#u"Vanadium": u"vanadium",
	#u"Chromium": u"chromium",
	#u"Manganese": u"manganese",
	#u"Iron": u"iron",
	#u"Cobalt": u"cobalt",
	#u"Nickel": u"nickel",
	#u"Copper": u"copper",
	#u"Zinc": u"zinc",
	#u"Gallium": u"gallium",
	#u"Germanium": u"germanium",
	#u"Arsenic": u"arsenic",
	#u"Selenium": u"selenium",
	#u"Bromine": u"bromine",
	#u"Krypton": u"krypton",
	#u"Rubidium": u"rubidium",
	#u"Strontium": u"strontium",
	#u"Yttrium": u"yttrium",
	#u"Zirconium": u"zirconium",
	#u"Niobium": u"niobium",
	#u"Molybdenum": u"molybdenum",
	#u"Technetium": u"technetium",
	#u"Ruthenium": u"ruthenium",
	#u"Rhodium": u"rhodium",
	#u"Palladium": u"palladium",
	#u"Silver": u"silver",
	#u"Cadmium": u"cadmium",
	#u"Indium": u"indium",
	#u"Tin": u"tin",
	#u"Antimony": u"antimony",
	#u"Tellurium": u"tellurium",
	#u"Iodine": u"iodine",
	#u"Xenon": u"xenon",
	#u"Caesium": u"caesium",
	#u"Barium": u"barium",
	#u"Lanthanum": u"lanthanum",
	#u"Cerium": u"cerium",
	#u"Praseodymium": u"praseodymium",
	#u"Neodymium": u"neodymium",
	#u"Promethium": u"promethium",
	#u"Samarium": u"samarium",
	#u"Europium": u"europium",
	#u"Gadolinium": u"gadolinium",
	#u"Terbium": u"terbium",
	#u"Dysprosium": u"dysprosium",
	#u"Holmium": u"holmium",
	#u"Erbium": u"erbium",
	#u"Thulium": u"thulium",
	#u"Ytterbium": u"ytterbium",
	#u"Lutetium": u"lutetium",
	#u"Hafnium": u"hafnium",
	#u"Tantalum": u"tantalum",
	#u"Tungsten": u"tungsten",
	#u"Rhenium": u"rhenium",
	#u"Osmium": u"osmium",
	#u"Iridium": u"iridium",
	#u"Platinum": u"platinum",
	#u"Gold": u"gold",
	#u"Mercury": u"mercury",
	#u"Thallium": u"thallium",
	#u"Lead": u"lead",
	#u"Bismuth": u"bismuth",
	#u"Polonium": u"polonium",
	#u"Astatine": u"astatine",
	#u"Radon": u"radon",
	#u"Francium": u"francium",
	#u"Radium": u"radium",
	#u"Actinium": u"actinium",
	#u"Thorium": u"thorium",
	#u"Protactinium": u"protactinium",
	#u"Uranium": u"uranium",
	#u"Neptunium": u"neptunium",
	#u"Plutonium": u"plutonium",
	#u"Americium": u"americium",
	#u"Californium": u"californium",
	#u"Einsteinium": u"einsteinium",
	#u"Fermium": u"fermium",
	#u"Mendelevium": u"mendelevium",
	#u"Nobelium": u"nobelium",
	#u"Lawrencium": u"lawrencium",
	#u"Rutherfordium": u"rutherfordium",
	#u"Dubnium": u"dubnium",
	#u"Seaborgium": u"seaborgium",
	#u"Bohrium": u"bohrium",
	#u"Hassium": u"hassium",
	#u"Meitnerium": u"meitnerium",
	#u"Darmstadium": u"darmstadium",
	#u"Roentgenium": u"roentgenium",
	#u"Ununbium": u"ununbium",
	#u"Ununtrium": u"ununtrium",
	#u"Ununquadium": u"ununquadium",
	#u"Ununpentium": u"ununpentium",
	#u"Ununhexium": u"ununhexium",
	#u"Ununseptium": u"ununseptium",
	#u"Ununoctium": u"ununoctium",
	#2006-Nov-10
	u"toady": u"today",
	u"ofthen": u"often",
	u"veterns": u"veterans",
	#2006-Nov-09
	u"stmulated": u"stimulated",
	u"allso": u"also",
	u"populour": u"popular",
	u"funfilled": u"fun-filled",
	u"writng": u"writing",
	u"descrived": u"described",
	u"switerland": u"Switzerland",
	u"beiing": u"being",
	u"airpalanes": u"airplanes",
	u"beiond": u"beyond",
	u"commnad": u"command",
	u"deplorabile": u"deplorable",
	u"allmost": u"almost",
	u"nonexitent": u"nonexistent",
	u"barage": u"barrage",
	u"vlley": u"valley",
	u"tawards": u"towards",
	u"raching": u"reaching",
	u"reassingned": u"reassigned",
	u"rezist": u"resist",
	u"attaked": u"attacked",
	u"detachement": u"detachment",
	u"detachements": u"detachments",
	u"beying": u"being",
	u"throughthe": u"through the",
	u"abandonedby": u"abandoned by",
	u"allover": u"all over",
	u"personnels": u"personnel",
	u"millitancy": u"militancy",
	u"dissention": u"dissension",
	u"rnage": u"range",
	u"soom": u"soon",
	u"repared": u"repaired",
	u"scrimage": u"skirmish",
	u"soons": u"soon",
	u"eygpt": u"Egypt",
	u"muslem": u"Muslim",
	u"changued": u"changed",
	u"promessed": u"promised",
	u"gril": u"girl",
	u"altought": u"although",
	u"persoanlities": u"personalities",
	u"dady": u"daddy",
	u"maneuvability": u"maneuverability",
	u"maneuverabilty": u"maneuverability",
	u"dayligth": u"daylight",
	u"ideed": u"indeed",
	u"supresed": u"suppressed",
	u"depht": u"depth",
	u"balcan": u"Balkan",
	u"popolation": u"population",
	u"vallies": u"valleys",
	u"poors": u"pours",
	u"goddeses": u"goddesses",
	u"disginguished": u"distinguished",
	u"ottoman": u"Ottoman",
	u"intelectuals": u"intellectuals",
	u"indepence": u"independance",
	u"wheo": u"who",
	u"adrietic": u"Adriatic",
	u"plattinum": u"platinum",
	u"threfore": u"therefore",
	u"symbollically": u"symbolically",
	u"simultaneoulsy": u"simultaneously",
	u"yelded": u"yielded",
	u"enthusiasitc": u"enthusiastic",
	u"contributted": u"contributed",
	u"coutenance": u"countenance",
	u"juvinile": u"juvenile",
	u"gleefull": u"gleeful",
	u"tearfull": u"tearful",
	u"drawning": u"drawing",
	u"boquet": u"bouquet",
	u"fastly": u"quickly",
	u"schrapnel": u"shrapnel",
	u"plumeting": u"plummeting",
	u"paniced": u"panicked",
	u"flattly": u"flatly",
	u"aks": u"asks",
	u"suggets": u"suggests",
	u"forutne": u"fortune",
	u"innitially": u"initially",
	u"shrugg": u"shrug",
	u"admitts": u"admits",
	u"genuinly": u"genuinely",
	u"redeption": u"redemption",
	u"steele": u"steel",
	u"Steele": u"Steele", # surname
	u"mimick": u"mimic",
	u"presumebly": u"presumably",
	u"rightously": u"righteously",
	u"opprobium": u"opprobrium",
	u"superd": u"superb",
	u"misson": u"mission",
	u"chainging": u"changing",
	u"remaind": u"remained",
	u"succsess": u"success",
	u"conferederate": u"confederate",
	u"irregulary": u"irregularly",
	u"vehicals": u"vehicles",
	u"arnoured": u"armoured",
	u"domiate": u"dominant",
	u"braches": u"branches",
	u"arsenel": u"arsenal",
	u"capabiliy": u"capability",
	u"econmoy": u"economy",
	u"talored": u"tailored",
	u"sensative": u"sensitive",
	u"sypnosis": u"synopsis",
	u"apects": u"aspects",
	u"unbalanaced": u"unbalanced",
	u"corrrespoding": u"corresponding",
	#2006-Nov-08
	u"pusposely": u"purposely",
	u"osiginally": u"originally",
	u"bgan": u"began",
	u"anevent": u"an event",
	u"transferrd": u"transferred",
	u"sightssing": u"sightseeing",
	u"activivity": u"activity",
	u"approxiametly": u"approximately",
	u"extert": u"exert",
	u"victem": u"victim",
	u"schasms": u"schisms",
	u"likw": u"like",
	u"restablishment": u"reestablishment",
	u"istory": u"history",
	u"ignoraning": u"ignoring",
	u"estmated": u"estimated",
	u"elecion": u"election",
	u"buro": u"bureau",
	u"wat": u"what",
	u"weakests": u"weakest",
	u"onesself": u"oneself",
	u"ruller": u"ruler",
	u"conveined": u"convened",
	u"betrayel": u"betrayal",
	u"physicly": u"physically",
	u"pestileny": u"pestilent",
	u"coezisted": u"coexisted",
	u"seeked": u"sought",
	u"respnded": u"responded",
	u"caputed": u"captured",
	u"resque": u"rescue",
	u"negoriate": u"negotiate",
	u"juristicion": u"jurisdiction",
	u"jeoperdizing": u"jeopardizing",
	u"immeadiately": u"immediately",
	u"scortched": u"scorched",
	u"freindhip": u"friendship",
	u"excaped": u"escaped",
	u"intervienes": u"intervenes",
	u"deceisive": u"decisive",
	u"aboloshed": u"abolished",
	u"decisevly": u"decisively",
	u"beatles": u"Beatles",
	u"sweeet": u"sweet",
	u"hadnt": u"hadn't",
	u"werent": u"weren't",
	u"mateiralise": u"materialise",
	u"minuite": u"minute",
	u"limted": u"limited",
	u"reching": u"reaching",
	u"elaphants": u"elephants",
	u"inderpendent": u"independant",
	u"releasec": u"released",
	u"downolad": u"download",
	u"irland": u"Ireland",
	u"technicle": u"technical",
	u"faver": u"favour",
	u"origanally": u"originally",
	u"oficialy": u"officially",
	u"occupuy": u"occupy",
	u"ltieutenant": u"lieutenant",
	u"effot": u"effort",
	u"destroyng": u"destroying",
	u"horrendus": u"horrendous",
	u"notroiously": u"notoriously",
	u"enterd": u"entered",
	u"palces": u"places",
	u"beome": u"become",
	u"rapproachment": u"rapprochement",
	u"poiltical": u"political",
	u"realtions": u"relations",
	u"descredit": u"discredit",
	u"provencial": u"provincial",
	u"reasses": u"reassess",
	u"redploy": u"redeploy",
	u"incessently": u"incessantly",
	u"redployment": u"redeployment",
	u"belif": u"belief",
	u"forceably": u"forcibly",
	u"crontroversial": u"controversial",
	u"beginnning": u"beginning",
	u"pukking": u"pulling",
	u"coems": u"comes",
	u"assisantance": u"assistance",
	u"marevlous": u"marvelous",
	u"oput": u"out",
	u"spinned": u"spun",
	u"caotic": u"chaotic",
	u"engiens": u"engines",
	u"perminatly": u"permanently",
	u"abck": u"back",
	u"thst": u"that",
	u"himslef": u"himself",
	u"publsiher": u"publisher",
	u"interpint": u"interprint",
	u"unsucsessfull": u"unsuccessful",
	u"dubed": u"dubbed",
	u"runing": u"running",
	u"swiesh": u"Swedish",
	u"comcs": u"comics",
	u"envolvement": u"involvement",
	u"ferrys": u"ferries",
	u"traveld": u"traveled",
	u"gepgraphy": u"geography",
	u"plantaions": u"plantations",
	u"conlict": u"conflict",
	u"covention": u"convention",
	u"fter": u"after",
	u"refferendum": u"referendum",
	u"messure": u"measure",
	u"pricincts": u"precincts",
	u"strongley": u"strongly",
	u"unanamously": u"unanimously",
	u"briges": u"bridges",
	u"sympethizers": u"sympathizers",
	u"sympethizer": u"sympathizer",
	u"regual": u"regular",
	u"emassing": u"amassing",
	u"prepartaion": u"preparation",
	u"conferderate": u"confederate",
	u"reargaurd": u"rearguard",
	u"parroled": u"paroled",
	u"picketts": u"pickets",
	u"semptember": u"September",
	u"seiged": u"sieged",
	u"hunchabck": u"hunchback",
	u"escpae": u"escape",
	u"colloseum": u"colosseum",
	u"scottsman": u"Scotsman",
	u"shreads": u"shreds",
	u"driveing": u"driving",
	u"unleased": u"unleashed",
	u"tradtionally": u"traditionally",
	u"cavlary": u"cavalry",
	u"obsure": u"obscure",
	u"regularlary": u"regularly",
	u"predessessors": u"predecessors",
	u"falme": u"flame",
	u"chriot": u"chariot",
	u"leswhere": u"elsewhere",
	u"divince": u"divine",
	u"meer": u"mere",
	u"Meer": u"Meer", # Surname
	u"pursuite": u"pursue",
	u"profitible": u"profitable",
	u"apposed": u"opposed",
	u"mainy": u"mainly",
	u"competitiors": u"competitors",
	u"heavely": u"heavily",
	u"indentifiying": u"identifying",
	u"indentifiy": u"identify",
	u"indentifies": u"identifies",
	u"indentified": u"identified",
	u"arival": u"arrival",
	u"gernanic": u"Germanic",
	u"seceeds": u"secedes",
	u"gardning": u"gardening",
	u"stereotpye": u"stereotype",
	u"explaing": u"explaining",
	u"twisitng": u"twisting",
	u"empy": u"empty",
	u"inwhich": u"in which",
	u"incontours": u"encounters",
	u"hapiness": u"happiness",
	u"accompinied": u"accompanied",
	u"asscorted": u"escorted",
	u"desperatley": u"desperately",
	u"didnot": u"did not",
	u"femine": u"feminine",
	u"rebillious": u"rebellious",
	u"incounters": u"encounters",
	u"forcfully": u"forcefully",
	u"imcontured": u"encountered",
	u"handul": u"handful",
	u"secretely": u"secretly",
	u"carring": u"carrying",
	u"tempature": u"temperature",
	u"deciedes": u"decides",
	u"comanding": u"commanding",
	u"trancendental": u"transcendental",
	u"sircles": u"circles",
	u"instrumenal": u"instrumental",
	u"sircle": u"circle",
	u"spririt": u"spirit",
	u"ecspected": u"expected",
	u"subconciuos": u"subconscious",
	u"drakness": u"darkness",
	u"zoombies": u"zombies",
	u"crations": u"creations",
	u"beeings": u"beings",
	u"cilent": u"silent",
	u"incarneated": u"incarnated",
	u"genious": u"genius",
	u"powerseeking": u"power seeking",
	u"unscrupellous": u"unscrupulous",
	u"speach": u"speech",
	u"caracter": u"character",
	u"gruesom": u"gruesome",
	u"allmighty": u"almighty",
	u"eternily": u"eternally",
	u"incarneted": u"incarnated",
	u"sacrify": u"sacrifice",
	u"crusified": u"crucified",
	u"forgivenes": u"forgiveness",
	u"consequenses": u"consequences",
	u"ethymology": u"etymology",
	u"estabilishment": u"establishment",
	u"stabilished": u"established",
	u"ureachable": u"unreachable",
	u"porcesed": u"processed",
	u"unlkely": u"unlikely",
	u"initaed": u"initiated",
	u"ointing": u"anointing",
	u"wicthes": u"witches",
	
	
	#2006-Nov-07
	u"realsed": u"released",
	u"sacrifying": u"sacrificing",
	u"lamblast": u"lambaste",
	u"pincher": u"pincer",
	u"closests": u"closest",
	u"pyschologically": u"psychologically",
	u"fugutive": u"fugitive",
	u"soundwave": u"sound wave",
	u"soundwaves": u"sound waves",
	u"illiteratcy": u"illiteracy",
	u"slained": u"slain",
	u"martia": u"martial",
	u"superfical": u"superficial",
	u"kindess": u"kindess",
	u"ashed": u"ashes",
	u"lovecraftian": u"Lovecraftian",
	u"disingeniously": u"disingenuously",
	u"accultration": u"acculturation",
	u"litereature": u"literature",
	u"missionairies": u"missionaries",
	u"indigeneous": u"indigenous",
	u"requried": u"required",
	u"beaureaucrats": u"bureaucrats",
	u"conquerored": u"conquered",
	u"garrissoned": u"garrisoned",
	u"chinere": u"Chinese",
	u"sceenshot": u"screenshot",
	u"respresentation": u"representation",
	u"statium": u"stadium",
	u"imprisioning": u"imprisoning",
	u"puzzeled": u"puzzled",
	u"lettting": u"letting",
	u"barbaque": u"barbecue",
	u"malfuntions": u"malfunctions",
	u"immedately": u"immediately",
	u"aweakens": u"awakens",
	u"pummbling": u"pummeling",
	u"decive": u"deceive",
	u"demmanding": u"demanding",
	u"immeadately": u"immediately",
	u"commments": u"comments",
	u"singlehandely": u"singlehandedly",
	u"contianing": u"containing",
	u"mght": u"might",
	u"wreslting": u"wrestling",
	u"questiongly": u"questioningly",
	u"vist": u"visit",
	u"tolterate": u"tolerate",
	u"englarge": u"enlarge",
	u"mistakens": u"mistakes",
	u"feaured": u"featured",
	u"discripiton": u"description",
	u"fouth": u"fourth",
	u"ginant": u"giant",
	u"accelaration": u"acceleration",
	u"secndos": u"seconds",
	u"countrie": u"country",
	u"ficticous": u"fictitious",
	u"nex": u"next",
	u"washingdon": u"Washington",
	u"suvery": u"survey",
	u"sulthan": u"Sultan",
	u"chieftens": u"chieftains",
	u"missionaires": u"missionaries",
	u"mueseum": u"museum",
	u"monolitics": u"monoliths",
	u"ferver": u"fervor",
	u"cosmopolitian": u"cosmopolitan",
	u"harmanious": u"harmonious",
	u"inaccessability": u"inaccessibility",
	u"mesopotamia": u"Mesopotamia",
	u"pilgirms": u"pilgrims",
	u"furtherore": u"furthermore",
	u"Batholomew": u"Bartholomew",
	u"reisitant": u"resistant",
	u"ruthess": u"ruthless",
	u"destrution": u"destruction",
	u"appelation": u"appellation",
	u"distonguish": u"distinguish",
	u"tolernat": u"tolerant",
	u"bcame": u"became",
	u"seuch": u"such",
	u"vulberable": u"vulnerable",
	u"moreterrible": u"more terrible",
	u"martyers": u"martyrs",
	u"amerchant": u"a merchant",
	u"skiled": u"skilled",
	u"missionaty": u"missionary",
	u"anciet": u"ancient",
	u"therby": u"thereby",
	u"vessl": u"vessel",
	u"aisia": u"Asia",
	u"proples": u"peoples",
	u"intoduce": u"introduce",
	u"foriegners": u"foreigners",
	u"chrisians": u"Christians",
	u"staunchy": u"staunchly",
	u"robberys": u"robberies",
	u"fasilitates": u"facilitates",
	u"hostes": u"hosts",
	u"indroduce": u"introduce",
	u"contunued": u"continued",
	u"strick": u"strict",
	u"mytical": u"mythical",
	u"campaingns": u"campaigns",
	u"glimses": u"glimpses",
	u"beneficieries": u"beneficiaries",
	u"ony": u"only",
	u"textle": u"textile",
	u"carraiges": u"carriages",
	u"conspiciously": u"conspicuously",
	u"auro": u"aura",
	u"haristyles": u"hairstyles",
	u"earlie": u"earlier",
	u"rectangualar": u"rectangular",
	u"rythemic": u"rhythmic",
	u"erotcism": u"eroticism",
	u"decorational": u"decorative",
	u"moudlings": u"mouldings",
	#2006-Nov-06
	u"loosing": u"losing",
	u"planed": u"planned",
	u"sleept": u"slept",
	u"reasonabley": u"resonably",
	u"accuesed": u"accused",
	u"upported": u"supported",
	u"aplogise": u"apologise",
	u"horffic": u"horrific",
	u"responsiable": u"responsible",
	u"supprt": u"support",
	u"diffcult": u"difficult",
	u"attensions": u"attentions",
	u"adment": u"adamant",
	u"disscovering": u"discovering",
	u"inheirited": u"inherited",
	u"Irleand": u"Ireland",
	u"bulter": u"butler",
	u"comprensiv": u"comprehensive",
	u"dissaster": u"disaster",
	u"gots": u"got",
	u"goig": u"going",
	u"balcany": u"balcony",
	u"accuired": u"acquired",
	u"photocoping": u"photocopying",
	u"admirerer": u"admirer",
	u"presant": u"present",
	u"amd": u"and",
	u"AMD": u"AMD",
	u"ppeared": u"appeared",
	u"jelous": u"jealous",
	u"rebal": u"rebel",
	u"palyed": u"played",
	u"wach": u"watch",
	u"confisgated": u"confiscated",
	u"prounonced": u"pronounced",
	u"believd": u"believed",
	u"parner": u"partner",
	u"reconised": u"recognised",
	u"aligations": u"allegations",
	u"cought": u"caught",
	u"exuste": u"exhaust",
	u"tought": u"taught",
	u"conversastion": u"conversation",
	u"succefully": u"successfully",
	u"drived": u"drove",
	u"sametime": u"same time",
	u"whent": u"went",
	u"lieed": u"lied",
	u"beeing": u"being",
	u"blieve": u"believe",
	u"runover": u"run over",
	u"strangley": u"strangely",
	u"religios": u"religious",
	u"layeing": u"laid",
	u"spresded": u"spread",
	u"reiver": u"river",
	u"ambraced": u"embraced",
	u"expeled": u"expelled",
	u"inforced": u"enforced",
	u"bhudhist": u"Buddhist",
	u"anxsity": u"anxiety",
	u"ambrased": u"embraced",
	u"myrtirdom": u"martyrdom",
	u"incidant": u"incident",
	u"arrivel": u"arrival",
	u"merried": u"married",
	u"accopied": u"accompanied",
	u"mesinger": u"messager",
	u"legeslative": u"legislative",
	u"peupile": u"pupil",
	u"theoritically": u"theoretically",
	u"spiritualy": u"spiritually",
	u"officeis": u"office is",
	u"islamabad": u"Islamabad",
	u"cityes": u"cities",
	u"twelwth": u"twelfth",
	u"eligeble": u"eligible",
	u"choise": u"choice",
	u"pricipally": u"principally",
	u"acceive": u"achieve",
	u"contitions": u"conditions",
	u"emediately": u"immediately",
	u"elswere": u"elsewhere",
	u"surender": u"surrender",
	u"abled": u"enabled",
	u"decition": u"decision",
	u"sourrender": u"surrender",
	u"militarty": u"military",
	u"familiy": u"family",
	u"respresents": u"represents",
	u"institue": u"institute",
	u"establshed": u"established",
	u"scultures": u"sculptures",
	u"instituition": u"institution",
	u"establishement": u"establishment",
	u"specilized": u"specialized",
	u"whicle": u"which",
	u"universtiy": u"university",
	u"teachnology": u"technology",
	u"bunglow": u"bungalow",
	u"residentiall": u"residential",
	u"saif": u"said",
	u"congregrate": u"congregate",
	u"musilm": u"Muslim",
	u"locatioin": u"location",
	u"renonwed": u"reknowned",
	u"disfunctional": u"dysfunctional",
	u"demading": u"demanding",
	u"loost": u"lost",
	u"temperatly": u"temporarily",
	u"evetualy": u"eventually",
	u"explaned": u"explained",
	u"beleve": u"believe",
	u"expolsion": u"explosion",
	u"suicde": u"suicide",
	u"poing": u"point",
	u"smokng": u"smoking",
	u"fellings": u"feelings",
	u"borher": u"brother",
	u"confisicated": u"confiscated",
	u"deseted": u"deserted",
	u"swign": u"swing",
	u"rore": u"rode",
	u"abulance": u"ambulance",
	u"kife": u"knife",
	u"heartattck": u"heart attack",
	u"heart attack": u"heart attack",
	u"hounrable": u"honourable",
	u"lighteening": u"lightning",
	u"deverstated": u"devestated",
	u"carsh": u"crash",
	u"feelt": u"felt",
	u"virtous": u"virtuous",
	u"nuber": u"number",
	u"punishement": u"punishment",
	u"referes": u"refers",
	u"pentogram": u"pentagram",
	u"higth": u"high",
	u"workking": u"working",
	u"breakthrougth": u"breakthrough",
	u"indentification": u"identification",
	u"terroritery": u"territory",
	u"enexed": u"annexed",
	u"netorious": u"notorious",
	u"rute": u"route",
	u"accupied": u"occupied",
	u"terrotory": u"territory",
	u"devoleped": u"developed",
	u"apposite": u"opposite",
	u"nobality": u"nobility",
	u"personility": u"personality",
	u"prformed": u"performed",
	u"condidate": u"candidate",
	u"oprating": u"operating",
	u"decleration": u"declaration",
	u"wellknown": u"well known",
	u"highqualified": u"highly qualified",
	u"wekkly": u"weekly",
	u"lawers": u"lawyers",
	u"compet": u"compete",
	u"brillient": u"brilliant",
	u"appearerd": u"appeared",
	u"exuctive": u"executive",
	u"beed": u"been",
	u"bew": u"new",
	u"follolwing": u"following",
	u"chould": u"could",
	u"origionaly": u"originally",
	u"chool": u"school",
	u"ahelter": u"shelter",
	u"consted": u"consisted",
	u"gfardens": u"gardens",
	u"halping": u"helping",
	u"accasions": u"occasions",
	u"tessalated": u"tessellated",
	u"particularirly": u"particularly",
	u"origionates": u"originates",
	u"Swedish": u"Swedish",
	u"callisthenics": u"calisthenics",
	u"followes": u"follows",
	u"sleves": u"sleeves",
	u"hite": u"white",
	u"shirl": u"shirt",
	u"crricular": u"curricular",
	u"arabia": u"Arabia",
	u"damascus": u"Damascus",
	u"defancive": u"defensive",
	u"defand": u"defend",
	u"conqure": u"conquer",
	u"officiers": u"officers",
	u"reconqure": u"reconquer",
	u"surreundered": u"surrendered",
	u"basra": u"Basra",
	u"jordan": u"Jordan",
	u"palestine": u"Palestine",
	u"jerusalem": u"Jerusalem",
	u"verion": u"version",
	u"idicate": u"indicate",
	u"israel": u"Israel",
	u"bristol": u"Bristol",
	u"southhampton": u"Southampton",
	u"twickenham": u"Twickenham",
	u"heritige": u"heritage",
	u"formely": u"formerly",
	u"turtorial": u"tutorial",
	u"eacg": u"each",
	u"apolgy": u"apology",
	u"mysteroius": u"mysterious",
	u"finacé": u"fiancé",
	u"daggar": u"dagger",
	u"horrorified": u"horrified",
	u"antedote": u"antidote",
	u"daggars": u"daggers",
	u"callled": u"called",
	u"setps": u"steps",
	u"thirtytwo": u"thirty two",
	u"thirtysix": u"thirty six",
	u"decsending": u"descending",
	u"extravangaza": u"extravaganza",
	u"intellignece": u"intelligence",
	u"portrayl": u"portrayal",
	u"asessment": u"assessment",
	u"fortyeight": u"forty eight",
	u"fiftysix": u"fifty six",
	u"twentythree": u"twenty three",
	u"chorographic": u"choreographic",
	u"seventyfour": u"seventy four",
	u"twentyfour": u"twenty four",
	u"interpration": u"interpretation",
	u"blossum": u"blossom",
	u"thritytwo": u"thirty two",
	u"speacial": u"special",
	u"camly": u"calmly",
	u"fogive": u"forgive",
	u"eurasia": u"Eurasia",
	u"numeous": u"numerous",
	u"marchs": u"marches",
	u"tamples": u"temples",
	u"paralles": u"parallels",
	u"parrellel": u"parallel",
	u"contemoparary": u"contemporary",
	u"elminating": u"eliminating",
	u"superstistions": u"superstitions",
	u"indipendance": u"independance",
	u"adequetly": u"adequately",
	u"discreate": u"discrete",
	u"dienchanted": u"disenchanted",
	u"scholors": u"scholars",
	u"crticism": u"criticism",
	
	#2006-Nov-05
	u"desperare": u"desperate",
	u"colse": u"close",
	#2006-Nov-04
	u"avident": u"evident",
	#2006-Nov-03
	u"undescribable": u"indescribable",
	u"cuased": u"caused",
	u"trampeling": u"trampling",
	u"mojar": u"major",
	u"atracttion": u"attraction",
	u"babarian": u"barbarian",
	u"episdoes": u"episodes",
	u"episdoe": u"episode",
	u"technoogy": u"technology",
	u"enterprse": u"enterprise",
	u"congresssional": u"congressional",
	u"argualy": u"arguably",
	u"publich": u"public",
	u"gradaute": u"graduate",
	u"analomies": u"anomalies",
	u"newgroups": u"newsgroups",
	u"discernable": u"discernible",
	#2006-Nov-02
	u"foundhis": u"found his",
	u"asistent": u"assistant",
	u"liscense": u"license",
	u"celeberated": u"celebrated",
	u"ussed": u"used",
	u"pressent": u"present",
	u"disseased": u"diseased",
	u"unihabitated": u"uninhabited",
	u"botn": u"born",
	u"olympics": u"Olympics",
	u"investmente": u"investment",
	u"withuot": u"without",
	u"histry": u"history",
	u"experimentive": u"experimental",
	#2006-Nov-01
	u"napsack": u"knapsack",
	u"problme": u"problem",
	u"alfabet": u"alphabet",
	u"alfabets": u"alphabets",
	u"amfetamine": u"amphetamine",
	u"biografies": u"biographies",
	u"profet": u"prophet",
	u"fased": u"phased",
	u"fase": u"phase",
	u"dj": u"DJ",
	u"Dj": u"DJ",
	u"primiered": u"premiered",
	u"primiere": u"premiere",
	u"primieres": u"premieres",
	u"distroy": u"destroy",
	u"distroys": u"destroys",
	u"distroyed": u"destroyed",
	u"distroying": u"destroying",
	u"accompiny": u"accompany",
	u"accompined": u"accompanied",
	u"accompines": u"accompanies",
	u"sideded": u"sided",
	u"unanamous": u"unanimous",
	u"curiousely": u"curiously",
	u"producted": u"produced",
	u"observering": u"observing",
	u"agrumentative": u"argumentative",
	u"elcipse": u"eclipse",
	u"platinium": u"platinum",
	u"uique": u"unique",
	u"descion": u"decision",
	u"descions": u"decisions",
	#2006-Oct-31
	u"stetch": u"stretch",
	u"coincidently": u"coincidentally",
	u"coinsided": u"considered",
	u"asscertain": u"ascertain",
	u"deam": u"dream",
	u"encirclment": u"encirclement",
	u"likliehood": u"likelihood",
	u"cliamed": u"claimed",
	u"jockies": u"jockeys",
	u"lier": u"liar",
	u"presentator": u"presenter",
	u"similiarities": u"similarities",
	u"carribeaen": u"Carribean",
	u"analogus": u"analogous",
	u"thoroughout": u"throughout",
	u"tring": u"trying",
	u"interantional": u"international",
	u"controversey": u"controversy",
	u"partcipation": u"participation",
	u"counsil": u"council",
	u"Brisotol": u"Bristol",
	u"diagnolly": u"diagonally",
	u"kms": u"km",
	u"Kms": u"km",
	u"approprieation": u"appropriation",
	u"discrecitionary": u"discretionary",
	u"concialiation": u"conciliation",
	u"applicatio": u"application",
	u"bulliten": u"bulletin",
	u"querry": u"query",
	u"websit": u"website",
	u"delenquent": u"delinquent",
	#2006-Oct-30
	u"incrased": u"increased",
	u"ebing": u"being",
	u"sceptar": u"scepter",
	u"disbalance": u"imbalance",
	u"adandoned": u"abandoned",
	u"adandon": u"abandon",
	u"adandons": u"abandons",
	u"adandoning": u"abandoning",
	u"distritribution": u"distribution",
	u"reconcider": u"reconsider",
	u"reconciders": u"reconsiders",
	u"reconcidered": u"reconsidered",
	u"reconcidering": u"reconsidering",
	u"wirte": u"write",
	u"evry": u"every",
	u"dispised": u"despised",
	u"dispises": u"despises",
	u"dispising": u"despising",
	u"dispise": u"despise",
	u"paralised": u"paralyzed",
	u"sythinized": u"synthesized",
	#2006-Oct-24
	u"sligh": u"slight",
	#2006-Oct-23
	u"instense": u"intense",
	u"instensify": u"intensify",
	u"patronship": u"patronage",
	#2006-Oct-22
	u"uncessful": u"unsuccessful",
	u"cronic": u"chronic",
	u"curcive": u"cursive",
	u"decicive": u"decisive",
	u"divicive": u"divisive",
	u"elucive": u"elusive",
	u"explocive": u"explosive",
	u"expancive": u"expansive",
	u"impulcive": u"impulsive",
	u"inclucive": u"inclusive",
	u"inconclucive": u"inconclusive",
	u"intrucive": u"intrusive",
	u"obtrucive": u"obtrusive",
	u"conclucive": u"conclusive",
	u"compulcive": u"compulsive",
	u"expencive": u"expensive",
	u"paleozoic": u"Paleozoic",
	u"cambrian": u"Cambrian",
	u"ordovician": u"Ordovician",
	u"silurian": u"Silurian",
	u"devonian": u"Devonian",
	#u"carboniferous": u"Carboniferous",
	u"cenozoic": u"Cenozoic",
	u"cretacious": u"Cretaceous",
	u"cretaceous": u"Cretaceous",
	u"cretacous": u"Cretaceous",
	u"paleocene": u"Paleocene",
	u"eocene": u"Eocene",
	u"oligocene": u"Oligocene",
	u"neogene": u"Neogene",
	u"miocene": u"Miocene",
	u"pliocene": u"Pliocene",
	u"pleistocene": u"Pleistocene",
	u"holocene": u"Holocene",
	u"permian": u"Permian",
	u"servince": u"service",
	u"delively": u"delivery",
	#2006-Oct-21
	u"ungoverend": u"ungoverned",
	u"obsucre": u"obscure",
	u"equimpment": u"equipment",
	u"charatible": u"charitable",
	#2006-Oct-20
	u"thess": u"these",
	u"illustrous": u"illustrious",
	u"ammassing": u"amassing",
	u"alwo": u"also",
	#2006-Oct-19
	u"speel": u"spell",
	#2006-Oct-17
	u"consessions": u"concessions",
	u"consession": u"concession",
	u"compettitor": u"competitor",
	u"compettitors": u"competitors",
	u"pyrrhic": u"Pyrrhic",
	u"rereleased": u"re-released",	
	u"jamaica": u"Jamaica",
	u"ellections": u"elections",
	u"ellection": u"election",
	u"scholr": u"scholar",
	u"maddly": u"madly",
	u"innovaction": u"innovation",
	u"Ritch": u"Ritch", # Surname
	u"signifantlly": u"significantly",
	#2006-Oct-16
	u"animalistice": u"animalistic",
	u"teleprathy": u"telepathy",
	u"encurred": u"incurred",
	u"arisin": u"arisen",
	u"imidiate": u"immediate",
	u"quantam": u"quantum",
	u"contruct": u"construct",
	#2006-Oct-15
	u"admistered": u"administered",
	u"jurassic": u"Jurassic",
	u"mesozoic": u"Mesozoic",
	u"triassic": u"Triassic",
	u"poisioned": u"poisoned",
	#2006-Oct-14
	u"qwith": u"with",
	u"constituenvy": u"constituency",
	u"aggresor": u"aggressor",
	u"amable": u"amiable",
	u"foreing": u"foreign",
	u"impresed": u"impressed",
	u"copyrigth": u"copyright",
	u"autorized": u"authorized",
	u"stablishment": u"establishment",
	u"acompaied": u"accompanied",
	u"figths": u"fights",
	u"foreingners": u"foreigners",
	u"occaisional": u"occasional",
	#2006-Oct-13
	u"cementery": u"cemetery",
	#2006-Oct-12
	u"extremally": u"extremely",
	#2006-Oct-11
	u"excam": u"exam",
	u"excams": u"exams",
	#2006-Oct-10
	u"caamera": u"camera",
	u"decomplier": u"decompiler",
	u"occure": u"occur",
	u"Atalntis": u"Atlantis",
	u"piolet": u"pilot",
	u"helocopter": u"helicopter",
	u"straignt": u"straight",
	u"nigeria": u"Nigeria",
	u"nigerian": u"Nigerian",
	#2006-Oct-09
	u"Barrell": u"Barrell", # surname
	u"Legionaires": u"Legionaires", # Canadian hockey team
	u"respetive": u"respective",
	u"respublics": u"republics",
	u"evenntual": u"eventual",
	#2006-Oct-08
	u"falsly": u"falsely",
	u"attrubuted": u"attributed",
	u"arguemnt": u"argument",
	u"hounur": u"honour",
	u"dissmising": u"dismissing",
	u"disscrediting": u"discrediting",
	#2006-Oct-07
	u"sytle": u"style",
	u"verifable": u"verifiable",
	u"reliablilty": u"reliability",
	u"issueing": u"issuing",
	u"encyclopediac": u"encyclopedic",
	u"reasearch": u"research",
	u"atention": u"attention",
	u"droppped": u"dropped",
	u"viking": u"Viking",
	u"veiwers": u"viewers",
	u"veiwer": u"viewer",
	u"veiwing": u"viewing",
	u"veiws": u"views",
	u"veiwed": u"viewed",
	u"calculaters": u"calculators",
	u"calculater": u"calculator",
	u"fightning": u"fighting",
	u"unamed": u"unnamed",
	u"fistfull": u"fistful",
	u"hs": u"his",
	u"loned": u"loaned",
	u"acurrately": u"accurately",
	u"shirnks": u"shrinks",
	u"metorites": u"meteorites",
	u"prosses": u"process",
	u"patatoe": u"potato",
	u"desines": u"designs",
	u"pheonix": u"phoenix",
	u"finsh": u"finish",
	u"cholocolate": u"chocolate",
	u"frezzes": u"freezes",
	#2006-Oct-06
	u"concenient": u"convenient",
	#2006-Oct-03
	u"integrety": u"integrity",
	#2006-Oct-02
	u"attitute": u"attitude",
	u"tenenacy": u"tenancy",
	u"joung": u"young",
	u"itteration": u"iteration",
	u"chior": u"choir",
	#2006-Oct-01
	u"analized": u"analyzed",
	u"undecover": u"undercover",
	u"amound": u"amount",
	#2006-Sep-30
	u"dispays": u"displays",
	u"dispay": u"display",
	u"dispayed": u"displayed",
	u"dispaying": u"displaying",
	u"conventioon": u"convention",
	u"aquanted": u"acquainted",
	u"aquants": u"acquaints",
	u"aquanting": u"acquainting",
	u"aquant": u"acquaint",
	u"iwht": u"with",
	#2006-Sep-28
	u"anothe": u"another",
	u"acept": u"accept",
	u"inhomogenious": u"inhomogeneous",
	u"perticipation": u"participation",
	#2006-Sep-26
	u"literrature": u"literature",
	u"differents": u"different",
	#2006-Sep-25
	u"hewbrew": u"Hebrew",
	u"holyness": u"holiness",
	#2006-Sep-24
	u"asosiated": u"associated",
	u"asosiates": u"associates",
	u"asosiate": u"associate",
	#2006-Sep-23
	u"distrubed": u"distributed",
	#2006-Sep-17
	u"litmited": u"limited",
	u"coprighted": u"coprighted",
	u"sexualty": u"sexuality",
	u"approximetely": u"approximately",
	u"plateu": u"plateau",
	u"argentinean": u"Argentinean",
	u"congestions": u"congestion",
	u"extense": u"extensive",
	u"tuiton": u"tuition",
	u"neighbourgs": u"neighbourhoods",
	u"neighbourg": u"neighbourhood",
	u"outdors": u"outdoors",
	u"ourdoors": u"outdoors",
	u"argentienan": u"Argentinian",
	u"alhough": u"although",
	u"referalls": u"referrals",
	u"referall": u"referral",
	u"efficacity": u"efficacy",
	u"christmas": u"Christmas",
	u"posioned": u"poisoned",
	u"infactuated": u"infatuated",
	u"openminded": u"open-minded",
	u"millian": u"million",
	u"ethnicaly": u"ethnically",
	u"figthing": u"fighting",
	u"setteld": u"settled",
	u"resetteld": u"resettled",
	u"rple": u"role",
	u"geneneration": u"generation",
	u"impovement": u"improvement",
	u"upolstery": u"upholstery",
	u"eengine": u"engine",
	u"conditoning": u"conditioning",
	u"outragous": u"outrageous",
	u"unquestionly": u"unquestioningly",
	u"operats": u"operates",
	u"pamhlet": u"pamphlet",
	u"phononetic": u"phonetic",
	u"usefullness": u"usefulness",
	u"architechtural": u"architectural",
	u"nowehere": u"nowhere",
	u"tosave": u"to save",
	u"maintianing": u"maintaining",
	u"reasonance": u"resonance",
	u"surpression": u"suppression",
	u"collpse": u"collapse",
	u"secuity": u"security",
	u"streotype": u"stereotype",
	u"orignial": u"original",
	u"utopic": u"utopian",
	u"dissindents": u"dissidents",
	u"credibilty": u"credibility",
	u"reciprochal": u"reciprocal",
	u"allocational": u"allocation",
	u"capabiliities": u"capabilities",
	u"transitor": u"transistor",
	u"precipited": u"precipitated",
	u"aleady": u"already",
	u"restucturing": u"restructuring",
	u"bllion": u"billion",
	u"flourishment": u"flourishing",
	u"objetive": u"objective",
	u"idustrial": u"industrial",
	u"poilitcal": u"political",
	u"Playstion": u"Playstation",
	u"aquireing": u"aquiring",
	u"resultet": u"resulted",
	u"operatior": u"operator",
	u"empre": u"empire",
	u"systmes": u"systems",
	u"scandel": u"scandal",
	u"imortal": u"immortal",
	u"bilogical": u"biological",
	u"vetern": u"veteran",
	u"woulkd": u"would",
	u"verus": u"versus",
	u"umask": u"unmask",
	u"fluxuation": u"fluctuation",
	u"disentegration": u"disintegration",
	u"responsiblity": u"responsibility",
	u"fueding": u"feuding",
	u"fueds": u"feuds",
	u"fueded": u"feuded",
	u"signiture": u"signature",
	u"champian": u"champion",
	u"eurupean": u"European",
	u"repearable": u"repairable",
	u"asseses": u"assesses",
	u"purcahsed": u"purchased",
	u"venemously": u"venomously",
	u"oxgyenation": u"oxygenation",
	u"periphreal": u"peripheral",
	u"oxgenation": u"oxygenation",
	u"pusling": u"pulsing",
	u"necesssarily": u"necessarily",
	u"sensous": u"sensuous",
	u"excersize": u"exercise",
	u"anothers": u"another's",
	u"cylider": u"cylinder",
	u"ofr": u"of",
	u"frustated": u"frustrated",
	u"activley": u"actively",
	u"listended": u"listened",
	u"isa": u"isa",
	u"alrealy": u"already",
	#2006-Sep-16
	u"afgan": u"Afghan",
	u"repleacing": u"replacing",
	u"considerabily": u"considerably",
	u"swithcing": u"switching",
	u"autentic": u"authentic",
	u"fussion": u"fusion",
	u"anround": u"around",
	u"desintigrating": u"disintegrating",
	u"coffe": u"coffee",
	u"hilarous": u"hilarious",
	u"warrier": u"warrior",
	u"loundly": u"loudly",
	u"aresenal": u"arsenal",
	u"againist": u"against",
	u"perferring": u"preferring",
	u"intitally": u"initially",
	u"flexibilty": u"flexibility",
	u"Soo": u"Soo", # Asian surname
	u"exuse": u"excuse",
	u"oppoposition": u"opposition",
	u"witin": u"within",
	u"unreasonble": u"unreasonable",
	u"temperary": u"temporary",
	u"suchs": u"such",
	u"damand": u"demand",
	u"oddessy": u"odyssey",
	u"ect": u"etc",
	u"siiged": u"signed",
	u"clasics": u"classics",
	u"houston": u"Houston",
	u"peolpe": u"people",
	u"jones": u"Jones",
	u"james": u"James",
	u"bottm": u"bottom",
	u"whats": u"what's",
	u"williams": u"Williams",
	u"conerts": u"concerts",
	u"conert": u"concert",
	u"variuos": u"various",
	u"complations": u"compilations",
	u"ths": u"this",
	u"occasonally": u"occasionally",
	u"deja": u"déjà",
	u"complaning": u"complaining",
	u"writters": u"writers",
	u"relise": u"realise",
	u"beleving": u"believing",
	u"narractor": u"narrator",
	u"knowlegde": u"knowledge",
	u"endding": u"ending",
	u"interrups": u"interrupts",
	u"interrup": u"interrupt",
	u"retriving": u"retrieving",
	u"auidence": u"audience",
	u"concerntraion": u"concentration",
	u"expection": u"expectation",
	u"dective": u"detective",
	u"Dixion": u"Dixon",
	u"calvin": u"Calvin",
	u"imperitive": u"imperative",
	u"alseep": u"asleep",
	u"wirtes": u"writes",
	u"colenel": u"colonel",
	u"aditionally": u"additionally",
	u"telivison": u"television",
	u"vidoes": u"videos",
	u"comentators": u"commentators",
	u"esscense": u"essence",
	u"pyschic": u"psychic",
	u"lucklaster": u"lackluster",
	u"vists": u"visits",
	u"traditionlly": u"traditionally",
	u"scultpted": u"sculpted",
	u"untis": u"units",
	u"wittnessed": u"witnessed",
	u"glaces": u"glances",
	u"hystarically": u"hysterically",
	u"ahouting": u"shouting",
	u"wathes": u"watches",
	u"roure": u"route",
	u"consequentive": u"consecutive",
	u"backword": u"backward",
	u"medievel": u"medieval",
	u"historry": u"history",
	u"physcological": u"psychological",
	u"sububrs": u"suburbs",
	u"shute": u"chute",
	u"limitied": u"limited",
	u"burie": u"buried",
	u"cconfronted": u"confronted",
	u"emergance": u"emergence",
	u"exclusivley": u"exclusively",
	u"transort": u"transport",
	u"repoitore": u"repertoire",
	#2006-Sep-14
	u"distrobution": u"distribution",
	u"prestented": u"presented",
	u"rapgroup": u"rap group",
	u"unpredicatible": u"unpredictable",
	u"flegdling": u"fledgling",
	u"apppears": u"appears",
	u"solicted": u"solicited",
	u"liitle": u"little",
	u"enthusiests": u"enthusiasts",
	u"indetified": u"identified",
	u"beigning": u"beginning",
	u"Norwigian": u"Norwegian",
	u"hosptably": u"hospitably",
	u"provisoned": u"provisioned",
	u"messuage": u"message",
	u"theres": u"there's",
	u"cusion": u"cousin",
	u"wasen": u"wasn", # wasn't
	u"everythings": u"everything's",
	u"innoccent": u"innocent",
	u"terroritories": u"territories",
	u"magicien": u"magician",
	u"commad": u"command",
	u"mixt": u"mixed",
	u"istablished": u"established",
	u"maigc": u"magic",
	u"alouded": u"allowed",
	u"starvs": u"starves",
	u"magiciens": u"magicians",
	u"diversed": u"diverse",
	u"murderes": u"murderers",
	u"perfessional": u"professional",
	u"unknow": u"unknown",
	u"inturn": u"in turn",
	u"emmediatly": u"immediately",
	u"emmediate": u"immediate",
	u"dissapearance": u"disappearance",
	u"governned": u"governed",
	u"dosen": u"doesn", # doesn't
	u"whre": u"where",
	u"trumatic": u"traumatic",
	u"squabbering": u"squabbling",
	u"nicknmame": u"nickname",
	u"abestos": u"asbestos",
	u"victom": u"victim",
	u"fluxuate": u"fluctuate",
	u"abhored": u"abhorred",
	u"temselves": u"themselves",
	u"miniture": u"miniature",
	u"waffer": u"wafer",
	u"rarly": u"rarely",
	u"disection": u"dissection",
	u"stomache": u"stomach",
	u"sentinals": u"sentinels",
	u"shoud": u"should",
	u"covetted": u"coveted",
	u"caynon": u"canyon",
	u"immatures": u"immature",
	u"bfore": u"before",
	u"tabboos": u"taboos",
	u"vetrans": u"veterans",
	u"moring": u"morning",
	u"invities": u"invites",
	u"trhe": u"the",
	u"tirck": u"trick",
	u"tranquelizer": u"tranquilizer",
	u"faulse": u"false",
	u"stear": u"steer",
	u"caan": u"can",
	u"spiritul": u"spiritual",
	u"possibilitities": u"possibilities",
	u"preseent": u"present",
	u"oposed": u"opposed",
	u"releashed": u"released",
	u"perfom": u"perform",
	u"obteining": u"obtaining",
	u"Grece": u"Greece",
	u"appereances": u"appearances",
	u"reimaging": u"reimagining",
	u"tamporing": u"tampering",
	u"regenaration": u"regeneration",
	u"concpts": u"concepts",
	u"adatation": u"adaption",
	u"resoluton": u"resolution",
	u"peaople": u"people",
	u"througj": u"through",
	u"eternaly": u"eternally",
	u"gratefull": u"grateful",
	u"darknest": u"darkest",
	u"sencond": u"second",
	u"drawned": u"drawn",
	u"phyical": u"physical",
	u"invove": u"involve",
	u"purporses": u"purposes",
	u"couldt": u"couldn't",
	u"almosts": u"almost",
	u"inisted": u"insisted",
	u"appers": u"appears",
	u"actully": u"actually",
	u"externed": u"external",
	u"mechanichal": u"mechanical",
	u"includs": u"includes",
	u"spoting": u"spotting",
	u"proced": u"proceeds",
	u"awarenes": u"awareness",
	#2006-Sep-13
	u"elabourate": u"elaborate",
	u"garrision": u"garrison",
	u"sacder": u"sacred",
	u"moust": u"most",
	u"offten": u"often",
	u"appering": u"appearing",
	u"varius": u"various",
	u"apperd": u"appeared",
	u"accidentially": u"accidentally",
	u"geting": u"getting",
	u"qick": u"quick",
	u"uncel": u"uncle",
	u"greait": u"great",
	u"theat": u"that",
	u"panelty": u"penalty",
	u"obaut": u"about",
	u"invincibel": u"invincible",
	u"thry": u"try",
	u"stell": u"steel",
	u"oryginal": u"original",
	u"themselved": u"themselves",
	#2006-Sep-12
	u"budjet": u"budget",
	u"belgian": u"Belgian",
	u"transulates": u"translates",
	#2006-Sep-11
	u"destroied": u"destroyed",
	u"suspende": u"suspended",
	u"sindicaded": u"syndicated",
	u"iowa": u"Iowa",
	u"precipated": u"precipitated",
	u"tenedency": u"tendency",
	u"equivavlent": u"equivalent",
	u"circumatances": u"circumstances",
	u"undoubtely": u"undoubtedly",
	u"scottish": u"Scottish",
	u"popularazation": u"popularization",
	u"beint": u"being",
	#2006-Sep-10
	u"aare": u"are",
	u"eaast": u"east",
	u"vitims": u"victims",
	u"nutured": u"nurtured",
	u"isssuing": u"issuing",
	u"laudering": u"laundering",
	u"needdless": u"needless",
	u"whlist": u"whilst",
	u"firng": u"firing",
	u"orign": u"origin",
	u"kidnapp": u"kidnap",
	u"nesscary": u"necessary",
	u"sqaud": u"squad",
	u"resuces": u"rescues",
	u"resucing": u"rescuing",
	u"geneticly": u"genetically",
	u"watchs": u"watches",
	u"remander": u"remainder",
	u"forstall": u"forestall",
	u"grevious": u"grievous",
	u"commeration": u"commemoration",
	u"writter": u"writer",
	u"desrciptions": u"descriptions",
	u"extravengent": u"extravagant",
	u"leuateant": u"lieutenant",
	u"entirly": u"entirely",
	u"farinheight": u"Fahrenheit",
	u"singnifgant": u"significant",
	u"hotest": u"hottest",
	u"fatlities": u"fatalities",
	u"totoals": u"totals",
	u"climed": u"climbed",
	u"temputures": u"temperatures",
	u"statred": u"started",
	u"tempture": u"temperature",
	u"tempurtues": u"temperatures",
	u"reched": u"reached",
	u"ausgust": u"August",
	u"deghress": u"degrees",
	u"mnay": u"many",
	u"efect": u"effect",
	u"exaustion": u"exhuastion",
	u"quickley": u"quickly",
	u"charecterized": u"characterized",
	u"charectorizes": u"characterizes",
	u"dessecation": u"dessication",
	u"perminantly": u"permanently",
	u"speciment": u"specimens",
	u"definitlvly": u"definitively",
	u"palletes": u"palettes",
	u"patantly": u"patently",
	u"panaling": u"paneling",
	u"medeterranian": u"Mediterranean",
	u"complecated": u"complicated",
	u"consise": u"concise",
	u"aquasistion": u"acquisition",
	u"pruchasing": u"purchasing",
	u"werre": u"were",
	u"colloquiallism": u"colloquialism",
	u"pyschologists": u"psychologists",
	u"introdued": u"introduced",
	u"aministration": u"administration",
	u"Siochána": u"Síochána",
	u"Sochana": u"Síochána",
	u"obtainible": u"obtainable",
	u"ledership": u"leadership",
	u"inexistence": u"in existence",
	u"aroudn": u"around",
	u"bythe": u"by the",
	u"Britsih": u"British",
	u"goup": u"group",
	u"poliitcal": u"political",
	u"peacfully ": u"peacefully",
	u"shelterd": u"sheltered",
	u"vegeance": u"vengeance",
	u"neaded": u"needed",
	u"stange": u"strange",
	u"wandrs": u"wanders",
	u"medival": u"medieval",
	u"hre": u"he",
	u"disconected": u"disconnected",
	u"etheral": u"ethereal",
	u"procceds": u"proceeds",
	u"confrons": u"confronts",
	u"medevil": u"medieval",
	u"trhough": u"through",
	u"fashoined": u"fashioned",
	u"bieng": u"being",
	u"heroiclly": u"heroically",
	u"unfotunately": u"unfortunately",
	u"mrs": u"Mrs",
	u"exsplains": u"explains",
	u"procedds": u"proceeds",
	u"encouterning": u"encountering",
	u"disagrement": u"disagreement",
	u"detroit": u"Detroit",
	u"Wiliam": u"William",
	u"labled": u"labeled",
	u"cuaght": u"caught",
	u"strugles": u"struggles",
	u"manfestation": u"manifestation",
	u"imeasurable": u"immeasurable",
	u"cerian": u"certain",
	u"gravty": u"gravity",
	u"poltergiest": u"poltergeist",
	u"poltergiests": u"poltergeists",
	u"neatby": u"nearby",
	u"resivior": u"reservoir",
	u"cna": u"can",
	u"spensd": u"spends",
	u"fewwer": u"fewer",
	u"anpther": u"another",
	u"reesivior": u"reservoir",
	u"anoalog": u"analog",
	u"exsplosive": u"explosive",
	u"devies": u"device",
	u"importitant": u"important",
	u"thugh": u"though",
	u"classica": u"classic",
	u"els": u"else",
	u"likly": u"likely",
	u"consitured": u"considered",
	u"martal": u"martial",
	u"opertunity": u"opportunity",
	u"dosn": u"doesn", # doesn't
	u"invicable": u"invincible",
	u"tounamint": u"tournament",
	u"tournamint": u"tournament",
	u"focous": u"focus",
	u"litteraly": u"literally",
	u"vocabulerry": u"vocabulary",
	u"unbarable": u"unbearable",
	u"versoin": u"version",
	u"noteice": u"notice",
	u"frightning": u"frightening",
	u"hatered": u"hatred",
	u"horrafied": u"horrified",
	u"figher": u"fighter",
	u"sapossed": u"supposed",
	u"deth": u"death",
	u"doughter": u"daughter",
	u"rumar": u"rumor",
	u"terrable": u"terrible",
	u"impossable": u"impossible",
	u"authomatically": u"automatically",
	u"homne": u"home",
	u"explicitely": u"explicitly",
	u"comand": u"command",
	u"extreemely": u"extremely",
	u"civilation": u"civilisation",
	u"castillian": u"Castilian",
	u"misticism": u"mysticism",
	u"reaseon": u"reason",
	u"participed": u"participated",
	u"writed": u"written",
	u"phillosophycal": u"philosophical",
	u"whith": u"with",
	u"speechs": u"speeches",
	u"influenze": u"influence",
	u"considerated": u"considered",
	u"Mediterran": u"Mediterranean",
	u"firt": u"first",
	u"lidered": u"led",
	u"ratificated": u"ratified",
	u"afrfirmative": u"affirmative",
	u"imprisioned": u"imprisoned",
	u"simbolized": u"symbolized",
	u"worlg": u"world",
	u"norvegian": u"Norwegian",
	u"norvegians": u"Norwegians",
	u"bourgouis": u"bourgeois",
	u"prooblem": u"problem",
	u"reputendly": u"reputedly",
	u"posisioned": u"positioned",
	u"philosoohy": u"philosophy",
	u"expences": u"expenses",
	#2006-Sep-09
	u"Technics": u"Technics", # audio company
	u"Callendar": u"Callendar", # surname
	u"repare": u"repair",
	u"ocotber": u"October",
	u"surivived": u"survived",
	u"reasonon": u"reason",
	u"vigourously": u"vigorously",
	u"weasle": u"weasel",
	u"jupieter": u"Jupiter",
	u"oribt": u"orbit",
	u"prosecuton": u"prosecution",
	u"isloated": u"isolated",
	u"refererence": u"reference",
	u"dicated": u"dictated",
	u"refrenced": u"referenced",
	u"economis": u"economic",
	u"incresing": u"increasing",
	u"recoved": u"recovered",
	u"prematurlly": u"prematurely",
	u"artitecture": u"architecture",
	u"prrominent": u"prominent",
	u"vestigal": u"vestigial",
	u"myhtical": u"mythical",
	u"elasped": u"elapsed",
	u"peaces": u"pieces",
	u"descovring": u"discovering",
	u"authoriative": u"authoritative",
	u"schlool": u"school",
	u"recipricol": u"reciprocal",
	u"counntries": u"countries",
	u"bristish": u"British",
	u"oversease": u"overseas",
	u"counrty": u"country",
	u"formated": u"formatted",
	u"atacking": u"attacking",
	u"prision": u"prison",
	u"rougue": u"rogue",
	u"deligation": u"delegation",
	u"hibenating": u"hibernating",
	u"fromer": u"former",
	u"Atlanis": u"Atlantis",
	u"tothat": u"to that",
	u"arould": u"around",
	u"prounounced": u"pronounced",
	u"stragies": u"strategies",
	u"relelased": u"released",
	u"luminescene": u"luminescence",
	u"reapparance": u"reappearance",
	u"callendar": u"calendar",
	#2006-Sep-08
	u"duell": u"duel",
	u"aplications": u"applications",
	u"curiousity": u"curiosity",
	u"lithtly": u"lightly",
	u"chiken": u"chicken",
	u"maximun": u"maximum",
	u"breat": u"breast",
	u"comepletly": u"completely",
	u"authours": u"authors",
	u"authour": u"author",
	#2006-Sep-07
	u"majortity": u"majority",
	u"shootes": u"shoots",
	u"previosly": u"previously",
	u"propability": u"probability",
	u"ambulanse": u"ambulance",
	u"domsetic": u"domestic",
	u"litterarily": u"literally",
	u"ownes": u"owns",
	u"brittan": u"Britain",
	u"monestry": u"monastery",
	u"pulishers": u"publishers",
	u"chactisticly": u"characteristically",
	u"ofspring": u"offspring",
	u"verinable": u"vulnerable",
	u"paied": u"paid",
	#2006-Sep-06
	u"soccial": u"social",
	u"coordinater": u"coordinator",
	u"cobination": u"combination",
	u"withwin": u"within",
	u"facilitaes": u"facilitates",
	u"indivigial": u"individual",
	u"commite": u"committee",
	u"manufacters": u"manufacturers",
	u"undergroung": u"underground",
	u"coducted": u"conducted",
	u"instace": u"instance",
	u"assosiaction": u"association",
	u"seaching": u"searching",
	#2006-Sep-05
	u"tbe": u"the",
	u"telifis": u"telefís",
	u"telefis": u"telefís",
	u"croud": u"crowd",
	u"crouds": u"crowds",
	u"crouded": u"crowded",
	u"crouding": u"crowding",
	u"overcrouded": u"overcrowded",
	u"overcrouding": u"overcrowding",
	u"wll": u"will",
	u"moslty": u"mostly",
	u"knowned": u"reknowned",
	u"Coad": u"Coad", # surname`
	u"sorrouneded": u"surrounded",
	u"prestegiuos": u"prestigious",
	#2006-Sep-04
	u"englisch": u"English",
	u"Wellcome": u"Wellcome", # surname/institute
	u"mmorpg": u"MMORPG",
	u"accindent": u"accident",
	u"recongnised": u"recognised",
	u"recongnises": u"recognises",
	u"recongnise": u"recognise",
	u"recongnising": u"recognising",
	u"marrried": u"married",
	u"Delerium": u"Delerium", # band name
	u"tenticle": u"tentacle",
	u"tenticles": u"tentacles",
	#2006-Sep-03
	u"Cutt": u"Cutt", # surname/band name
	u"fassion": u"fashion",
	u"armenian": u"Armenian",
	u"armenia": u"Armenia",
	u"armenias": u"Armenia's",
	u"tehran": u"Tehran",
	u"thatwere": u"that were",
	#2006-Sep-02
	u"Brillant": u"Brillant", # surname
	u"boldy": u"boldly",
	u"workig": u"working",
	u"shelfs": u"shelves",
	u"releaseing": u"releasing",
	#2006-Sep-01
	u"massacare": u"massacre",
	u"irritablie": u"irritable",
	u"uninhabitated": u"uninhabited",
	u"Sumer": u"Sumer", # the city-state
	u"Afgan": u"Afghan",
	u"distinctons": u"distinctions",
	u"distincton": u"distinction",
	u"enyzme": u"enzyme",
	u"governemnts": u"governments",
	u"dissoving": u"dissolving",
	u"uttilities": u"utilities",
	u"hearatige": u"heritage",
	#2006-Aug-31
	u"dubai": u"Dubai",
	u"Milion": u"Milion", # French surname
	u"boston": u"Boston",
	u"bacically": u"basically",
	u"prossesor": u"processor",
	u"verticle": u"vertical",
	u"ignors": u"ignores",
	u"abou": u"about",
	#2006-Aug-30
	u"Dacorum": u"Dacorum", # placename
	u"brife": u"brief",
	u"cadinadte": u"candidate",
	u"unision": u"unison",
	u"promently": u"prominently",
	u"bussines": u"business",
	u"hreat": u"great",
	u"gardai": u"Gardaí",
	u"hindus": u"Hindus",
	u"teretories": u"territories",
	#2006-Aug-29
	u"speacialty": u"specialty",
	u"artikles": u"articles",
	u"excentric": u"eccentric",
	u"thase": u"those",
	#2006-Aug-28
	u"Hrady": u"Hrady", # surname
	u"enviromnent": u"environment",
	u"Antena": u"Antena", # surname, used for radio stations lots
	u"reasently": u"recently",
	u"comventional": u"conventional",
	u"notibly": u"notably",
	u"aprecitated": u"appreciated",
	#2006-Aug-27
	u"scandinavian": u"Scandinavian",
	u"elit": u"elite",
	u"tunisia": u"Tunisia",
	u"soursed": u"sourced",
	u"Millon": u"Millon", # surname
	u"nolonger": u"no longer",
	u"crearted": u"created",
	u"coppywrigt": u"copyright",
	u"exsept": u"except",
	u"takeing": u"taking",
	u"miltiple": u"multiple",
	u"coppywright": u"copyright",
	u"macedonia": u"Macedonia",
	u"macedonian": u"Macedonian",
	u"cartisin": u"Cartesian",
	u"resently": u"recently",
	u"predident": u"president",
	u"Albatros": u"Albatros",
	u"ahs": u"has",
	u"behinde": u"behind",
	u"iddol": u"idol",
	u"wotld": u"world",
	u"affermation": u"affirmation",
	#2006-Aug-26
	u"clonial": u"colonial",
	u"didstances": u"distances",
	u"regoinal": u"regional",
	u"maped": u"mapped",
	u"rainway": u"railway",
	u"rsettled": u"settled",
	u"harbitat": u"habitat",
	u"precaruously": u"precariously",
	u"repelant": u"repellant",
	u"excercises": u"exercises",
	u"pretencious": u"pretentious",
	u"georgia": u"Georgia",
	u"recearch": u"research",
	u"verry": u"very",
	u"electrisity": u"electricity",
	u"therye": u"they're",
	u"olimpic": u"Olympic",
	u"technocally": u"technically",
	u"descided": u"decided",
	u"technics": u"techniques",
	u"antigonist": u"antagonist",
	u"indroduction": u"introduction",
	#2006-Aug-25
	u"Collison": u"Collison", # surname
	u"indepentant": u"independent",
	#2006-Aug-24
	u"dispensors": u"dispensers",
	u"descritions": u"descriptions",
	u"descrition": u"description",
	u"apothosis": u"apotheosis",
	u"puropse": u"purpose",
	u"surived": u"survived",
	u"receptables": u"receptacles",
	#2006-Aug-23
	u"hihgest": u"highest",
	u"Bron": u"Bron", # name
	u"Thay": u"Thay", # place name
	u"Tath": u"Tath", # asian name
	#2006-Aug-22
	u"pourpose": u"purpose",
	#2006-Aug-20
	u"soundractks": u"soundtracks",
	u"oftenly": u"often",
	u"Denys": u"Denys", # name
	u"picturs": u"pictures",
	u"occaisonaly": u"occasionally",
	u"usb": u"USB",
	u"margine": u"margin",
	u"meteorolgists": u"meteorologists",
	u"temperatur": u"temperature",
	u"libya": u"Libya",
	u"libyan": u"Libyan",
	u"syria": u"Syria",
	u"agreedment": u"agreement",
	u"resourseful": u"resourceful",
	u"expension": u"expansion",
	u"highley": u"highly",
	u"lisence": u"licence",
	u"snady": u"shady",
	u"parioded": u"parodied",
	u"sufi": u"Sufi",
	u"marrital": u"marital",
	u"capasity": u"capacity",
	u"gour": u"hour",
	#2006-Aug-19
	u"equalatteral": u"equilateral",
	u"athority": u"authority",
	u"latino": u"Latino",
	#2006-Aug-18
	u"litreally": u"literally",
	u"serbo": u"Serbo",
	u"arabian": u"Arabian",
	u"daughther": u"daughter",
	#2006-Aug-17
	u"Mallett": u"Mallett", # surname
	u"Februari": u"February",
	u"Angell": u"Angell", # surname
	u"stricktly": u"strictly",
	u"anough": u"enough",
	#2006-Aug-16
	u"andthe": u"and the",
	u"lutheran": u"Lutheran",
	u"chilean": u"Chilean",
	u"Bagan": u"Bagan", # Surname
	u"champiom": u"champion",
	u"Gaven": u"Gaven", # Surname
	u"mahy": u"many",
	u"fighrer": u"fighter",
	u"weer": u"were",
	u"obstincy": u"obstinacy",
	u"repsonse": u"response",
	u"ointly": u"jointly",
	u"guaranteeded": u"guaranteed",
	u"lenghtening": u"lengthening",
	u"aleert": u"alert",
	u"spport": u"support",
	u"reconnasance": u"reconnaissance",
	u"repsonsible": u"responsible",
	u"regurally": u"regularly",
	u"telementary": u"telemetry",
	u"retalitory": u"retaliatory",
	u"origionally": u"originally",
	u"consolodations": u"consolidations",
	u"consolodation": u"consolidation",
	u"Serios": u"Serios", # surname
	u"Skelton": u"Skelton", # surname
	u"influince": u"influence",
	u"pernounce": u"pronounce",
	u"allthou": u"although",
	u"commen": u"common",
	u"immgrants": u"immigrants",
	u"allways": u"always",
	u"unintellgable": u"unintelligible",
	u"huters": u"hunters",
	#2006-Aug-15
	u"abberation": u"aberration",
	u"abberations": u"aberrations",
	u"abberration": u"aberration",
	u"abberrations": u"aberrations",
	u"aberations": u"aberrations",
	u"aberration": u"aberration",
	u"aberrations": u"aberrations",
	u"ablities": u"abilities",
	u"ablity": u"ability",
	u"abondoned": u"abandoned",
	u"abondoning": u"abandoning",
	u"abondons": u"abandons",
	u"abortificants": u"abortifacients",
	u"abreviate": u"abbreviate",
	u"abreviates": u"abbreviates",
	u"abreviating": u"abbreviating",
	u"abreviator": u"abbreviator",
	u"absenses": u"absences",
	u"acadamies": u"academies",
	u"acadmics": u"academics",
	u"accadamies": u"academies",
	u"accadamy": u"academy",
	u"accademics": u"academics",
	u"acccuse": u"accuse",
	u"acccused": u"accused",
	u"acccusing": u"accusing",
	u"accellerate": u"accelerate",
	u"accellerates": u"accelerates",
	u"accellerating": u"accelerating",
	u"accellerator": u"accelerator",
	u"accelleratory": u"acceleratory",
	u"acceptibility": u"acceptability",
	u"accessability": u"accessibility",
	u"acclimitisation": u"acclimatisation",
	u"acclimitise": u"acclimatise",
	u"acclimitised": u"acclimatised",
	u"acclimitises": u"acclimatises",
	u"acclimitising": u"acclimatising",
	u"acclimitize": u"acclimatize",
	u"acclimitized": u"acclimatized",
	u"acclimitizes": u"acclimatizes",
	u"acclimitizing": u"acclimatizing",
	u"accordeons": u"accordions",
	u"accordian": u"accordion",
	u"accordians": u"accordions",
	u"accoustically": u"acoustically",
	u"acheiver": u"achiever",
	u"achiver": u"achiever",
	u"achives": u"achieves",
	u"achiving": u"achieving",
	u"aclimitisation": u"acclimatisation",
	u"aclimitise": u"acclimatise",
	u"aclimitised": u"acclimatised",
	u"aclimitises": u"acclimatises",
	u"aclimitising": u"acclimatising",
	u"aclimitization": u"acclimatization",
	u"aclimitize": u"acclimatize",
	u"aclimitized": u"acclimatized",
	u"aclimitizes": u"acclimatizes",
	u"aclimitizing": u"acclimatizing",
	u"acomplishes": u"accomplishes",
	u"acomplishing": u"accomplishing",
	u"acordeons": u"accordions",
	u"acordian": u"accordion",
	u"acordians": u"accordions",
	u"acquital": u"acquittal",
	u"acquitance": u"acquittance",
	u"acquiting": u"acquitting",
	u"acurately": u"accurately",
	u"acusable": u"accusable",
	u"acusal": u"accusal",
	u"acusative": u"accusative",
	u"acuse": u"accuse",
	u"acuser": u"accuser",
	u"acuses": u"accuses",
	u"acustomed": u"accustomed",
	u"adapation": u"adaptation",
	u"adapations": u"adaptations",
	u"adavance": u"advance",
	u"adavanced": u"advanced",
	u"adavancemenets": u"advancements",
	u"adavancement": u"advancement",
	u"adavances": u"advances",
	u"adavancing": u"advancing",
	u"adbandon": u"abandon",
	u"adbandoned": u"abandoned",
	u"adbandonee": u"abandonee",
	u"adbandoning": u"abandoning",
	u"adbandonment": u"abandonment",
	u"adbandons": u"abandons",
	u"additinal": u"additional",
	u"additonally": u"additionally",
	u"addmissions": u"admissions",
	u"addopting": u"adopting",
	u"addoption": u"adoption",
	u"addopts": u"adopts",
	u"addtions": u"additions",
	u"adhear": u"adhere",
	u"adhearence": u"adherence",
	u"adhears": u"adheres",
	u"adminstrations": u"administrations",
	u"adolecents": u"adolescents",
	u"adultrate": u"adulterate",
	u"adultration": u"adulteration",
	u"adultrer": u"adulterer",
	u"adultrous": u"adulterous",
	u"adultry": u"adultery",
	u"advesary": u"adversary",
	u"advesarys": u"adversaries",
	u"afficianado": u"aficionado",
	u"afficianados": u"aficionados",
	u"afrikaaner": u"Afrikaner",
	u"afrikaaners": u"Afrikaners",
	u"agravated": u"aggravated",
	u"agravates": u"aggravates",
	u"agravating": u"aggravating",
	u"agravatingly": u"aggravatingly",
	u"agravation": u"aggravation",
	u"agravations": u"aggravations",
	u"agreemnt": u"agreement",
	u"agreemnts": u"agreements",
	u"agregating": u"aggregating",
	u"agregation": u"aggregation",
	u"agregations": u"aggregations",
	u"agrevate": u"aggravate",
	u"agrevated": u"aggravated",
	u"agrevates": u"aggravates",
	u"agrevating": u"aggravating",
	u"agrevatingly": u"aggravatingly",
	u"agrevation": u"aggravation",
	u"agrevations": u"aggravations",
	u"agrivate": u"aggravate",
	u"agrivated": u"aggravated",
	u"agrivates": u"aggravates",
	u"agrivating": u"aggravating",
	u"agrivatingly": u"aggravatingly",
	u"agrivation": u"aggravation",
	u"agrivations": u"aggravations",
	u"aiports": u"airports",
	u"aircafts": u"aircraft",
	u"aisian": u"Asian",
	u"aisians": u"Asians",
	u"alegiences": u"allegiances",
	u"alientate": u"alienate",
	u"alientating": u"alienating",
	u"allegences": u"allegiances",
	u"allegiences": u"allegiances",
	u"alowable": u"allowable",
	u"alowance": u"allowance",
	u"alowed": u"allowed",
	u"alternitively": u"alternatively",
	u"alternitives": u"alternatives",
	u"alusion": u"allusion",
	u"alusions": u"allusions",
	u"amalgomate": u"amalgamate",
	u"amalgomated": u"amalgamated",
	u"amalgomates": u"amalgamates",
	u"amalgomating": u"amalgamating",
	u"amalgomation": u"amalgamation",
	u"amatuers": u"amateurs",
	u"amendmants": u"amendments",
	u"amerliorate": u"ameliorate",
	u"amerliorated": u"ameliorated",
	u"amerliorates": u"ameliorates",
	u"amerliorating": u"ameliorating",
	u"amerlioration": u"amelioration",
	u"ammounted": u"amounted",
	u"ammounting": u"amounting",
	u"ammuntion": u"ammunition",
	u"ammuntions": u"ammunitions",
	u"ammuse": u"amuse",
	u"ammused": u"amused",
	u"ammuses": u"amuses",
	u"ammusing": u"amusing",
	u"ammusment": u"amusement",
	u"ammusments": u"amusements",
	u"amoungst": u"amongst",
	u"amungst": u"amongst",
	u"anhiliate": u"annihilate",
	u"anhiliated": u"annihilated",
	u"anhiliates": u"annihilates",
	u"anhiliating": u"annihilating",
	u"anhiliation": u"annihilation",
	u"anhiliations": u"annihilations",
	u"anihilates": u"annihilates",
	u"anihilating": u"annihilating",
	u"anihilations": u"annihilations",
	u"anihiliate": u"annihilate",
	u"anihiliated": u"annihilated",
	u"anihiliates": u"annihilates",
	u"anihiliating": u"annihilating",
	u"anihiliation": u"annihilation",
	u"anihiliations": u"annihilations",
	u"annhiliate": u"annihilate",
	u"annhiliated": u"annihilated",
	u"annhiliates": u"annihilates",
	u"annhiliating": u"annihilating",
	u"annhiliation": u"annihilation",
	u"annhiliations": u"annihilations",
	u"annihiliate": u"annihilate",
	u"annihiliated": u"annihilated",
	u"annihiliates": u"annihilates",
	u"annihiliating": u"annihilating",
	u"annihiliation": u"annihilation",
	u"annihiliations": u"annihilations",
	u"annoinment": u"anointment",
	u"ansestor": u"ancestor",
	u"ansestors": u"ancestors",
	u"antartic": u"Antarctic",
	u"antartica": u"Antarctica",
	u"apperant": u"apparent",
	u"apperantly": u"apparently",
	u"approproximate": u"approximate",
	u"approproximately": u"approximately",
	u"approxamate": u"approximate",
	u"approxamated": u"approximated",
	u"approxamately": u"approximately",
	u"approxamates": u"approximates",
	u"approximite": u"approximate",
	u"approximited": u"approximated",
	u"approximites": u"approximates",
	u"aproachability": u"approachability",
	u"aproachable": u"approachable",
	u"aproaches": u"approaches",
	u"aproaching": u"approaching",
	u"aproxamate": u"approximate",
	u"aproxamated": u"approximated",
	u"aproxamately": u"approximately",
	u"aproxamates": u"approximates",
	u"aproximite": u"approximate",
	u"aproximited": u"approximated",
	u"aproximitely": u"approximately",
	u"aproximites": u"approximates",
	u"aquaintanced": u"acquaintanced",
	u"aquiantances": u"acquaintances",
	u"aquires": u"acquires",
	u"arange": u"arrange",
	u"arangements": u"arrangements",
	u"aranges": u"arranges",
	u"aranging": u"arranging",
	u"areodynamic": u"aerodynamic",
	u"areodynamics": u"aerodynamics",
	u"armamant": u"armament",
	u"armamants": u"armaments",
	u"armistace": u"armistice",
	u"armistaces": u"armistices",
	u"asigning": u"assigning",
	u"asignment": u"assignment",
	u"asignments": u"assignments",
	u"asigns": u"assigns",
	u"asociate": u"associate",
	u"asociates": u"associates",
	u"asociating": u"associating",
	u"asorbes": u"absorbs",
	u"asphyxate": u"asphyxiate",
	u"asphyxated": u"asphyxiated",
	u"asphyxates": u"asphyxiates",
	u"asphyxating": u"asphyxiating",
	u"asphyxation": u"asphyxiation",
	u"assertations": u"assertions",
	u"assosication": u"assassination",
	u"assosications": u"assassinations",
	u"assymetrical": u"asymmetrical",
	u"asteriods": u"asteroids",
	u"astonomer": u"astronomer",
	u"astonomers": u"astronomers",
	u"athenean": u"Athenian",
	u"atheneans": u"Athenians",
	u"athiesm": u"atheism",
	u"athiests": u"atheists",
	u"attatch": u"attach",
	u"attatched": u"attached",
	u"attatching": u"attaching",
	u"attendences": u"attendances",
	u"attitides": u"attitudes",
	u"attributre": u"attribute",
	u"attributred": u"attributed",
	u"attrocity": u"atrocity",
	u"audeinces": u"audience",
	u"authobiographical": u"autobiographical",
	u"automibile": u"automobile",
	u"automibiles": u"automobiles",
	u"backgorund": u"background",
	u"backgorunds": u"backgrounds",
	u"balistic": u"ballistic",
	u"balistics": u"ballistics",
	u"bananna": u"banana",
	u"banannas": u"bananas",
	u"bankrupcies": u"bankruptcies",
	u"banruptcies": u"bankruptcies",
	u"banruptcy": u"bankruptcy",
	u"batallions": u"battalions",
	u"beachead": u"beachhead",
	u"beacheads": u"beachheads",
	u"beaurocracies": u"bureaucracies",
	u"becomme": u"become",
	u"begininning": u"beginning",
	u"begininnings": u"beginnings",
	u"billingualism": u"bilingualism",
	u"binominals": u"binomials",
	u"bodydbuilder": u"bodybuilder",
	u"bodydbuilders": u"bodybuilders",
	u"bondaries": u"boundaries",
	u"boyancy": u"buoyancy",
	u"breakthoughs": u"breakthroughs",
	u"breifing": u"briefing",
	u"broacasted": u"broadcast",
	u"broadacast": u"broadcast",
	u"broadacasted": u"broadcast",
	u"broadacasting": u"broadcasting",
	u"cafateria": u"cafeteria",
	u"cafaterias": u"cafeterias",
	u"cahracter": u"character",
	u"cahracters": u"characters",
	u"calaber": u"caliber",
	u"calabers": u"calibers",
	u"caluclates": u"calculates",
	u"caluculates": u"calculates",
	u"camoflages": u"camouflages",
	u"candadates": u"candidates",
	u"candidiate": u"candidate",
	u"candidiates": u"candidates",
	u"caperbilities": u"capabilities",
	u"capibilities": u"capabilities",
	u"captials": u"capitals",
	u"carachters": u"characters",
	u"carreers": u"careers",
	u"carrers": u"careers",
	u"carthographers": u"cartographers",
	u"cartiledge": u"cartilage",
	u"cartilige": u"cartilage",
	u"casettes": u"cassettes",
	u"cathlics": u"Catholics",
	u"caucasion": u"Caucasian",
	u"caucasions": u"Caucasians",
	u"cementaries": u"cemeteries",
	u"cemetareies": u"cemeteries",
	u"cemetary": u"cemetery",
	u"censur": u"censor",
	u"censurs": u"censors",
	u"ceromonial": u"ceremonial",
	u"ceromonies": u"ceremonies",
	u"certainities": u"certainties",
	u"chalange": u"challenge",
	u"chalanged": u"challenged",
	u"chalanging": u"challenging",
	u"chalenge": u"challenge",
	u"chalenged": u"challenged",
	u"chalenging": u"challenging",
	u"challenge": u"challenge",
	u"challenged": u"challenged",
	u"challenging": u"challenging",
	u"charactors": u"characters",
	u"charistic": u"characteristic",
	u"chasr": u"chaser",
	u"chasrs": u"chasers",
	u"circulaton": u"circulation",
	u"circulatons": u"circulations",
	u"circumsicion": u"circumcision",
	u"circumsicions": u"circumcisions",
	u"circut": u"circuit",
	u"circuts": u"circuits",
	u"ciricuits": u"circuits",
	u"cmoputer": u"computer",
	u"cmoputers": u"computers",
	u"co-incided": u"coincided",
	u"colaborate": u"collaborate",
	u"colaborates": u"collaborates",
	u"colaborator": u"collaborator",
	u"colaborators": u"collaborators",
	u"collectons": u"collections",
	u"comander": u"commander",
	u"comanders": u"commanders",
	u"comapanies": u"companies",
	u"comapany": u"company",
	u"combanation": u"combination",
	u"combanations": u"combinations",
	u"comdemnation": u"condemnation",
	u"comdemnations": u"condemnations",
	u"comemoretion": u"commemoration",
	u"comemoretions": u"commemorations",
	u"comisioners": u"commissioners",
	u"commericials": u"commercials",
	u"comminication": u"communication",
	u"comminications": u"communications",
	u"commison's": u"commission's",
	u"committed": u"committed",
	u"committing": u"committing",
	u"commuications": u"communications",
	u"commuicationss": u"communications",
	u"commuinication": u"communication",
	u"commuinications": u"communications",
	u"communciations": u"communications",
	u"communiation": u"communication",
	u"communiations": u"communications",
	u"comodities": u"commodities",
	u"comodity": u"commodity",
	u"comparisions": u"comparisons",
	u"compatiable": u"compatible",
	u"compatibilities": u"compatibilities",
	u"compatibility": u"compatibility",
	u"compensantion": u"compensation",
	u"compensantions": u"compensations",
	u"competetively": u"competitively",
	u"competitiion": u"competition",
	u"competitiions": u"competitions",
	u"compliers": u"compilers",
	u"compulsery": u"compulsory",
	u"comunication": u"communication",
	u"comunications": u"communications",
	u"comunicator": u"communicator",
	u"concieve": u"conceive",
	u"concieved": u"conceived",
	u"conections": u"connections",
	u"conjecutred": u"conjectured",
	u"conjuctions": u"conjunctions",
	u"consdiders": u"considers",
	u"consdier": u"consider",
	u"consdiered": u"considered",
	u"consdiers": u"considers",
	u"consepts": u"concepts",
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	u"necesities": u"necessities",
	u"necesity": u"necessity",
	u"necessities": u"necessities",
	u"necessity": u"necessity",
	u"noteablility": u"notable",
	u"obseleted": u"obsoleted",
	u"ocassially": u"occasionally",
	u"ocassin": u"occasion",
	u"ocassinal": u"occasional",
	u"ocassins": u"occasions",
	u"ocassioally": u"occasioally",
	u"occassially": u"occasioally",
	u"occassin": u"occasion",
	u"occassinal": u"occasional",
	u"occassins": u"occasions",
	u"occassioally": u"occasioally",
	u"occastion": u"occasion",
	u"occastional": u"occasional",
	u"occation's": u"occasion's",
	u"occuppies": u"occupies",
	u"occuppy": u"occupy",
	u"omnious": u"ominous",
	u"omniously": u"ominously",
	u"opprotunities": u"opportunities",
	u"our's": u"ours",
	u"oxident": u"oxidant",
	u"oxidents": u"oxidants",
	u"parliments": u"parliaments",
	u"particlars": u"particulars",
	u"particluarly": u"particularly",
	u"particluars": u"particulars",
	u"pasttimes": u"pastimes",
	u"phyche": u"psyche",
	u"phychic": u"psychic",
	u"plummetts": u"plummets",
	u"portugeese": u"Portuguese",
	u"posiblities": u"possibilities",
	u"posiblity": u"possibility",
	u"positition": u"position",
	u"posititions": u"positions",
	u"practicised": u"practised",
	u"practicising": u"practising",
	u"preferances": u"preferences",
	u"presitigious": u"prestigious",
	u"proccesses": u"processes",
	u"questionnability": u"questionability",
	u"questionnable": u"questionable",
	u"questionnableness": u"questionableness",
	u"questionnably": u"questionably",
	u"reagion": u"region",
	u"reagions": u"regions",
	u"receiveing": u"receiving",
	u"recieveing": u"receiving",
	u"referanced": u"referenced",
	u"referancing": u"referencing",
	u"relases": u"releases",
	u"relasing": u"releasing",
	u"rememberancer": u"remembrancer",
	u"rememberancers": u"remembrancers",
	u"rememberances": u"remembrances",
	u"rememeber": u"remember",
	u"rememebered": u"remembered",
	u"rememebers": u"remembers",
	u"repremand": u"reprimand",
	u"repremanded": u"reprimanded",
	u"repremanding": u"reprimanding",
	u"repremandings": u"reprimandings",
	u"repremands": u"reprimands",
	u"restablishing": u"reestablishing",
	u"restauraunts": u"restaurants",
	u"rrediculous": u"ridiculous",
	u"rrediculously": u"ridiculously",
	u"rudementarily": u"rudimentarily",
	u"rudementariness": u"rudimentariness",
	u"rudementary": u"rudimentary",
	u"sabatoge": u"sabotage",
	u"sabatoged": u"sabotaged",
	u"sabatoges": u"sabotages",
	u"sabatoging": u"sabotaging",
	u"seiges": u"sieges",
	u"sentance": u"sentence",
	u"sentancer": u"sentencer",
	u"sentancers": u"sentencers",
	u"sentancing": u"sentencing",
	u"sentancings": u"sentencings",
	u"serrious": u"serious",
	u"serriously": u"seriously",
	u"simmilarity": u"similarity",
	u"simmilarly": u"similarly",
	u"soilder": u"soldier",
	u"soilders": u"soldiers",
	u"specifcs": u"specifics",
	u"specificly": u"specifically",
	u"stiffle": u"stifle",
	u"stiffled": u"stifled",
	u"stiffles": u"stifles",
	u"subordiante": u"subordinate",
	u"subordianted": u"subordinated",
	u"subordiantes": u"subordinates",
	u"subordiantive": u"subordinative",
	u"subordiantly": u"subordinatly",
	u"subordiantor": u"subordinator",
	u"subordianttion": u"subordination",
	u"successful": u"successful",
	u"successfully": u"successfully",
	u"sucesfull": u"successful",
	u"superceded": u"superseded",
	u"superintendants": u"superintendents",
	u"survivior": u"survivor",
	u"surviviors": u"survivors",
	u"synchonization": u"synchronization",
	u"synchonizations": u"synchronizations",
	u"tabbacco": u"tobacco",
	u"tabbaco": u"tobacco",
	u"tallented": u"talented",
	u"tallents": u"talents",
	u"temperments": u"temperaments",
	u"territorists": u"terrorists",
	u"tobacco": u"tobacco",
	u"tobaco": u"tobacco",
	u"tobbacco": u"tobacco",
	u"tomorow": u"tomorrow",
	u"tomorrow": u"tomorrow",
	u"torament": u"tournament",
	u"tornment": u"tournament",
	u"tourament": u"tournament",
	u"tournment": u"tournament",
	u"tranfered": u"transferred",
	u"tranforming": u"transforming",
	u"treatement": u"treatment",
	u"treatements": u"treatments",
	u"unamimous": u"unanimous",
	u"unamimously": u"unanimously",
	u"unconscience": u"unconscious",
	u"undertand": u"understand",
	u"undertanding": u"understanding",
	u"undertands": u"understands",
	u"unforetunatly": u"unfortunately",
	u"unfortunately": u"unfortunately",
	u"unsuccesfull": u"unsuccessful",
	u"unsuccesfullly": u"unsuccessfully",
	u"unsucesfull": u"unsuccessful",
	u"unsucesfullly": u"unsuccessfully",
	u"unsucesfully": u"unsuccessfully",
	u"vegeterians": u"vegetarians",
	u"vegtables": u"vegetables",
	u"vomitt": u"vomit",
	u"vomitted": u"vomited",
	u"vomitter": u"vomiter",
	u"vomitts": u"vomits",
	u"warrents": u"warrants",
	u"watns": u"wants",
	u"wendesday": u"Wednesday",
	u"wtith": u"with",
	u"yaers": u"years",
	u"yuo": u"you",
	u"withthe": u"with the",
	u"carribbean": u"Caribbean",
	u"carribean": u"Caribbean",
	u"agianst": u"against",
	u"britian": u"Britain",
	u"christanity": u"Christianity",
	u"conneticut": u"Connecticut",
	u"thrusday": u"Thursday",
	u"tolkein": u"Tolkien",
	u"infanty": u"infantry",
	u"humanites": u"humanities",
	u"certfied": u"certified",
	u"subsidery": u"subsidiary",
	u"infrastucture": u"infrastructure",
	u"insuficient": u"insufficient",
	u"tightning": u"tightening",
	u"disapearing": u"disappearing",
	u"mediterreanean": u"Mediterranean",
	u"stablility": u"stability",
	u"beauracratic": u"bureaucratic",
	u"decelleration": u"deceleration",
	u"kindergaten": u"kindergarten",
	u"memiors": u"memoirs",
	u"accension": u"accession",
	u"acknowledgeing": u"acknowledging",
	u"admininistrative": u"administrative",
	u"adventrous": u"adventurous",
	u"aesthecially": u"aesthetically",
	u"aforememtioned": u"aforementioned",
	u"agricuture": u"agriculture",
	u"airrcraft": u"aircraft",
	u"algebraical": u"algebraic",
	u"algorhitms": u"algorithms",
	u"aready": u"already",
	u"amourous": u"amorous",
	u"anarchim": u"anarchism",
	u"anarchistm": u"anarchism",
	u"apparrel": u"apparel",
	u"appealling": u"appealing",
	u"aplied": u"applied",
	u"aprehensive": u"apprehensive",
	u"approxiately": u"approximately",
	u"argubly": u"arguably",
	u"arised": u"arose",
	u"arround": u"around",
	u"assisnate": u"assassinate",
	u"assasined": u"assassinated",
	u"assassintation": u"assassination",
	u"asssassans": u"assassins",
	u"atain": u"attain",
	u"attaindre": u"attainder",
	u"atempting": u"attempting",
	u"attension": u"attention",
	u"atorney": u"attorney",
	u"authoritiers": u"authorities",
	u"authrorities": u"authorities",
	u"authorithy": u"authority",
	u"autority": u"authority",
	u"automonomous": u"autonomous",
	u"availaible": u"available",
	u"avalible": u"available",
	u"baceause": u"because",
	u"beccause": u"because",
	u"beligum": u"Belgium",
	u"belgium": u"Belgium",
	u"bemusemnt": u"bemusement",
	u"bernouilli": u"Bernoulli",
	u"beteen": u"between",
	u"bewteen": u"between",
	u"beyong": u"beyond",
	u"blitzkreig": u"blitzkrieg",
	u"brasillian": u"Brazilian",
	u"breakthroughts": u"breakthroughs",
	u"brethen": u"brethren",
	u"bretheren": u"brethren",
	u"brimestone": u"brimstone",
	u"brittish": u"British",
	u"buildt": u"built",
	u"buoancy": u"buoyancy",
	u"beaurocratic": u"bureaucratic",
	u"busineses": u"business",
	u"calculs": u"calculus",
	u"calvanism": u"Calvinism",
	u"calvinism": u"Calvinism",
	u"cambrige": u"Cambridge",
	u"cancelation": u"cancellation",
	u"cannnot": u"cannot",
	u"carmalite": u"carmelite",
	u"carmelite": u"Carmelite",
	u"carthagian": u"Carthaginian",
	u"carthaginian": u"Carthaginian",
	u"cartdridge": u"cartridge",
	u"catholocism": u"Catholicism",
	u"cacuses": u"caucuses",
	u"cilinder": u"cylinder",
	u"cellpading": u"cellpadding",
	u"celcius": u"Celsius",
	u"cententenial": u"centennial",
	u"champange": u"champagne",
	u"charactersistic": u"characteristic",
	u"childeren": u"children",
	u"cincinatti": u"Cincinnati",
	u"cincinnatti": u"Cincinnati",
	u"claimes": u"claims",
	u"clera": u"clear",
	u"coctail": u"cocktail",
	u"cognizent": u"cognizant",
	u"coincedentally": u"coincidentally",
	u"colaborations": u"collaborations",
	u"collaberative": u"collaborative",
	u"colelctive": u"collective",
	u"comback": u"comeback",
	u"commedic": u"comedic",
	u"confortable": u"comfortable",
	u"commandoes": u"commandos",
	u"comemmorates": u"commemorates",
	u"commerorative": u"commemorative",
	u"commonweath": u"commonwealth",
	u"compeitions": u"competitions",
	u"competative": u"competitive",
	u"completelyl": u"completely",
	u"completeing": u"completing",
	u"completetion": u"completion",
	u"computarized": u"computerized",
	u"concieted": u"conceited",
	u"concurent": u"concurrent",
	u"confids": u"confides",
	u"configureable": u"configurable",
	u"conquerd": u"conquered",
	u"consiciousness": u"consciousness",
	u"consicousness": u"consciousness",
	u"consectutive": u"consecutive",
	u"conesencus": u"consensus",
	u"consequeseces": u"consequences",
	u"consenquently": u"consequently",
	u"consequentually": u"consequently",
	u"consideres": u"considers",
	u"concidering": u"considering",
	u"conspiracys": u"conspiracies",
	u"contstruction": u"construction",
	u"contemporaneus": u"contemporaneous",
	u"constinually": u"continually",
	u"contritutions": u"contributions",
	u"controversal": u"controversial",
	u"coppied": u"copied",
	u"coridal": u"cordial",
	u"corperations": u"corporations",
	u"counries": u"countries",
	u"criterias": u"criteria",
	u"crtical": u"critical",
	u"crticised": u"criticised",
	u"critising": u"criticising",
	u"critisising": u"criticising",
	u"ciriculum": u"curriculum",
	u"curriculem": u"curriculum",
	u"decaffinated": u"decaffeinated",
	u"decathalon": u"decathlon",
	u"desicions": u"decisions",
	u"deafult": u"default",
	u"descendands": u"descendants",
	u"desparate": u"desperate",
	u"devasating": u"devastating",
	u"diablical": u"diabolical",
	u"dimesnional": u"dimensional",
	u"diminuitive": u"diminutive",
	u"diosese": u"diocese",
	u"diplomancy": u"diplomacy",
	u"disagreeed": u"disagreed",
	u"disatrous": u"disastrous",
	u"dispell": u"dispel",
	u"disproportiate": u"disproportionate",
	u"dominaton": u"domination",
	u"dravadian": u"Dravidian",
	u"eearly": u"early",
	u"ecclectic": u"eclectic",
	u"economicaly": u"economically",
	u"ecconomy": u"economy",
	u"ellected": u"elected",
	u"eletricity": u"electricity",
	u"elementay": u"elementary",
	u"emblamatic": u"emblematic",
	u"emphsis": u"emphasis",
	u"enforceing": u"enforcing",
	u"enteratinment": u"entertainment",
	u"entitlied": u"entitled",
	u"erradicable": u"eradicable",
	u"essentialy": u"essentially",
	u"estabishes": u"establishes",
	u"establising": u"establishing",
	u"ethnocentricm": u"ethnocentrism",
	u"evenhtually": u"eventually",
	u"excact": u"exact",
	u"examinated": u"examined",
	u"exeedingly": u"exceedingly",
	u"exchanching": u"exchanging",
	u"exludes": u"excludes",
	u"exculsivly": u"exclusively",
	u"excercise": u"exercise",
	u"execising": u"exercising",
	u"exliled": u"exiled",
	u"existince": u"existence",
	u"exonorate": u"exonerate",
	u"expeced": u"expected",
	u"expeditonary": u"expeditionary",
	u"expiditions": u"expeditions",
	u"expierence": u"experience",
	u"expeiments": u"experiments",
	u"exressed": u"expressed",
	u"expropiated": u"expropriated",
	u"extint": u"extinct",
	u"extrememly": u"extremely",
	u"feburary": u"February",
	u"flambouyant": u"flamboyant",
	u"flourescent": u"fluorescent",
	u"flourine": u"fluorine",
	u"ghandi": u"Gandhi",
	u"geographicial": u"geographical",
	u"gottten": u"gotten",
	u"goverance": u"governance",
	u"grievious": u"grievous",
	u"hallowean": u"Halloween",
	u"haviest": u"heaviest",
	u"helpped": u"helped",
	u"heridity": u"heredity",
	u"hertzs": u"Hertz",
	u"hospitible": u"hospitable",
	u"identitiy": u"identity",
	u"imprisonement": u"imprisonment",
	u"infintely": u"infinitely",
	u"enflamed": u"inflamed",
	u"intentionaly": u"intentionally",
	u"interfereing": u"interfering",
	u"intractible": u"intractable",
	u"masculinlity": u"masculinity",
	u"mischeif": u"mischief",
	u"monestary": u"monastery",
	u"nonsence": u"nonsense",
	u"numberical": u"numerical",
	u"obviousuly": u"obviously",
	u"onomatopeia": u"onomatopoeia",
	u"oposing": u"opposing",
	u"orginized": u"organized",
	u"peope": u"people",
	u"perserverance": u"perseverance",
	u"populatin": u"population",
	u"pronounciation": u"pronunciation",
	u"rebbeled": u"rebelled",
	u"receieved": u"received",
	u"reseracher": u"researcher",
	u"resembeling": u"resembling",
	u"sacreligious": u"sacrilegious",
	u"saterday": u"Saturday",
	u"serveral": u"several",
	u"sincerly": u"sincerely",
	u"softwares": u"software",
	u"sovreignty": u"sovereignty",
	u"sparcely": u"sparsely",
	u"sterotype": u"stereotype",
	u"sterotyped": u"stereotyped",
	u"sugesting": u"suggesting",
	u"technicaly": u"technically",
	u"troug": u"trough",
	u"tuscon": u"Tucson",
	u"alterior": u"ulterior",
	u"ususal": u"usual",
	u"wikipeida": u"Wikipedia",
	u"rebebllion": u"rebellion",
	u"honoric": u"honorific",
	#2006-Aug-14
	u"ezoteric": u"esoteric",
	u"amjor": u"major",
	u"secend": u"second",
	u"complety": u"completely",
	#2006-Aug-13
	u"Marvell": u"Marvell",
	u"eloborate": u"elaborate",
	u"israelian": u"Israeli",
	u"isp": u"ISP",
	u"allthoug": u"although",
	u"netwerk": u"network",
	u"amsterdam": u"Amsterdam",
	u"whrn": u"when",
	u"encounteres": u"encounters",
	u"weel": u"well",
	u"affort": u"effort",
	u"fubuary": u"February",
	u"havent": u"haven't",
	u"includeing": u"including",
	u"losly": u"loosely",
	u"altenative": u"alternative",
	u"cutt": u"cut",
	u"feturing": u"featuring",
	u"littel": u"little",
	u"festaval": u"festival",
	u"paris": u"Paris",
	u"websight": u"website",
	u"richmond": u"Richmond",
	u"hierarchie": u"hierarchy",
	u"artcile": u"article",
	u"normans": u"Normans",
	u"anglia": u"Anglia",
	u"anglian": u"Anglian",
	u"occisional": u"occasional",
	u"fruitng": u"fruiting",
	u"excessevly": u"excessively",
	u"talente": u"talent",
	u"injurey": u"injury",
	u"relatvily": u"relatively",
	u"expericed": u"experienced",
	#2006-Aug-12
	u"ilttle": u"little",
	u"moderm": u"modern",
	u"growht": u"growth",
	u"estrategy": u"strategy",
	u"tne": u"the",
	u"swiss": u"Swiss",
	u"intsalled": u"installed",
	u"decence": u"decent",
	u"discovory": u"discovery",
	u"excitting": u"exciting",
	u"chath": u"catch",
	u"wre": u"were",
	u"inseperatable": u"inseparable",
	u"secrect": u"secret",
	u"lound": u"loud",
	u"coledge": u"college",
	u"regaurdless": u"regardless",
	u"serios": u"serious",
	u"favorate": u"favourite",
	u"disgiuse": u"disguise",
	u"courner": u"corner",
	u"ritch": u"rich",
	u"snice": u"since",
	u"passtime": u"pastime",
	u"passtimes": u"pastimes",
	u"exlucive": u"exclusive",
	u"appaer": u"appear",
	u"attendion": u"attention",
	u"probles": u"problems",
	u"scources": u"sources",
	u"embarsassing": u"embarrassing",
	u"mistoke": u"mistaken",
	u"secrects": u"secrets",
	u"asuming": u"assuming",
	u"inseperable": u"inseparable",
	u"probible": u"probable",
	u"mabye": u"maybe",
	u"atitude": u"attitude",
	u"seriosly": u"seriously",
	u"Shephard": u"Shephard", # Surname
	u"excute": u"execute",
	u"instrment": u"instrument",
	u"posistion": u"position",
	u"approch": u"approach",
	u"Km": u"km",
	u"memorys": u"memories",
	u"devlop": u"develop",
	#2006-Aug-09
	u"germany": u"Germany",
	u"switzerland": u"Switzerland",
	u"czech": u"Czech",
	u"milirary": u"military",
	u"portugese": u"Portuguese",
	u"prototyical": u"prototypical",
	u"euphenism": u"euphemism",
	u"elecrician": u"electrician",
	u"differning": u"differing",
	#2006-Aug-08
	u"italo": u"Italo",
	u"increasd": u"increased",
	#2006-Aug-07
	u"honary": u"honorary",
	#2006-Aug-06
	u"hositals": u"hospitals",
	u"decadance": u"decadence",
	u"reminisent": u"reminiscent",
	u"cantidate": u"candidate",
	u"develeoped": u"developed",
	u"contemptorary": u"contemporary",
	u"reacently": u"recently",
	u"fearures": u"features",
	u"populatio": u"population",
	#2006-Aug-03
	u"appearnce": u"appearance",
	u"singel": u"single",
	u"agrilcultre": u"agriculture",
	u"enighboring": u"neighboring",
	u"confrantation": u"confrontation",
	u"integraed": u"integrated",
	#2006-Aug-02
	u"knoweldge": u"knowledge",
	u"conscousness": u"consciousness",
	u"conscousnesses": u"consciousnesses",
	u"waittress": u"waitress",
	u"afinnaty": u"affinity",
	u"nerw": u"new",
	u"hierarichal": u"hierarchical",
	u"indivisual": u"individual",
	u"iranian": u"Iranian",
	#2006-Aug-01
	u"longre": u"longer",
	#2006-Jul-31
	u"obsucrantists": u"obscurantists",
	u"obsucrantist": u"obscurantist",
	u"israeli": u"Israeli",
	u"afganistan": u"Afghanistan",
	u"afghanistan": u"Afghanistan",
	u"iran": u"Iran",
	u"iraq": u"Iraq",
	u"ortiented": u"oriented",
	#2006-Jul-30
	u"alomg": u"along",
	u"cociety": u"society",
	u"ligh": u"light",
	u"aurthor": u"author",
	#2006-Jul-29
	u"comtest": u"contest",
	u"comtests": u"contests",
	u"comtested": u"contested",
	u"comtesting": u"contesting",
	u"creats": u"creates",
	#2006-Jul-27
	u"inerview": u"interview",
	u"anglo": u"Anglo",
	u"saxon": u"Saxon",
	u"termnally": u"terminally",
	u"martital": u"marital",
	u"relunctantly": u"reluctantly",
	u"loust": u"lousy",
	u"impromtu": u"impromptu",
	u"protcol": u"protocol",
	u"unathorized": u"unauthorized",
	u"mobolises": u"mobilises",
	u"mobolizes": u"mobilizes",
	u"detoriorate": u"deteriorate",
	u"distruptive": u"disruptive",
	u"invistigate": u"investigate",
	u"neccessitate": u"necessitate",
	u"manufacturered": u"manufactured",
	u"neighboor": u"neighbour",
	u"excersise": u"exercise",
	u"preassures": u"pressures",
	u"cotinuous": u"continuous",
	u"girlfreinds": u"girlfriends",
	u"girlfreind": u"girlfriend",
	u"herslelf": u"herself",
	u"femenist": u"feminist",
	u"meinwhile": u"meanwhile",
	u"giarist": u"guitarist",
	u"gitarist": u"guitarist",
	u"millatary": u"military",
	u"aztec": u"Aztec",
	u"boyfreinds": u"boyfriends",
	u"boyfreind": u"boyfriend",
	u"grasy": u"grassy",
	u"scatered": u"scattered",
	u"acsending": u"ascending",
	u"acsend": u"ascend",
	u"acsended": u"ascended",
	u"acsends": u"ascends",
	u"neautral": u"neutral",
	u"impenitrable": u"impenetrable",
	u"compond": u"compound",
	u"relateivly": u"relatively",
	u"satilte": u"satellite",
	u"satalite": u"satellite",
	u"casle": u"castle",
	u"caslte": u"castle",
	u"cpature": u"capture",
	u"machinguns": u"machine guns",
	u"pagado": u"pagoda",
	u"susceptable": u"susceptible",
	u"locatations": u"locations",
	u"travese": u"traverse",
	#2006-Jul-24
	u"ablum": u"album",
	#2006-Jul-23
	u"conrast": u"contrast",
	u"conrasted": u"contrasted",
	u"conrasting": u"contrasting",
	u"conrasts": u"contrasts",
	#2006-Jul-22
	u"civialian": u"civilian",
	u"registars": u"registrars",
	u"registar": u"registrar",
	#2006-Jun-30
	u"continuned": u"continued",
	#2006-Jun-29
	u"girlfirend": u"girlfriend",
	#2006-Jun-28
	u"resue": u"rescue",
	u"amout": u"amount",
	u"tallent": u"talent",
	#2006-Jun-23
	u"alterication": u"altercation",
	#2006-Jun-20
	u"prominatly": u"prominently",
	u"pusuit": u"pursuit",
	u"rigerous": u"rigorous",
	u"gemetric": u"geometric",
	u"fromn": u"from",
	#2006-Jun-19
	u"distruition": u"distribution",
	u"joinded": u"joined",
	u"linux": u"Linux",
	u"trys": u"tries",
	u"flys": u"flies",
	u"dailys": u"dailies",
	u"companys": u"companies",
	u"enemys": u"enemies",
	u"citys": u"cities",
	u"storys": u"stories",
	u"familys": u"families",
	u"armys": u"armies",
	u"denys": u"denies",
	u"rallys": u"rallies",
	u"dynastys": u"dynasties",
	u"partys": u"parties",
	u"frys": u"fries",
	u"centurys": u"centuries",
	u"sallys": u"sallies",
	u"babys": u"babies",
	u"implys": u"implies",
	u"applys": u"applies",
	u"spys": u"spies",
	u"crys": u"cries",
	u"bodys": u"bodies",
	u"activitys": u"activities",
	u"trophys": u"trophies",
	u"ponys": u"ponies",
	u"ladys": u"ladies",
	u"historys": u"histories",
	u"varys": u"varies",
	u"supplys": u"supplies",
	u"nobodys": u"nobody's",
	u"navys": u"navies",
	u"butterflys": u"butterflies",
	u"biographys": u"biographies",
	u"relys": u"relies",
	u"quarrys": u"quarries",
	u"lilys": u"lilies",
	u"gallerys": u"galleries",
	u"boundarys": u"boundaries",
	u"anyawehre": u"anywhere",
	#2006-Jun-18
	u"Faithfull": u"Faithfull", # Surname (eg Marianne)
	u"Colum": u"Colum", # Variant spelling of Colm
	u"scandle": u"scandal",
	u"oriiginal": u"original",
	#2006-Jun-17
	u"effoert": u"effort",
	u"hipanic": u"Hispanic",
	u"excedd": u"exceed",
	u"tempored": u"tempered",
	u"reuinted": u"reunited",
	u"distinugished": u"distinguished",
	u"elminated": u"eliminated",
	u"Puting": u"Puting", # Placename
	u"consisiting": u"consisting",
	u"headquarted": u"headquartered",
	u"critized": u"criticized",
	u"parlment": u"parliament",
	u"activies": u"activities",
	u"containg": u"containing",
	u"maintence": u"maintenance",
	u"convience": u"convenience",
	u"illegimate": u"illegitimate",
	u"cresent": u"crescent",
	u"enlightment": u"enlightenment",
	u"unparalled": u"unparalleled",
	u"possibily": u"possibly",
	u"encounted": u"encountered",
	u"determing": u"determining",
	u"constitional": u"constitutional",
	u"anthromorphic": u"anthropomorphic",
	u"breastroke": u"breaststroke",
	u"transportion": u"transportation",
	u"pratical": u"practical",
	u"maintaing": u"maintaining",
	u"contempories": u"contemporaries",
	u"instutions": u"institutions",
	u"tradional": u"traditional",
	u"examing": u"examining",
	u"commerate": u"commemorate",
	u"televion": u"television",
	u"interpretion": u"interpretation",
	u"embroided": u"embroidered",
	u"scholary": u"scholarly",
	u"prepatory": u"preparatory",
	u"precessor": u"predecessor",
	u"tradionally": u"traditionally",
	u"predessor": u"predecessor",
	u"expections": u"expectations",
	u"effiency": u"efficiency",
	u"contempary": u"contemporary",
	u"collectn": u"collection",
	u"amalgated": u"amalgamated",
	u"undoubtly": u"undoubtedly",
	u"implemention": u"implementation",
	u"dimished": u"diminished",
	u"strengthing": u"strengthening",
	u"hilighted": u"highlighted",
	u"hilight": u"highlight",
	u"critisms": u"criticisms",
	u"automaticly": u"automatically",
	u"administed": u"administered",
	u"signifance": u"significance",
	u"irrestible": u"irresistible",
	u"authories": u"authorities",
	u"attemping": u"attempting",
	u"unprecented": u"unprecedented",
	u"surrending": u"surrendering",
	u"represention": u"representation",
	u"maintaince": u"maintenance",
	u"involment": u"involvement",
	u"indiscrimately": u"indiscriminately",
	u"governship": u"governorship",
	u"develoment": u"development",
	u"compability": u"compatibility",
	u"responsibilies": u"responsibilities",
	u"profiency": u"proficiency",
	u"lengthed": u"lengthened",
	u"gravitional": u"gravitational",
	u"enlighted": u"enlightened",
	u"drasticly": u"drastically",
	u"discrimation": u"discrimination",
	u"developent": u"development",
	u"defiency": u"deficiency",
	u"competiveness": u"competitiveness",
	u"accredition": u"accreditation",
	u"restructing": u"restructuring",
	u"opportunies": u"opportunities",
	u"energic": u"energetic",
	u"roadbead": u"roadbend",
	u"olympic": u"Olympic",
	u"oppertunities": u"opportunities",
	u"candate": u"candidate",
	u"nighmare": u"nightmare",
	#2006-Jun-16
	u"apecialist": u"specialist",
	u"centuary": u"century",
	u"cemetry": u"cemetery",
	u"masonary": u"masonry",
	u"quandry": u"quandary",
	u"secondry": u"secondary",
	u"cavalary": u"cavalry",
	u"rivalary": u"rivalry",
	u"monetry": u"monetary",
	u"gallantary": u"gallantry",
	u"carpentary": u"carpentry",
	u"dietry": u"dietary",
	u"parcial": u"partial",
	u"exponencial": u"exponential",
	u"referencial": u"referential",
	u"finantial": u"financial",
	u"controvertial": u"controversial",
	u"inercial": u"inertial",
	u"potencial": u"potential",
	u"circumstancial": u"circumstantial",
	u"extention": u"extension",
	u"occationally": u"occasionally",
	u"pretentions": u"pretensions",
	u"invation": u"invasion",
	u"constitucion": u"constitution",
	u"desicion": u"decision",
	u"ascention": u"ascension",
	u"desision": u"decision",
	u"occational": u"occasional",
	u"intensions": u"intentions",
	u"persuation": u"persuasion",
	u"racional": u"rational",
	u"incorporacion": u"incorporation",
	u"coersion": u"coercion",
	u"recognision": u"recognition",
	u"posion": u"poison",
	u"internasional": u"international",
	#u"intensionality": u"intentionality",
	u"expantion": u"expansion",
	u"demolision": u"demolition",
	u"vicion": u"vision",
	u"suspision": u"suspicion",
	u"retension": u"retention",
	u"relacional": u"relational",
	u"promocional": u"promotional",
	u"sosial": u"social",
	u"spesial": u"special",
	u"inicial": u"initial",
	u"benefitial": u"beneficial",
	u"sequencial": u"sequential",
	u"existencial": u"existential",
	u"substancially": u"substantially",
	u"residencial": u"residential",
	u"substancial": u"substantial",
	u"asd": u"and",
	u"deafining": u"deafening",
	u"Fron": u"Fron", # Placename
	u"referer": u"referrer",
	u"undesireable": u"undesirable",
	u"measureable": u"measurable",
	u"mainsteam": u"mainstream",
	u"appeares": u"appears",
	u"metics": u"metrics",
	u"appreared": u"appeared",
	u"appeareance": u"appearance",
	u"showes": u"shows",
	u"Pickett": u"Pickett", # Surname
	u"Hazzard": u"Hazzard", # Dukes of :)
	u"Tennant": u"Tennant", # Surname
	u"Holliday": u"Holliday", # Surname
	u"uban": u"urban",
	u"indigenious": u"indigenous",
	u"fictitous": u"fictitious",
	u"vicous": u"vicious",
	u"prevous": u"previous",
	u"sumptous": u"sumptuous",
	u"ignominous": u"ignominious",
	u"amphibous": u"amphibious",
	u"oblivous": u"oblivious",
	u"malicous": u"malicious",
	u"ambiguious": u"ambiguous",
	u"viscious": u"vicious",
	u"superstitous": u"superstitious",
	u"rebellous": u"rebellious",
	u"acrimonous": u"acrimonious",
	u"visciously": u"viscously",
	u"victorous": u"victorious",
	u"odous": u"odious",
	u"suspicously": u"suspiciously",
	u"serously": u"seriously",
	u"prosperious": u"prosperous",
	u"homogenious": u"homogeneous",
	u"dangerious": u"dangerous",
	u"conscientous": u"conscientious",
	u"rable": u"rabble",
	u"carreer": u"career",
	u"burried": u"buried",
	u"abandonned": u"abandoned",
	u"handfull": u"handful",
	u"primarilly": u"primarily",
	u"offerred": u"offered",
	u"editted": u"edited",
	u"civillians": u"civilians",
	u"mentionned": u"mentioned",
	u"affilliate": u"affiliate",
	u"reptillian": u"reptilian",
	u"fullfill": u"fulfill",
	u"alligned": u"aligned",
	u"litterally": u"literally",
	u"guitarrist": u"guitarist",
	u"rennovated": u"renovated",
	u"chasis": u"chassis",
	u"attrocities": u"atrocities",
	u"wellcome": u"welcome",
	u"pavillions": u"pavilions",
	u"heavilly": u"heavily",
	u"confered": u"conferred",
	u"accellerated": u"accelerated",
	u"ammenities": u"amenities",
	u"paralax": u"parallax",
	u"teritories": u"territories",
	u"reconcilliation": u"reconciliation",
	u"fullfilled": u"fulfilled",
	u"sherriff": u"sheriff",
	u"graffitti": u"graffiti",
	u"errupted": u"erupted",
	u"elligible": u"eligible",
	u"innaugural": u"inaugural",
	u"openned": u"opened",
	u"neccessity": u"necessity",
	u"upcomming": u"upcoming",
	u"bladers": u"bladders",
	u"affilliated": u"affiliated",
	u"tennant": u"tenant",
	u"rennovations": u"renovations",
	u"sufferred": u"suffered",
	u"openning": u"opening",
	u"finnished": u"finished",
	u"predeccessor": u"predecessor",
	u"plummetted": u"plummeted",
	u"obssessed": u"obsessed",
	u"mispelled": u"misspelled",
	u"lattitude": u"latitude",
	u"irridescent": u"iridescent",
	u"developping": u"developing",
	u"debutted": u"debuted",
	u"bigest": u"biggest",
	u"emmissions": u"emissions",
	u"commissionned": u"commissioned",
	u"allready": u"already",
	u"afforementioned": u"aforementioned",
	u"vaccuum": u"vacuum",
	u"referrent": u"referent",
	u"occuppied": u"occupied",
	u"faithfull": u"faithful",
	u"villified": u"vilified",
	u"unnofficial": u"unofficial",
	u"opperated": u"operated",
	u"innoculant": u"inoculant",
	u"creditted": u"credited",
	u"committments": u"commitments",
	u"rennovation": u"renovation",
	u"preferrable": u"preferable",
	u"opperates": u"operates",
	u"novellist": u"novelist",
	u"aproach": u"approach",
	u"apointed": u"appointed",
	u"aparatus": u"apparatus",
	u"tennants": u"tenants",
	u"propell": u"propel",
	u"dueted": u"duetted",
	u"beter": u"better",
	u"battallion": u"battalion",
	u"annullment": u"annulment",
	u"proffessional": u"professional",
	u"misscount": u"miscount",
	u"mision": u"mission",
	u"barrell": u"barrel",
	u"sumer": u"summer",
	u"simillar": u"similar",
	u"peacefull": u"peaceful",
	u"innaccurate": u"inaccurate",
	u"compell": u"compel",
	u"assisstant": u"assistant",
	u"acounts": u"accounts",
	u"accute": u"acute",
	u"ussually": u"usually",
	u"Jewell": u"Jewell", # Surname
	u"jewell": u"jewel",
	u"indexx": u"index",
	u"fullfilling": u"fulfilling",
	u"filmmed": u"filmed",
	u"droped": u"dropped",
	u"connurbation": u"conurbation",
	u"comon": u"common",
	u"committ": u"commit",
	u"appelate": u"appellate",
	u"angell": u"angel",
	u"vomitting": u"vomiting",
	u"tresspassing": u"trespassing",
	u"succesfull": u"successful",
	u"clientelle": u"clientele",
	u"alltogether": u"altogether",
	u"wonderfull": u"wonderful",
	u"splited": u"split",
	u"professionnal": u"professional",
	u"outter": u"outer",
	u"orbitting": u"orbiting",
	u"litle": u"little",
	u"interferred": u"interfered",
	u"immediatelly": u"immediately",
	u"commemmorated": u"commemorated",
	u"assummed": u"assumed",
	u"assisstance": u"assistance",
	u"allignment": u"alignment",
	u"reverred": u"revered",
	u"questionned": u"questioned",
	u"interrment": u"interment",
	u"holliday": u"holiday",
	u"ettiquette": u"etiquette",
	u"enobled": u"ennobled",
	u"dissappeared": u"disappeared",
	u"currrently": u"currently",
	u"captainn": u"captain",
	u"ammounts": u"amounts",
	u"ammends": u"amends",
	u"alows": u"allows",
	u"accademic": u"academic",
	u"witnessess": u"witnesses",
	u"surveilled": u"surveiled",
	u"ressembles": u"resembles",
	u"referrendum": u"referendum",
	u"occurrs": u"occurs",
	u"obssession": u"obsession",
	u"milllion": u"million",
	u"marketted": u"marketed",
	u"interferring": u"interfering",
	u"inflammed": u"inflamed",
	u"gazete": u"gazette",
	u"gamettes": u"gametes",
	u"forrested": u"forested",
	u"equillibrium": u"equilibrium",
	u"dissmissed": u"dismissed",
	u"dissassembled": u"disassembled",
	u"comonly": u"commonly",
	u"commmunity": u"community",
	u"borrough": u"borough",
	u"writtings": u"writings",
	u"suppport": u"support",
	u"retalliation": u"retaliation",
	u"pressumably": u"presumably",
	u"necessarilly": u"necessarily",
	u"morraine": u"moraine",
	u"innappropriate": u"inappropriate",
	u"formerlly": u"formerly",
	u"equiping": u"equipping",
	u"dueting": u"duetting",
	u"coallition": u"coalition",
	u"carying": u"carrying",
	u"canibal": u"cannibal",
	u"bizzarre": u"bizarre",
	u"aliance": u"alliance",
	u"addventure": u"adventure",
	u"translitteration": u"transliteration",
	u"traditionnal": u"traditional",
	u"tarriffs": u"tariffs",
	u"suppossed": u"supposed",
	u"spining": u"spinning",
	u"skilfull": u"skilful",
	u"shapped": u"shaped",
	u"revealled": u"revealed",
	u"promissing": u"promising",
	u"plummetting": u"plummeting",
	u"pickett": u"picket",
	u"personallity": u"personality",
	u"opperate": u"operate",
	u"milimetre": u"millimetre",
	u"marvell": u"marvel",
	u"largelly": u"largely",
	u"juvenille": u"juvenile",
	u"innaugurated": u"inaugurated",
	u"incomming": u"incoming",
	u"impresive": u"impressive",
	u"flamable": u"flammable",
	u"familliar": u"familiar",
	u"eightteen": u"eighteen",
	u"disected": u"dissected",
	u"dilligently": u"diligently",
	u"bussinessman": u"businessman",
	u"boycot": u"boycott",
	u"biling": u"billing",
	u"assylum": u"asylum",
	u"allright": u"alright",
	u"vesel": u"vessel",
	u"truthfullness": u"truthfulness",
	u"transitted": u"transited",
	u"runnning": u"running",
	u"rulled": u"ruled",
	u"propeler": u"propeller",
	u"painfull": u"painful",
	u"offerring": u"offering",
	u"maried": u"married",
	u"itsself": u"itself",
	u"inhabitted": u"inhabited",
	u"grammophone": u"gramophone",
	u"gradualy": u"gradually",
	u"fullfillment": u"fulfillment",
	u"facillities": u"facilities",
	u"ennemy": u"enemy",
	u"dilligence": u"diligence",
	u"derrogatory": u"derogatory",
	u"concomittant": u"concomitant",
	u"battallions": u"battalions",
	u"baloon": u"balloon",
	u"appealled": u"appealed",
	u"actuallity": u"actuality",
	u"programmming": u"programming",
	u"pallisade": u"palisade",
	u"mascott": u"mascot",
	u"mallett": u"mallet",
	u"lossing": u"losing",
	u"litteral": u"literal",
	u"leter": u"letter",
	u"lamposts": u"lampposts",
	u"infered": u"inferred",
	u"ilness": u"illness",
	u"famillies": u"families",
	u"facillitate": u"facilitate",
	u"esspecially": u"especially",
	u"dilligent": u"diligent",
	u"commemmorating": u"commemorating",
	u"colar": u"collar",
	u"cigarrette": u"cigarette",
	u"annonymous": u"anonymous",
	u"ammendments": u"amendments",
	u"albatros": u"albatross",
	u"accupuncture": u"acupuncture",
	u"wellfare": u"welfare",
	u"ventillation": u"ventilation",
	u"trimed": u"trimmed",
	u"transitting": u"transiting",
	u"temporarilly": u"temporarily",
	u"surveilling": u"surveiling",
	u"revealling": u"revealing",
	u"rennaissance": u"renaissance",
	u"refferred": u"referred",
	u"reccurring": u"recurring",
	u"professsional": u"professional",
	u"possiblly": u"possibly",
	u"plattform": u"platform",
	u"originall": u"original",
	u"mishapen": u"misshapen",
	u"millitant": u"militant",
	u"masive": u"massive",
	u"masacre": u"massacre",
	u"litterary": u"literary",
	u"kiling": u"killing",
	u"hazzard": u"hazard",
	u"felow": u"fellow",
	u"equaly": u"equally",
	u"emmigrant": u"emigrant",
	u"disolves": u"dissolves",
	u"currrent": u"current",
	u"commital": u"committal",
	u"commissionner": u"commissioner",
	u"collossal": u"colossal",
	u"bizare": u"bizarre",
	u"billingual": u"bilingual",
	u"beautifull": u"beautiful",
	u"atempted": u"attempted",
	u"asumed": u"assumed",
	u"arested": u"arrested",
	u"usuallly": u"usually",
	u"supressive": u"suppressive",
	u"sufferring": u"suffering",
	u"sitings": u"sittings",
	u"setlement": u"settlement",
	u"processs": u"process",
	u"processess": u"processes",
	u"proccessor": u"processor",
	u"potentialy": u"potentially",
	u"overriden": u"overridden",
	u"oppresion": u"oppression",
	u"inputed": u"inputted",
	u"innundated": u"inundated",
	u"innnings": u"innings",
	u"immitates": u"imitates",
	u"hillarious": u"hilarious",
	u"extremelly": u"extremely",
	u"espionnage": u"espionage",
	u"dissaffected": u"disaffected",
	u"disect": u"dissect",
	u"deterent": u"deterrent",
	u"consonnant": u"consonant",
	u"commercialy": u"commercially",
	u"comemorative": u"commemorative",
	u"colapsed": u"collapsed",
	u"biproduct": u"byproduct",
	u"gimnasium": u"gymnasium",
	u"presbitery": u"presbytery",
	u"biproducts": u"byproducts",
	u"meself": u"myself",
	u"patronimic": u"patronymic",
	u"synonimous": u"synonymous",
	u"cristalline": u"crystalline",
	u"apocaliptic": u"apocalyptic",
	u"phisical": u"physical",
	u"dinamic": u"dynamic",
	u"ciclones": u"cyclones",
	u"sinergy": u"synergy",
	u"tipically": u"typically",
	u"simbols": u"symbols",
	u"paralized": u"paralyzed",
	u"mithological": u"mythological",
	u"anonimous": u"anonymous",
	u"mithology": u"mythology",
	u"gimnastics": u"gymnastics",
	u"accompanyment": u"accompaniment",
	u"identifyable": u"identifiable",
	u"sillyness": u"silliness",
	u"crocodylian": u"crocodilian",
	u"algorythm": u"algorithm",
	u"emptyness": u"emptiness",
	u"cyphertext": u"ciphertext",
	u"beautyful": u"beautiful",
	u"implyed": u"implied",
	u"handywork": u"handiwork",
	u"algorythms": u"algorithms",
	u"livelyhood": u"livelihood",
	u"embodyment": u"embodiment",
	u"indecypherable": u"indecipherable",
	u"hybernation": u"hibernation",
	u"heavyness": u"heaviness",
	u"slogin": u"slogan",
	u"devestating": u"devastating",
	u"devestated": u"devastated",
	u"devasted": u"devastated",
	u"saxaphone": u"saxophone",
	u"entirity": u"entirety",
	u"elegible": u"eligible",
	u"fomer": u"former",
	#u"carnaval": u"carnival",
	u"relase": u"release",
	u"indestructable": u"indestructible",
	u"inheritence": u"inheritance",
	u"oppurtunities": u"opportunities",
	u"recipies": u"recipes",
	u"discription": u"description",
	u"degress": u"degrees",
	u"monastaries": u"monasteries",
	u"tournement": u"tournament",
	u"resurgance": u"resurgence",
	u"devasting": u"devastating",
	u"rivarly": u"rivalry",
	u"priviliges": u"privileges",
	u"adherants": u"adherents",
	u"sorcerors": u"sorcerers",
	u"psychadelic": u"psychedelic",
	u"propogation": u"propagation",
	u"adherance": u"adherence",
	u"simultaniously": u"simultaneously",
	u"realesed": u"released",
	u"distrubuted": u"distributed",
	u"competetion": u"competition",
	u"compaign": u"campaign",
	u"proprieter": u"proprietor",
	u"decembar": u"December",
	u"indiginous": u"indigenous",
	u"devestation": u"devastation",
	u"challange": u"challenge",
	u"distrubution": u"distribution",
	u"collaberation": u"collaboration",
	u"subsistance": u"subsistence",
	u"novembar": u"November",
	u"implimented": u"implemented",
	u"distributers": u"distributors",
	u"enscribed": u"inscribed",
	u"discrepency": u"discrepancy",
	u"sorrounding": u"surrounding",
	u"septimber": u"September",
	u"propogated": u"propagated",
	u"perseverence": u"perseverance",
	u"novimber": u"November",
	u"extremeties": u"extremities",
	u"enterred": u"entered",
	u"diocesis": u"diocese",
	u"compulsary": u"compulsory",
	u"representitives": u"representatives",
	u"repurcussions": u"repercussions",
	u"remeniscent": u"reminiscent",
	u"relavent": u"relevant",
	u"enchanced": u"enhanced",
	u"correspondances": u"correspondences",
	u"ambigious": u"ambiguous",
	u"sorrounded": u"surrounded",
	u"promotors": u"promoters",
	u"derivitive": u"derivative",
	u"charecters": u"characters",
	u"anniversery": u"anniversary",
	u"implimentation": u"implementation",
	u"expidition": u"expedition",
	u"dicussion": u"discussion",
	u"bussiness": u"business",
	u"spurius": u"spurious",
	u"propogating": u"propagating",
	u"partecipated": u"participated",
	u"parantheses": u"parentheses",
	u"indegenous": u"indigenous",
	u"feasability": u"feasibility",
	u"collecter": u"collector",
	u"cirriculum": u"curriculum",
	u"catelogue": u"catalogue",
	u"unprecidented": u"unprecedented",
	u"sponsers": u"sponsors",
	u"passanger": u"passenger",
	u"passangers": u"passengers",
	u"immedietly": u"immediately",
	u"governers": u"governors",
	u"dormatories": u"dormitories",
	u"prestegious": u"prestigious",
	u"moniter": u"monitor",
	u"idolators": u"idolaters",
	u"dormatory": u"dormitory",
	u"ceromony": u"ceremony",
	u"vesion": u"version",
	u"versitile": u"versatile",
	u"tenents": u"tenants",
	u"revisted": u"revisited",
	u"representitive": u"representative",
	u"inpenetrable": u"impenetrable",
	u"formidible": u"formidable",
	u"destructable": u"destructible",
	u"definative": u"definitive",
	u"preperatory": u"preparatory",
	u"phenominal": u"phenomenal",
	u"persued": u"pursued",
	u"oppertunity": u"opportunity",
	u"challanges": u"challenges",
	u"ancesters": u"ancestors",
	u"sculpter": u"sculptor",
	u"sargeant": u"sergeant",
	u"prestiguous": u"prestigious",
	u"preperations": u"preparations",
	u"notariety": u"notoriety",
	u"nemisis": u"nemesis",
	u"inconsistancies": u"inconsistencies",
	u"illistrate": u"illustrate",
	u"emprisoned": u"imprisoned",
	u"colloboration": u"collaboration",
	u"accomidate": u"accommodate",
	u"usuable": u"useable",
	u"turbulance": u"turbulence",
	u"prevalance": u"prevalence",
	u"ommission": u"omission",
	u"numorous": u"numerous",
	u"inprisoned": u"imprisoned",
	u"indefinate": u"indefinite",
	u"helicoptor": u"helicopter",
	u"competetive": u"competitive",
	u"colloborated": u"collaborated",
	u"argentinian": u"Argentinian",
	u"anique": u"antique",
	u"simularities": u"similarities",
	u"seemlessly": u"seamlessly",
	u"resiliance": u"resilience",
	u"resedential": u"residential",
	u"repitition": u"repetition",
	u"pilgramage": u"pilgrimage",
	u"perimiter": u"perimeter",
	u"examplified": u"exemplified",
	u"examplary": u"exemplary",
	u"desparation": u"desparation",
	u"desparately": u"desperately",
	u"councellor": u"councillor",
	u"challanged": u"challenged",
	u"authoratative": u"authoritative",
	u"apperence": u"appearance",
	u"violonist": u"violinist",
	u"suppliments": u"supplements",
	u"sentanced": u"sentenced",
	u"repetative": u"repetitive",
	u"rejuvinated": u"rejuvenated",
	u"permenent": u"permanent",
	u"humurous": u"humorous",
	u"greated": u"greeted",
	u"enscription": u"inscription",
	u"disappearence": u"disappearance",
	u"diamater": u"diameter",
	u"depradations": u"depredations",
	u"conferance": u"conference",
	u"conducter": u"conductor",
	u"competetor": u"competitor",
	u"collaberated": u"collaborated",
	u"charasmatic": u"charismatic",
	u"catelog": u"catalog",
	u"adoptation": u"adaptation",
	u"acceptence": u"acceptance",
	u"vegitation": u"vegetation",
	u"vaction": u"vacation",
	u"tipical": u"typical",
	u"supremecy": u"supremacy",
	u"similer": u"similar",
	u"resemblences": u"resemblances",
	#u"prepositioned": u"propositioned", # legit! "propositioned" gives too many false positives
	u"plausable": u"plausible",
	u"pheremone": u"pheromone",
	u"phenomonon": u"phenomenon",
	u"partion": u"partition",
	u"noticiable": u"noticeable",
	u"inhibitants": u"inhabitants",
	u"influentual": u"influential",
	u"forgotton": u"forgotten",
	u"devoloped": u"developed",
	u"delapidated": u"dilapidated",
	u"continiously": u"continuously",
	u"continious": u"continuous",
	u"compitition": u"competition",
	u"comparason": u"comparison",
	u"tournements": u"tournaments",
	u"subsiquently": u"subsequently",
	u"seperatists": u"separatists",
	u"secundary": u"secondary",
	u"seccessionist": u"secessionist",
	u"seccession": u"secession",
	u"seaking": u"seeking",
	u"responsabilities": u"responsibilities",
	u"prosecuter": u"prosecutor",
	u"partioned": u"partitioned",
	u"orginizations": u"organizations",
	u"memoribilia": u"memorabilia",
	u"manufactered": u"manufactured",
	u"manouvering": u"maneuvering",
	u"manouverability": u"maneuverability",
	u"manditory": u"mandatory",
	u"inaugerated": u"inaugurated",
	u"devistating": u"devastating",
	u"consacrated": u"consecrated",
	u"collabaration": u"collaboration",
	u"assessible": u"accessible",
	u"volitile": u"volatile",
	u"versitility": u"versatility",
	u"verious": u"various",
	u"shephard": u"shepherd",
	u"semetic": u"Semitic",
	u"scatalogical": u"scatological",
	u"reverance": u"reverence",
	u"restructed": u"restricted",
	u"repellants": u"repellents",
	u"referances": u"references",
	u"priviliged": u"privileged",
	u"novilist": u"novelist",
	u"neighboorhood": u"neighbourhood",
	u"milimeter": u"millimeter",
	u"inscripted": u"inscribed",
	u"illigitimate": u"illegitimate",
	u"homocide": u"homicide",
	u"excutive": u"executive",
	u"erruption": u"eruption",
	u"emblazened": u"emblazoned",
	u"dispensor": u"dispenser",
	u"delerium": u"delirium",
	u"collecters": u"collectors",
	u"coexistance": u"coexistence",
	u"charecteristics": u"characteristics",
	u"bilong": u"belong",
	u"vegeterian": u"vegetarian",
	u"variaties": u"varieties",
	u"unincorperated": u"unincorporated",
	u"subsiduaries": u"subsidiaries",
	u"restraunt": u"restaurant",
	u"precident": u"precedent",
	u"precidence": u"precedence",
	u"invisioned": u"envisioned",
	u"indicitive": u"indicative",
	u"hexidecimal": u"hexadecimal",
	u"germanate": u"germinate",
	u"frivilous": u"frivolous",
	u"exective": u"executive",
	u"duversity": u"diversity",
	u"digestable": u"digestible",
	u"diffucult": u"difficult",
	u"desposed": u"disposed",
	u"cummulative": u"cumulative",
	u"conspicious": u"conspicuous",
	u"conglomorate": u"conglomerate",
	u"comprimising": u"compromising",
	u"competetions": u"competitions",
	u"comparible": u"comparable",
	u"commenly": u"commonly",
	u"collaberator": u"collaborator",
	u"avarage": u"average",
	u"apocolyptic": u"apocalyptic",
	u"ancester": u"ancestor",
	u"aggrevated": u"aggravated",
	u"adventage": u"advantage",
	u"supplimented": u"supplemented",
	u"substition": u"substitution",
	u"strategems": u"stratagems",
	u"sensetive": u"sensitive",
	u"reletively": u"relatively",
	u"relegious": u"religious",
	u"professer": u"professor",
	u"privilige": u"privilege",
	u"preferance": u"preference",
	u"performences": u"performances",
	u"observors": u"observers",
	u"mathemetician": u"mathematician",
	u"marmelade": u"marmalade",
	u"manouverable": u"maneuverable",
	u"legendery": u"legendary",
	u"irreversable": u"irreversible",
	u"interpretor": u"interpreter",
	u"intellegent": u"intelligent",
	u"incorperated": u"incorporated",
	u"humungous": u"humongous",
	u"helicoptors": u"helicopters",
	u"genetalia": u"genitalia",
	u"fundemental": u"fundamental",
	u"foilage": u"foliage",
	u"excellance": u"excellence",
	u"espacially": u"especially",
	u"errupts": u"erupts",
	u"diocesean": u"diocesan",
	u"definetely": u"definitely",
	u"decidious": u"deciduous",
	u"dacorum": u"decorum",
	u"convinient": u"convenient",
	u"bounderies": u"boundaries",
	u"archealogical": u"archaeological",
	u"temperence": u"temperance",
	u"supplimental": u"supplemental",
	u"subsiquent": u"subsequent",
	u"speaches": u"speeches",
	u"similtaneously": u"simultaneously",
	u"sculptur": u"sculptor",
	u"scientest": u"scientist",
	u"scarely": u"scarcely",
	u"residentual": u"residential",
	u"relagated": u"relegated",
	u"rejuvinate": u"rejuvenate",
	u"preponderence": u"preponderance",
	u"pheremones": u"pheromones",
	u"observor": u"observer",
	u"negotions": u"negotiations",
	u"machinary": u"machinery",
	u"inaugarated": u"inaugurated",
	u"inaugaral": u"inaugural",
	u"implimenting": u"implementing",
	u"frought": u"fraught",
	u"ensamble": u"ensemble",
	u"devistated": u"devastated",
	u"convinience": u"convenience",
	u"contradictary": u"contradictory",
	u"comprimised": u"compromised",
	u"complation": u"completion",
	u"comperable": u"comparable",
	u"challanging": u"challenging",
	u"causitive": u"causative",
	u"catologue": u"catalogue",
	u"capicity": u"capacity",
	u"cannibis": u"cannabis",
	u"benifited": u"benefited",
	u"arbitor": u"arbiter",
	u"villege": u"village",
	u"veteren": u"veteran",
	u"uncorporated": u"unincorporated",
	u"theoritical": u"theoretical",
	u"susceptability": u"susceptibility",
	u"sorroundings": u"surroundings",
	u"simularity": u"similarity",
	u"severel": u"several",
	u"sentances": u"sentences",
	u"scavanging": u"scavenging",
	u"respectible": u"respectable",
	u"recommanded": u"recommended",
	u"reappearence": u"reappearance",
	u"pulished": u"published",
	u"provacative": u"provocative",
	u"prononciation": u"pronunciation",
	u"parellels": u"parallels",
	u"orginisation": u"organisation",
	u"monestery": u"monastery",
	u"merchendise": u"merchandise",
	u"liturature": u"literature",
	u"legandary": u"legendary",
	u"jabberwacky": u"jabberwocky",
	u"interpretors": u"interpreters",
	u"inhereted": u"inherited",
	u"inelegible": u"ineligible",
	u"individial": u"individual",
	u"incorperates": u"incorporates",
	u"impecable": u"impeccable",
	u"illigal": u"illegal",
	u"holaday": u"holiday",
	u"fundementally": u"fundamentally",
	u"entrence": u"entrance",
	u"enteract": u"interact",
	u"destinction": u"distinction",
	u"descandants": u"descendants",
	u"deductable": u"deductible",
	u"dedicted": u"dedicated",
	u"conventially": u"conventionally",
	u"contraversial": u"controversial",
	u"combustable": u"combustible",
	u"cirricular": u"curricular",
	u"celebreties": u"celebrities",
	u"cannabalistic": u"cannibalistic",
	u"aggrivated": u"aggravated",
	u"adventerous": u"adventurous",
	u"abstinance": u"abstinence",
	u"abbriviated": u"abbreviated",
	u"upheavel": u"upheaval",
	u"unintelligable": u"unintelligible",
	u"underpriveleged": u"underprivileged",
	u"tenament": u"tenement",
	u"supposidly": u"supposedly",
	u"sponsership": u"sponsorship",
	u"spermatazoa": u"spermatozoa",
	u"simultanious": u"simultaneous",
	u"sentinal": u"sentinel",
	u"rigurous": u"rigorous",
	u"revalation": u"revelation",
	u"repititions": u"repetitions",
	u"recepticle": u"receptacle",
	u"quantative": u"quantitive",
	u"prosecuters": u"prosecutors",
	u"proprieters": u"proprietors",
	u"probabalistic": u"probabilistic",
	u"primarely": u"primarily",
	u"phenominon": u"phenomenon",
	u"optomistic": u"optimistic",
	u"neighboors": u"neighbours",
	u"merceneries": u"mercenaries",
	u"mercanaries": u"mercenaries",
	u"manufacterer": u"manufacturer",
	u"manafacturer": u"manufacturer",
	#u"invasibility": u"invisibility", # Opposite of defensibility.
	u"intersteller": u"interstellar",
	u"ineligable": u"ineligible",
	u"indefinetely": u"indefinitely",
	u"inconsistancy": u"inconsistency",
	u"inavailability": u"unavailability",
	u"immedietely": u"immediately",
	u"governership": u"governorship",
	u"genetive": u"genitive",
	u"exceding": u"exceeding",
	u"espicially": u"especially",
	u"errosion": u"erosion",
	u"erradicate": u"eradicate",
	u"empoverished": u"impoverished",
	u"emmigrating": u"emigrating",
	u"emmigrate": u"emigrate",
	u"dependancies": u"dependencies",
	u"councelor": u"councilor",
	u"contreversial": u"controversial",
	u"conceptuel": u"conceptual",
	u"blatently": u"blatantly",
	u"accomadate": u"accommodate",
	u"threatining": u"threatening",
	u"testiment": u"testament",
	u"temporarely": u"temporarily",
	u"satillite": u"satellite",
	u"salutory": u"salutary",
	u"sacrafices": u"sacrifices",
	u"revitilization": u"revitalization",
	u"puissent": u"puissant",
	u"prodominantly": u"predominantly",
	u"prediliction": u"predilection",
	u"phenomonal": u"phenomenal",
	u"parellel": u"parallel",
	u"observence": u"observance",
	u"incumbants": u"incumbents",
	u"incorperate": u"incorporate",
	u"incorparated": u"incorporated",
	u"inaugaration": u"inauguration",
	u"implented": u"implanted",
	u"governence": u"governance",
	u"extremily": u"extremely",
	u"explination": u"explanation",
	u"elleptic": u"elliptic",
	u"dysentary": u"dysentery",
	u"renowed": u"renowned",
	u"sythesizer": u"synthesizer",
	u"succintly": u"succinctly",
	u"subtantially": u"substantially",
	u"subsituting": u"substituting",
	u"subsequenty": u"subsequently",
	u"subsequenly": u"subsequently",
	u"subcomittees": u"subcommittees",
	u"structually": u"structurally",
	u"scientfic": u"scientific",
	u"remebered": u"remembered",
	u"relationsip": u"relationship",
	u"questionaire": u"questionnaire",
	u"questionaires": u"questionnaires",
	u"puportedly": u"purportedly",
	u"provding": u"providing",
	u"progessively": u"progressively",
	u"progession": u"progression",
	u"proficency": u"proficiency",
	u"orientering": u"orienteering",
	u"neighouring": u"neighbouring",
	u"neighourhood": u"neighbourhood",
	u"mediteranean": u"mediterranean",
	u"maufacturer": u"manufacturer",
	u"likness": u"likeness",
	u"invesigation": u"investigation",
	u"intrested": u"interested",
	u"interruped": u"interrupted",
	u"interpreation": u"interpretation",
	u"inovative": u"innovative",
	u"influece": u"influence",
	u"historicaly": u"historically",
	u"genration": u"generation",
	u"extraodinary": u"extraordinary",
	u"embelished": u"embellished",
	u"connoiseur": u"connoisseur",
	u"compatibilty": u"compatibility",
	u"bureacrats": u"bureaucrats",
	u"broacast": u"broadcast",
	u"broacasting": u"broadcasting",
	u"bilion": u"billion",
	u"awkard": u"awkward",
	u"atracting": u"attracting",
	u"atacked": u"attacked",
	u"asigned": u"assigned",
	u"arcitecture": u"architecture",
	u"aprehended": u"apprehended",
	u"alcholism": u"alcoholism",
	u"admitedly": u"admittedly",
	u"acompaniment": u"accompaniment",
	u"acknowlegement": u"acknowledgement",
	u"welington": u"wellington",
	u"unofficialy": u"unofficially",
	u"unconciously": u"unconsciously",
	u"unambigously": u"unambiguously",
	u"transmiting": u"transmitting",
	u"syncronization": u"synchronization",
	u"sweetners": u"sweeteners",
	u"surpising": u"surprising",
	u"surpised": u"surprised",
	u"recuring": u"recurring",
	u"provisonal": u"provisional",
	u"profesionals": u"professionals",
	u"overide": u"override",
	u"opressors": u"oppressors",
	u"minaturized": u"miniaturized",
	u"selectins": u"selections",
	u"selcted": u"selected",
	u"satify": u"satisfy",
	u"reparing": u"repairing",
	u"religons": u"religions",
	u"regaring": u"regarding",
	u"refere": u"referee",
	u"reciver": u"receiver",
	u"propsal": u"proposal",
	u"properities": u"properties",
	u"progamme": u"programme",
	u"pharmacutical": u"pharmaceutical",
	u"perenial": u"perennial",
	u"partcularly": u"particularly",
	u"pairies": u"prairies",
	u"occuped": u"occupied",
	u"mimiced": u"mimicked",
	u"milions": u"millions",
	u"maraton": u"marathon",
	u"manufacured": u"manufactured",
	u"mankinds": u"mankind's",
	u"grafiti": u"graffiti",
	u"gradute": u"graduate",
	u"expasion": u"expansion",
	u"exibited": u"exhibited",
	u"everbody": u"everybody",
	u"difficuly": u"difficulty",
	u"demostrates": u"demonstrates",
	u"contructs": u"constructs",
	u"contient": u"continent",
	u"contempoary": u"contemporary",
	u"consulation": u"consultation",
	u"concience": u"conscience",
	u"comptition": u"competition",
	u"compositon": u"composition",
	u"commissoner": u"commissioner",
	u"commercal": u"commercial",
	u"combusion": u"combustion",
	u"collabration": u"collaboration",
	u"chamionship": u"championship",
	u"challeged": u"challenged",
	u"cermony": u"ceremony",
	u"campagn": u"campaign",
	u"autobigraphical": u"autobiographical",
	u"asthetics": u"aesthetics",
	u"assited": u"assisted",
	u"appearace": u"appearance",
	u"appaling": u"appalling",
	u"annonced": u"announced",
	u"annivesary": u"anniversary",
	u"analyis": u"analysis",
	u"alowing": u"allowing",
	u"undegraduate": u"undergraduate",
	u"supposely": u"supposedly",
	u"stuggling": u"struggling",
	u"strugle": u"struggle",
	u"rememberd": u"remembered",
	u"referals": u"referrals",
	u"publicty": u"publicity",
	u"pratically": u"practically",
	u"possibilties": u"possibilities",
	u"orgnization": u"organization",
	u"nickame": u"nickname",
	u"maufactured": u"manufactured",
	u"manfacturer": u"manufacturer",
	u"manfactured": u"manufactured",
	u"higlights": u"highlights",
	u"headquarterd": u"headquartered",
	u"frequenty": u"frequently",
	u"folows": u"follows",
	u"exremely": u"extremely",
	u"eveything": u"everything",
	u"encylopedic": u"encyclopedic",
	u"eligibilty": u"eligibility",
	u"electification": u"electrification",
	u"differentation": u"differentiation",
	u"destoying": u"destroying",
	u"desendants": u"descendants",
	u"demonstate": u"demonstrate",
	u"contructing": u"constructing",
	u"controverial": u"controversial",
	u"contribued": u"contributed",
	u"contituency": u"constituency",
	u"constuct": u"construct",
	u"construcion": u"construction",
	u"construced": u"constructed",
	u"constiuency": u"constituency",
	u"clasification": u"classification",
	u"characterstic": u"characteristic",
	u"brodcasts": u"broadcasts",
	u"brodcasted": u"broadcast",
	u"attibutes": u"attributes",
	u"architectually": u"architecturally",
	u"anniverary": u"anniversary",
	u"annhilation": u"annihilation",
	u"anihilate": u"annihilate",
	u"addresed": u"addressed",
	u"achitectural": u"architectural",
	u"accrediation": u"accreditation",
	u"accleration": u"acceleration",
	u"abudance": u"abundance",
	u"utilties": u"utilities",
	u"uploded": u"uploaded",
	u"unpronouncable": u"unpronounceable",
	u"unoficial": u"unofficial",
	u"unihabited": u"uninhabited",
	u"unidentifed": u"unidentified",
	u"unconsitutional": u"unconstitutional",
	u"trasformed": u"transformed",
	u"transcipt": u"transcript",
	u"tranportation": u"transportation",
	u"telecommuncations": u"telecommunications",
	u"technologicaly": u"technologically",
	u"tatooing": u"tattooing",
	u"consited": u"consisted",
	u"gague": u"gauge",
	u"measired": u"measured",
	u"arhitecture": u"architecture",
	u"moveement": u"movement",
	#2006-Jun-15
	u"stmied": u"stymied",
	u"cylindars": u"cylinders",
	#2006-Jun-14
	u"reccomendation": u"recommendation",
	u"atendant": u"attendant",
	u"enlish": u"English",
	u"arouund": u"around",
	u"broadrer": u"broader",
	u"Puch": u"Puch", # proper noun
	u"Eather": u"Eather", # surname
	#2006-Jun-13
	u"aristocrazy": u"aristocracy",
	u"partationed": u"partitioned",
	u"interdimentional": u"interdimensional",
	u"Strom": u"Strom", # Surname
	u"Chanel": u"Chanel", # Female name
	u"Chamberlin":	u"Chamberlin", # Surname
	u"Populus": u"Populus", # A genus of plant
	#u"virgen": u"virgin",
	#2006-Jun-12	
	u"closly": u"closely",
	u"apears": u"appears",
	u"universites": u"universities",
	u"standarized": u"standardized",
	u"roomates": u"roommates",
	u"pronunced": u"pronounced",
	u"peforming": u"performing",
	u"philosphical": u"philosophical",
	u"measurments": u"measurements",
	u"locaton": u"location",
	u"inaugrated": u"inaugurated",
	u"fufilling": u"fulfilling",
	u"deliberatly": u"deliberately",
	u"deaweight": u"deadweight",
	u"consitute": u"constitute",
	u"carrigeway": u"carriageway",
	u"acount": u"account",
	u"stategic": u"strategic",
	u"spokeperson": u"spokesperson",
	u"retransited": u"retransmitted",
	u"recomendation": u"recommendation",
	u"oppositon": u"opposition",
	u"openess": u"openness",
	u"municipalty": u"municipality",
	u"monastries": u"monasteries",
	u"manuverable": u"maneuverable",
	u"encompasing": u"encompassing",
	u"elementry": u"elementary",
	u"discusion": u"discussion",
	u"contraints": u"constraints",
	u"constituences": u"constituencies",
	u"compliations": u"compilations",
	u"compeition": u"competition",
	u"canidates": u"candidates",
	u"billionare": u"billionaire",
	u"apropriate": u"appropriate",
	u"affliation": u"affiliation",
	u"acces": u"access",
	u"aclaim": u"acclaim",
	u"unoffical": u"unofficial",
	u"typicaly": u"typically",
	u"temporarly": u"temporarily",
	u"surpise": u"surprise",
	u"submited": u"submitted",
	u"spokeman": u"spokesman",
	u"specificaly": u"specifically",
	u"soutwest": u"southwest",
	u"sacrified": u"sacrificed",
	u"overwitten": u"overwritten",
	u"northermost": u"northernmost",
	u"liklihood": u"likelihood",	 
	u"financers": u"financiers",
	u"extensivly": u"extensively",
	u"ajoining": u"adjoining",
	u"traditonally": u"traditionally",
	u"techical": u"technical",
	u"succesors": u"successors",
	u"straighforward": u"straightforward",
	u"repesented": u"represented",
	u"rebeled": u"rebelled",
	u"precusor": u"precursor",
	u"posibility": u"possibility",
	u"portaits": u"portraits",
	u"patriarchial": u"patriarchal",
	u"orginates": u"originates",
	u"northenmost": u"northernmost",
	u"neigboring": u"neighboring",
	u"minorites": u"minorities",
	u"mathmatical": u"mathematical",
	u"mathematican": u"mathematician",
	u"manouvre": u"manoeuvre",
	u"maintanance": u"maintenance",
	u"infuential": u"influential",
	u"francise": u"franchise",
	u"forshadowing": u"foreshadowing",
	u"eventully": u"eventually",
	u"distibution": u"distribution",
	u"demostration": u"demonstration",
	u"delibrately": u"deliberately",
	u"constitues": u"constitutes",
	u"conjuntion": u"conjunction",
	u"confrence": u"conference",
	u"communcation": u"communication",
	u"challege": u"challenge",
	u"campgound": u"campground",
	u"artcle": u"article",
	u"aggresively": u"aggressively",
	u"affilation": u"affiliation",
	u"affectionatly": u"affectionately",
	u"activties": u"activities",
	u"activly": u"actively",
	u"accesories": u"accessories",
	u"acqusition": u"acquisition",
	u"unforgetable": u"unforgettable",
	u"unbeknowst": u"unbeknownst",
	u"trafficing": u"trafficking",
	u"tenatively": u"tentatively",
	u"telvision": u"television",
	u"suprises": u"surprises",
	u"subsituted": u"substituted",
	u"stonger": u"stronger",
	u"stike": u"strike",
	u"stablized": u"stabilized",
	u"steadly": u"steadily",
	u"simultanously": u"simultaneously",
	u"replacment": u"replacement",
	u"professionaly": u"professionally",
	u"pretaining": u"pertaining",
	u"percusion": u"percussion",
	u"neverthless": u"nevertheless",
	u"majorty": u"majority",
	u"juction": u"junction",
	u"intepreted": u"interpreted",
	u"instument": u"instrument",
	u"inaccesible": u"inaccessible",
	u"hankerchief": u"handkerchief",
	u"frequences": u"frequencies",
	u"fortess": u"fortress",
	u"folowed": u"followed",
	u"expediton": u"expedition",
	u"enthusiam": u"enthusiasm",
	u"enroled": u"enrolled",
	u"elction": u"election",
	u"earlist": u"earliest",
	u"distiguished": u"distinguished",
	u"disolution": u"dissolution",
	u"consitutes": u"constitutes",
	u"candiates": u"candidates",
	u"biograpy": u"biography",
	u"beserker": u"berserker",
	u"beliving": u"believing",
	u"assesed": u"assessed",
	u"attact": u"attract",
	u"apprently": u"apparently",
	u"achive": u"achieve",
	u"weakend": u"weakened",
	u"unincoporated": u"unincorporated",
	u"tyranical": u"tyrannical",
	u"telecomunications": u"telecommunications",
	u"susequently": u"subsequently",
	u"subseqently": u"subsequently",
	u"subconciously": u"subconsciously",
	u"repuation": u"reputation",
	u"represenation": u"representation",
	u"reliabilty": u"reliability",
	u"releaed": u"released",
	u"quanities": u"quantities",
	u"philosphers": u"philosophers",
	u"ninteen": u"nineteen",
	u"neigborhoods": u"neighborhoods",
	u"municpality": u"municipality",
	u"matress": u"mattress",
	u"materias": u"materials",
	u"indivdual": u"individual",
	u"incresed": u"increased",
	u"inclues": u"includes",
	u"inabilty": u"inability",
	u"funcional": u"functional",
	u"experince": u"experience",
	u"elctions": u"elections",
	u"distincive": u"distinctive",
	u"diminshed": u"diminished",
	u"demostrated": u"demonstrated",
	u"defintions": u"definitions",
	u"contoversial": u"controversial",
	u"consiousness": u"consciousness",
	u"comemorate": u"commemorate",
	u"cohesin": u"cohesion",
	u"barbituates": u"barbiturates",
	u"antena": u"antenna",
	u"amphibius": u"amphibious",
	u"adolesence": u"adolescence",
	u"varation": u"variation",
	u"turqoise": u"turquoise",
	u"throughfares": u"thoroughfares",
	u"temporaily": u"temporarily",
	u"surrouding": u"surrounding",
	u"substitued": u"substituted",
	u"resarch": u"research",
	u"recoiless": u"recoilless",
	u"recipent": u"recipient",
	u"promient": u"prominent",
	u"probabilty": u"probability",
	u"opportunties": u"opportunities",
	u"offshot": u"offshoot",
	u"legitmate": u"legitimate",
	u"jounalist": u"journalist",
	u"indiviual": u"individual",
	u"incorprated": u"incorporated",
	u"fufilled": u"fulfilled",
	u"freqently": u"frequently",
	u"formaly": u"formally",
	u"fatalites": u"fatalities",
	u"exluding": u"excluding",
	u"exchage": u"exchange",
	u"epecially": u"especially",
	u"dowloaded": u"downloaded",
	u"detroyed": u"destroyed",
	u"depite": u"despite",
	u"commecial": u"commercial",
	u"comentary": u"commentary",
	u"charateristics": u"characteristics",
	u"santuary": u"sanctuary",
	u"inaguration": u"inauguration",
	u"identifing": u"identifying",
	u"programms": u"programmes",
	u"particpants": u"participants",
	u"excuted": u"executed",
	u"electical": u"electrical",
	u"distibuted": u"distributed",
	u"desciption": u"description",
	u"acredited": u"accredited",
	u"acompanied": u"accompanied",
	u"wherabouts": u"whereabouts",
	u"undeground": u"underground",
	u"tranformation": u"transformation",
	u"threatend": u"threatened",
	u"statments": u"statements",
	u"stablize": u"stabilize",
	u"specialy": u"specially",
	u"restablished": u"reestablished",
	u"reliablity": u"reliability",
	u"perfoms": u"performs",
	u"oppresive": u"oppressive",
	u"metioned": u"mentioned",
	u"measurment": u"measurement",
	u"maintenace": u"maintenance",
	u"intrumental": u"instrumental",
	u"incluing": u"including",
	u"fradulent": u"fraudulent",
	u"eqivalent": u"equivalent",
	u"encouragment": u"encouragement",
	u"devloped": u"developed",
	u"demostrate": u"demonstrate",
	u"crystalised": u"crystallised",
	u"coporate": u"corporate",
	u"chamberlin": u"chamberlain",
	u"asymetrical": u"asymmetrical",
	u"tradtion": u"tradition",
	u"supervison": u"supervision",
	u"sheduled": u"scheduled",
	u"recomendations": u"recommendations",
	u"remants": u"remnants",
	u"protuding": u"protruding",
	u"potrayal": u"portrayal",
	u"permisson": u"permission",
	u"languge": u"language",
	u"instituions": u"institutions",
	u"injuction": u"injunction",
	u"exlusively": u"exclusively",
	u"exlusive": u"exclusive",
	u"exausted": u"exhausted",
	u"endorsment": u"endorsement",
	u"disipline": u"discipline",
	u"dilaton": u"dilation",
	u"decending": u"descending",
	u"curiculum": u"curriculum",
	u"croped": u"cropped",
	u"countown": u"countdown",
	u"constitued": u"constituted",
	u"conditons": u"conditions",
	u"coaltion": u"coalition",
	u"chieftans": u"chieftains",
	u"brodcasting": u"broadcasting",
	u"aknowledged": u"acknowledged",
	u"affliate": u"affiliate",
	u"vicinty": u"vicinity",
	u"uninterupted": u"uninterrupted",
	u"termius": u"terminus",
	u"tabaco": u"tobacco",
	u"survivng": u"surviving",
	u"stuctures": u"structures",
	u"signicant": u"significant",
	u"reponsibility": u"responsibility",
	u"reoccuring": u"recurring",
	u"registred": u"registered",
	u"puposes": u"purposes",
	u"puchased": u"purchased",
	u"programes": u"programmes",
	u"parlamentary": u"parliamentary",
	u"overun": u"overrun",
	u"minatures": u"miniatures",
	u"marrige": u"marriage",
	u"lauching": u"launching",
	u"lanuage": u"language",
	u"impared": u"impaired",
	u"inteview": u"interview",
	u"fooball": u"football",
	u"efective": u"effective",
	u"celebrites": u"celebrities",
	u"capabilty": u"capability",
	u"sterotypical": u"stereotypical",
	u"similarites": u"similarities",
	u"signifcant": u"significant",
	u"reseach": u"research",
	u"missles": u"missiles",
	u"indepedent": u"independent",
	u"illegaly": u"illegally",
	u"deparment": u"department",
	u"tumultous": u"tumultuous",
	u"techology": u"technology",
	u"relected": u"re-elected",
	u"rechargable": u"rechargeable",
	u"consits": u"consists",
	u"auxilary": u"auxiliary",
	u"assasin": u"assassin",
	u"acquistion": u"acquisition",
	u"thorugh": u"through",
	u"respectivly": u"respectively",
	u"oficially": u"officially",
	u"intoduced": u"introduced",
	u"exclusivly": u"exclusively",
	u"distinguised": u"distinguished",
	u"communties": u"communities",
	u"anomalus": u"anomalous",
	u"affliated": u"affiliated",
	u"therfore": u"therefore",
	u"philospher": u"philosopher",
	u"permited": u"permitted",
	u"mimicing": u"mimicking",
	u"industy": u"industry",
	u"destoyed": u"destroyed",
	u"decison": u"decision",
	u"charcters": u"characters",
	u"qualifed": u"qualified",
	u"peformed": u"performed",
	u"nowdays": u"nowadays",
	u"provice": u"province",
	u"initative": u"initiative",
	u"intered": u"interred",
	u"improvments": u"improvements",
	u"coloquially": u"colloquially",
	u"abreviated": u"abbreviated",
	u"tradtional": u"traditional",
	u"streching": u"stretching",
	u"remniscent": u"reminiscent",
	u"permision": u"permission",
	u"oppostion": u"opposition",
	u"follwed": u"followed",
	u"eventally": u"eventually",
	u"distiction": u"distinction",
	u"beginings": u"beginnings",
	u"aclaimed": u"acclaimed",
	u"abbrevation": u"abbreviation",
	u"ultimatly": u"ultimately",
	u"predominatly": u"predominantly",
	u"platial": u"palatial",
	u"crystalized": u"crystallized",
	u"churchs": u"churches",
	u"announcment": u"announcement",
	u"aicraft": u"aircraft",
	u"unconsious": u"unconscious",
	u"theraputic": u"therapeutic",
	u"rythms": u"rhythms",
	u"progams": u"programs",
	u"poltician": u"politician",
	u"pagent": u"pageant",
	u"constucted": u"constructed",
	u"simlar": u"similar",
	u"paticularly": u"particularly",
	u"literaly": u"literally",
	u"intruments": u"instruments",
	u"troughout": u"throughout",
	u"sountrack": u"soundtrack",
	u"patroling": u"patrolling",
	u"overal": u"overall",
	u"grandaughter": u"granddaughter",
	u"editoral": u"editorial",
	u"contigent": u"contingent",
	u"chieftan": u"chieftain",
	u"chidren": u"children",
	u"unusal": u"unusual",
	u"spliting": u"splitting",
	u"millionare": u"millionaire",
	u"manuvering": u"maneuvering",
	u"insigna": u"insignia",
	u"elswhere": u"elsewhere",
	u"documentry": u"documentary",
	u"ealier": u"earlier",
	u"worlwide": u"worldwide",
	u"treament": u"treatment",
	u"structual": u"structural",
	u"notorius": u"notorious",
	u"initated": u"initiated",
	u"indepedence": u"independence",
	u"eminating": u"emanating",
	u"distictive": u"distinctive",
	u"decends": u"descends",
	u"curent": u"current",
	u"collison": u"collision",
	u"aircaft": u"aircraft",
	u"acompany": u"accompany",
	u"rtires": u"retires",
	u"intepretation": u"interpretation",
	u"immensly": u"immensely",
	u"everthing": u"everything",
	u"descedants": u"descendants",
	u"decomissioning": u"decommissioning",
	u"predecesor": u"predecessor",
	u"posessions": u"possessions",
	u"portayed": u"portrayed",
	u"piscivorus": u"piscivorous",
	u"particpate": u"participate",
	u"neigbourhood": u"neighbourhood",
	u"infringment": u"infringement",
	u"densly": u"densely",
	u"contined": u"continued",
	u"brodcast": u"broadcast",
	u"attemped": u"attempted",
	u"archaelogists": u"archaeologists",
	u"archaelogist": u"archaeologist",
	u"appoximately": u"approximately",
	u"affilated": u"affiliated",
	u"witheld": u"withheld",
	u"unsual": u"unusual",
	u"retured": u"returned",
	u"retirment": u"retirement",
	u"poweful": u"powerful",
	u"otherwordly": u"otherworldly",
	u"orderd": u"ordered",
	u"ninties": u"nineties",
	u"moutain": u"mountain",
	u"instuments": u"instruments",
	u"imporant": u"important",
	u"ecclesiatical": u"ecclesiastical",
	u"camoflage": u"camouflage",
	u"traning": u"training",
	u"supressor": u"suppressor",
	u"staion": u"station",
	u"reminscent": u"reminiscent",
	u"philantropist": u"philanthropist",
	u"perenially": u"perennially",
	u"mutiple": u"multiple",
	u"incude": u"include",
	u"explict": u"explicit",
	u"exhange": u"exchange",
	u"encylopedia": u"encyclopedia",
	u"competitve": u"competitive",
	u"competitons": u"competitions",
	u"competions": u"competitions",
	u"competely": u"completely",
	u"charaters": u"characters",
	u"assigment": u"assignment",
	u"quaterback": u"quarterback",
	u"millenial": u"millennial",
	u"intiated": u"initiated",
	u"interm": u"interim",
	u"improvment": u"improvement",
	u"extemely": u"extremely",
	u"entertaiment": u"entertainment",
	u"appered": u"appeared",
	u"administation": u"administration",
	u"acquistions": u"acquisitions",
	u"varous": u"various",
	u"unicorporated": u"unincorporated",
	u"provincal": u"provincial",
	u"patroled": u"patrolled",
	u"mangement": u"management",
	u"intiative": u"initiative",
	u"insted": u"instead",
	u"infared": u"infrared",
	u"goverments": u"governments",
	u"enthusiatic": u"enthusiastic",
	u"diaphram": u"diaphragm",
	u"apeared": u"appeared",
	u"administative": u"administrative",
	u"accompaning": u"accompanying",
	u"accesible": u"accessible",
	u"wherin": u"wherein",
	u"transmited": u"transmitted",
	u"totaly": u"totally",
	u"televsion": u"television",
	u"retrive": u"retrieve",
	u"requirments": u"requirements",
	u"refernce": u"reference",
	u"qualifing": u"qualifying",
	u"programe": u"programme",
	u"potrait": u"portrait",
	u"perfomers": u"performers",
	u"particpated": u"participated",
	u"occasionaly": u"occasionally",
	u"newpapers": u"newspapers",
	u"negotations": u"negotiations",
	u"manuverability": u"maneuverability",
	u"influnced": u"influenced",
	u"ditations": u"dictations",
	u"descedant": u"descendant",
	u"coverted": u"converted",
	u"contol": u"control",
	u"consistenly": u"consistently",
	u"conected": u"connected",
	u"buldings": u"buildings",
	u"awarness": u"awareness",
	u"widespead": u"widespread",
	u"tranmission": u"transmission",
	u"troubadors": u"troubadours",
	u"treshold": u"threshold",
	u"subsquently": u"subsequently",
	u"sterotypes": u"stereotypes",
	u"progess": u"progress",
	u"prevously": u"previously",
	u"presure": u"pressure",
	u"moutains": u"mountains",
	u"manuver": u"maneuver",
	u"manged": u"managed",
	u"jurisdition": u"jurisdiction",
	u"inflaton": u"inflation",
	u"houshold": u"household",
	u"estabished": u"established",
	u"devlopment": u"development",
	u"celular": u"cellular",
	u"avilable": u"available",
	u"availabilty": u"availability",
	u"ampitheatre": u"amphitheatre",
	u"tranferred": u"transferred",
	u"tatooed": u"tattooed",
	u"silier": u"sillier",
	u"servies": u"services",
	u"rebelion": u"rebellion",
	u"positon": u"position",
	u"nineteeth": u"nineteenth",
	u"meaing": u"meaning",
	u"involed": u"involved",
	u"everday": u"everyday",
	u"differnt": u"different",
	u"diciplines": u"disciplines",
	u"contibuted": u"contributed",
	u"conqured": u"conquered",
	u"fufill": u"fulfill",
	u"fomerly": u"formerly",
	u"subconcious": u"subconscious",
	u"childen": u"children",
	u"rythmic": u"rhythmic",
	u"facilty": u"facility",
	u"admited": u"admitted",
	u"surronding": u"surrounding",
	u"resposible": u"responsible",
	u"establised": u"established",
	"beween": u"between",
	u"availabe": u"available",
	u"monastry": u"monastery",
	u"missle": u"missile",
	u"finacial": u"financial",
	u"teritory": u"territory",
	u"relesed": u"released",
	u"inaugral": u"inaugural",
	u"finshed": u"finished",
	u"inluding": u"including",
	u"spritual": u"spiritual",
	u"possesions": u"possessions",
	u"classifed": u"classified",
	u"teamates": u"teammates",
	u"possiblities": u"possibilities",
	u"inagurated": u"inaugurated",
	u"explictly": u"explicitly",
	u"adminstered": u"administered",
	u"pronouced": u"pronounced",
	u"picnicing": u"picnicking",
	u"parlimentary": u"parliamentary",
	u"motorcyle": u"motorcycle",
	u"infastructure": u"infrastructure",
	u"filmaker": u"filmmaker",
	u"discoverd": u"discovered",
	u"athough": u"although",
	u"adressed": u"addressed",
	u"acknowleged": u"acknowledged",
	u"unusally": u"unusually",
	u"undergound": u"underground",
	u"strategis": u"strategies",
	u"recored": u"recorded",
	u"orgins": u"origins",
	u"continuosly": u"continuously",
	u"boundries": u"boundaries",
	u"arrangments": u"arrangements",
	u"initally": u"initially",
	u"compliation": u"compilation",
	u"avaiable": u"available",
	u"reconnaisance": u"reconnaissance",
	u"newpaper": u"newspaper",
	u"milion": u"million",
	u"particuarly": u"particularly",
	u"redistibuted": u"redistributed",
	u"parlament": u"parliament",
	u"eventualy": u"eventually",
	u"begain": u"began",
	u"curently": u"currently",
	u"facilties": u"facilities",
	u"millon": u"million",
	u"additonal": u"additional",
	u"perfoming": u"performing",
	u"competiton": u"competition",
	u"aniversary": u"anniversary",
	u"unsuccesfully": u"unsuccessfully",
	u"folowing": u"following",
	u"recived": u"received",
	u"contructed": u"constructed",
	u"competion": u"competition",
	u"artfacts": u"artifacts",
	u"distict": u"district",
	u"abilty": u"ability",
	u"musican": u"musician",
	u"slighly": u"slightly",
	u"supression": u"suppression",
	u"preperation": u"preparation",
	u"decommisioned": u"decommissioned",
	u"anually": u"annually",
	u"completly": u"completely",
	u"opportunites": u"opportunities",
	u"inagural": u"inaugural",
	u"aformentioned": u"aforementioned",
	u"verson": u"version",
	u"ilustrate": u"illustrate",
	u"responsibilites": u"responsibilities",
	u"incoporated": u"incorporated",
	u"decended": u"descended",
	u"populus": u"populace",
	u"architectual": u"architectural",
	u"influental": u"influential",
	u"transporation": u"transportation",
	u"philosphy": u"philosophy",
	u"availble": u"available",
	u"therafter": u"thereafter",
	u"possesed": u"possessed",
	u"parishoners": u"parishioners",
	u"potrayed": u"portrayed",
	u"identifed": u"identified",
	u"somtimes": u"sometimes",
	u"govenment": u"government",
	u"streches": u"stretches",
	u"additon": u"addition",
	u"portait": u"portrait",
	u"depature": u"departure",
	u"appeard": u"appeared",
	u"oustanding": u"outstanding",
	u"municipalites": u"municipalities",
	u"huricane": u"hurricane",
	u"charcter": u"character",
	u"substitue": u"substitute",
	u"subsitute": u"substitute",
	u"resturants": u"restaurants",
	u"proces": u"process",
	u"charater": u"character",
	u"musicans": u"musicians",
	u"editon": u"edition",
	u"backness": u"blackness",
	u"assitance": u"assistance",
	u"modifed": u"modified",
	u"annualy": u"annually",
	u"throughfare": u"thoroughfare",
	u"meterologist": u"meteorologist",
	u"internt": u"internet",
	u"inhabitans": u"inhabitants",
	u"successfuly": u"successfully",
	u"streched": u"stretched",
	u"inspiraton": u"inspiration",
	u"encompases": u"encompasses",
	u"awared": u"awarded",
	u"attemps": u"attempts",
	u"subsidaries": u"subsidiaries",
	u"reminicent": u"reminiscent",
	u"proceded": u"proceeded",
	u"neigborhood": u"neighborhood",
	u"crystaline": u"crystalline",
	u"bulding": u"building",
	u"annoucements": u"announcements",
	u"annoucement": u"announcement",
	u"newsrel": u"newsreel",
	u"regulary": u"regularly",
	u"tightend": u"tightened",
	u"facilites": u"facilities",
	u"decomissioned": u"decommissioned",
	u"conjuction": u"conjunction",
	u"perfomed": u"performed",
	u"contruction": u"construction",
	u"unsuccesful": u"unsuccessful",
	u"archaelogical": u"archaeological",
	u"noticably": u"noticeably",
	u"througout": u"throughout",
	u"relucant": u"reluctant",
	u"interdependant": u"interdependent",
	u"inadvertant": u"inadvertent",
	u"impotant": u"important",
	u"fraudulant": u"fraudulent",
	u"antecedant": u"antecedent",
	u"adjacant": u"adjacent",
	u"adherant": u"adherent",
	u"governmant": u"government",
	u"recumbant": u"recumbent",
	u"leniant": u"lenient",
	u"decadant": u"decadent",
	u"coherant": u"coherent",
	u"benevolant": u"benevolent",
	u"ambiant": u"ambient",
	u"servent": u"servant",
	u"defendent": u"defendant",
	u"intendent": u"intendant",
	u"dorment": u"dormant",
	u"predominent": u"predominant",
	u"blatent": u"blatant",
	u"tolerent": u"tolerant",
	u"complient": u"compliant",
	u"absorbant": u"absorbent",
	u"belligerant": u"belligerent",
	u"pertinant": u"pertinent",
	u"transparant": u"transparent",
	u"insistant": u"insistent",
	u"prevalant": u"prevalent",
	u"reminiscant": u"reminiscent",
	u"inexistant": u"nonexistent",
	u"equivalant": u"equivalent",
	u"despondant": u"despondent",
	u"incumbant": u"incumbent",
	#u"dependant": u"dependent", # Dangerous! See http://www.tiscali.co.uk/reference/dictionaries/english/data/d0081889.html
	u"deterrant": u"deterrent",
	u"contant": u"content",
	u"respondants": u"respondents",
	u"respondant": u"respondent",
	u"relucantly": u"reluctantly",
	u"contantly": u"constantly",
	u"permanantly": u"permanently",
	u"antecedants": u"antecedents",
	u"sufficiant": u"sufficient",
	u"experimantal": u"experimental",	
	u"opponant": u"opponent",
	u"opponants": u"opponents",
	u"inherant": u"inherent",
	u"remanants": u"remnants",
	u"remanant": u"remnant",
	u"turbulant": u"turbulent",
	u"solvants": u"solvents",
	u"serpant": u"serpent",
	u"ingrediants": u"ingredients",
	u"nonexistant": u"nonexistent",
	u"magnificant": u"magnificent",
	u"consistantly": u"consistently",
	u"solvant": u"solvent",
	u"intermittantly": u"intermittently",
	u"irreverant": u"irreverent",
	u"intermittant": u"intermittent",
	u"differant": u"different",
	u"varients": u"variants",
	u"importent": u"important",
	u"irrelevent": u"irrelevant",
	u"peasents": u"peasants",
	u"peasent": u"peasant",
	u"predominently": u"predominantly", 
	u"redundent": u"redundant",
	u"significent": u"significant",
	u"unpleasent": u"unpleasant",
	u"adament": u"adamant",
	u"approximently": u"approximately",
	u"assistent": u"assistant",
	u"contestents": u"contestants",
	u"contestent": u"contestant",
	u"hight": u"height",
	u"knowlage": u"knowledge",
	u"hundreads": u"hundreds",
	u"hundread": u"hundred",
	u"practicle": u"practical",
	u"impracticle": u"impractical",
	u"negtive": u"negative",
	u"negitive": u"negative",
	u"postive": u"positive",
	u"comunity": u"community",
	u"comunities": u"communities",
	u"decission": u"decision",
	u"aliiance": u"alliance",
	u"aliiances": u"alliances",
	u"permament": u"permanent",
	u"permamently": u"permanently",
	u"haressment": u"",
	u"januari": u"January",
	u"januaro": u"January",
	u"januario": u"January",
	u"postition": u"position",
	u"postions": u"positions",
	u"compostion": u"composition",
	u"compostions": u"compositions",
	u"comunist": u"communist",
	u"comunicate": u"communicate",
	u"comunicates": u"communicates",
	u"comunicated": u"communicated",
	u"hightened": u"heightened",
	u"hightest": u"highest",
	u"hightlight": u"highlight",
	u"nowledge": u"knowledge",
	u"aticle": u"article",
	u"quadrent": u"quadrant",
	u"ventute": u"venture",
	#2006-Jun-11
	u"likley": u"likely",
	u"taiwan": u"Taiwan",
	u"taiwanese": u"Taiwanese",
	u"conferneces": u"conferences",
	u"confernece": u"conference",
	u"objectiv": u"objective",
	u"importan": u"important",
	u"seond": u"second",
	u"latelly": u"lately",
	u"attactions": u"attractions",
	u"attaction": u"attraction",
	u"fucntion": u"function",
	u"rightious": u"righteous",
	u"circumstrance": u"circumstance",
	u"adjecent": u"adjacent",
	u"connoctation": u"connotation",
	u"accedamic": u"academic",
	u"acedamic": u"academic",
	u"mountanous": u"mountainous",
	u"termate": u"terminate",
	u"equisite": u"exquisite",
	u"memeory": u"memory",
	u"deniged": u"denied",
	u"alrge": u"large",
	u"inclduing": u"including",
	u"localating": u"locating",
	u"desaster": u"disaster",
	u"cronicles": u"chronicles",
	u"cronicle": u"chronicle",
	u"famliy": u"family",
	u"ghoast": u"ghost",
	u"chanel": u"channel",
	u"baloons": u"balloons",
	u"attibuted": u"attributed",
	u"arragement": u"arrangement",
	u"antology": u"anthology",
	u"amplifer": u"amplifier",
	u"amunition": u"ammunition",
	u"ambigous": u"ambiguous",
	u"affliates": u"affiliates",
	u"advantagous": u"advantageous",
	u"acquisiton": u"acquisition",
	u"accessibilty": u"accessibility",
	u"transmision": u"transmission",
	u"uknown": u"unknown",
	u"techically": u"technically",
	u"stuggle": u"struggle",
	u"suport": u"support",
	u"stategy": u"strategy",
	u"spriting": u"spiriting",
	u"soundrack": u"soundtrack",
	u"souless": u"soulless",
	u"seconday": u"secondary",
	u"resouces": u"resources",
	u"reseachers": u"researchers",
	u"quanity": u"quantity",
	u"psycological": u"psychological",
	u"prodution": u"production",
	u"pretigious": u"prestigious",
	u"politicaly": u"politically",
	u"portayal": u"portrayal",
	u"peform": u"perform",
	u"patriach": u"patriarch",
	u"outspokeness": u"outspokenness",
	u"municipalties": u"municipalities",
	u"mayonaise": u"mayonnaise",
	u"lingustics": u"linguistics",
	u"intresting": u"interesting",
	u"intials": u"initials",
	u"informaton": u"information",
	u"incoporate": u"incorporate",
	u"imortant": u"important",
	u"hostilites": u"hostilities",
	u"explaning": u"explaining",
	u"excitment": u"excitement",
	u"establisment": u"establishment",
	u"equiment": u"equipment",
	u"eqipped": u"equipped",
	u"entites": u"entities",
	u"electicity": u"electricity",
	u"eduation": u"education",
	u"disuade": u"dissuade",
	u"decription": u"description",
	#u"cryptogams": u"cryptograms", # (spore producing plants)
	u"consituted": u"constituted",
	u"condemed": u"condemned",
	u"commentry": u"commentary",
	u"centenial": u"centennial",
	u"catchprase": u"catchphrase",
	u"candiate": u"candidate",
	u"camoflaged": u"camouflaged",
	u"auxilaries": u"auxiliaries",
	u"archaelogy": u"archaeology",
	u"aproximate": u"approximate",
	u"aproved": u"approved",
	u"approriate": u"appropriate",
	u"annouces": u"announces",
	u"worthwile": u"worthwhile",
	u"abilites": u"abilities",
	u"tution": u"tuition",
	u"themselve": u"themselves",
	u"tecniques": u"techniques",
	u"suspicous": u"suspicious",
	u"surronded": u"surrounded",
	u"subdivison": u"subdivision",
	u"somone": u"someone",
	u"skelton": u"skeleton",
	u"seventeeth": u"seventeenth",
	u"scuptures": u"sculptures",
	u"sancturies": u"sanctuaries",
	u"resturant": u"restaurant",
	u"researchs": u"researches",
	u"requirment": u"requirement",
	u"provicial": u"provincial",
	u"professinal": u"professional",
	u"preseved": u"preserved",
	u"precints": u"precincts",
	u"potraying": u"portraying",
	u"populary": u"popularly",
	u"permiting": u"permitting",
	u"pecularities": u"peculiarities",
	u"particulaly": u"particularly",
	u"overlaping": u"overlapping",
	u"oponents": u"opponents",
	u"muliple": u"multiple",
	u"motorcyles": u"motorcycles",
	u"matchs": u"matches",
	u"magzine": u"magazine",
	u"intrument": u"instrument",
	u"internationaly": u"internationally",
	u"inovations": u"innovations",
	u"initatives": u"initiatives",
	u"inefficent": u"inefficient",
	u"idenity": u"identity",
	u"homogenity": u"homogeneity",
	u"gubenatorial": u"gubernatorial",
	u"hiting": u"hitting",
	u"filmaking": u"filmmaking",
	u"festivites": u"festivities",
	u"evalution": u"evaluation",
	u"ecletic": u"eclectic",
	u"divsions": u"divisions",
	u"displacment": u"displacement",
	u"controler": u"controller",
	u"contaning": u"containing",
	u"consituent": u"constituent",
	u"considred": u"considered",
	u"comprable": u"comparable",
	u"columist": u"columnist",
	u"brillant": u"brilliant",
	u"aquittal": u"acquittal",
	u"aparently": u"apparently",
	u"anniversay": u"anniversary",
	u"admistration": u"administration",
	u"acurate": u"accurate",
	u"absolutly": u"absolutely",
	u"vilages": u"villages",
	u"unsually": u"unusually",
	u"tranverse": u"transverse",
	u"tranport": u"transport",
	u"titanum": u"titanium",
	u"technolgies": u"technologies",
	u"systm": u"system",
	u"symtoms": u"symptoms",
	u"sumons": u"summons",
	u"stuggles": u"struggles",
	u"specfically": u"specifically",
	u"specifc": u"specific",
	u"snorkling": u"snorkeling",
	u"sevice": u"service",
	u"representaion": u"representation",
	u"replacable": u"replaceable",
	u"reconized": u"recognized",
	u"properity": u"prosperity",
	u"promted": u"prompted",
	u"personaly": u"personally",
	u"particpation": u"participation",
	u"partership": u"partnership",
	u"parliamentry": u"parliamentary",
	u"parametrizations": u"parameterizations",
	u"outakes": u"outtakes",
	u"organiztion": u"organization",
	u"normaly": u"normally",
	u"manufactuers": u"manufacturers",
	u"intoduction": u"introduction",
	u"intelligensia": u"intelligentsia",
	u"instalations": u"installations",
	u"influnce": u"influence",
	u"indvidual": u"individual",
	u"indivduals": u"individuals",
	u"governent": u"government",
	u"forseeing": u"foreseeing",
	u"forcast": u"forecast",
	u"fictonal": u"fictional",
	u"evironment": u"environment",
	u"erronously": u"erroneously",
	u"encounterd": u"encountered",
	u"embeded": u"embedded",
	u"droping": u"dropping",
	u"databse": u"database",
	u"critera": u"criteria",
	u"coverd": u"covered",
	u"contemporay": u"contemporary",
	u"constitue": u"constitute",
	u"clasified": u"classified",
	u"cermonial": u"ceremonial",
	u"broadcating": u"broadcasting",
	u"appropiately": u"appropriately",
	u"appoined": u"appointed",
	u"aplicable": u"applicable",
	u"anihilated": u"annihilated",
	u"amusment": u"amusement",
	u"allegedy": u"allegedly",
	u"ajacent": u"adjacent",
	u"afluent": u"affluent",
	u"adminster": u"administer",
	u"ackowledged": u"acknowledged",
	u"visitng": u"visiting",
	u"varations": u"variations",
	u"trecherous": u"treacherous",
	u"themseves": u"themselves",
	u"themelves": u"themselves",
	u"territoral": u"territorial",
	u"tenative": u"tentative",
	u"technolgy": u"technology",
	u"surpisingly": u"surprisingly",
	u"sugested": u"suggested",
	u"stuggled": u"struggled",
	u"sigificant": u"significant",
	u"shoping": u"shopping",
	u"seveal": u"several",
	u"senstive": u"sensitive",
	u"scupture": u"sculpture",
	u"restablish": u"reestablish",
	u"responible": u"responsible",
	u"resonably": u"reasonably",
	u"resevoirs": u"reservoirs",
	u"requring": u"requiring",
	u"recuited": u"recruited",
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	u"proprietry": u"proprietary",
	u"octobre": u"October",
	u"septembre": u"September",
	u"decembre": u"December",
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	u"entreprenuer": u"entrepreneur",
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	u"perpective": u"perspective",
	u"particpating": u"participating",
	u"overwhemingly": u"overwhelmingly",
	u"outmanouvered": u"outmanoeuvered",
	#u"outmanoeuvring": u"outmanoeuvering",
	u"organistion": u"organisation",
	u"newletter": u"newsletter",
	u"narative": u"narrative",
	u"mismanagment": u"mismanagement",
	u"mechandise": u"merchandise",
	u"lanuages": u"languages",
	u"interupting": u"interrupting",
	u"internationl": u"international",
	u"instalation": u"installation",
	u"industralist": u"industrialist",
	u"inablity": u"inability",
	u"hiearchy": u"hierarchy",
	u"handicaped": u"handicapped",
	u"fortelling": u"foretelling",
	u"forground": u"foreground",
	u"exeptions": u"exceptions",
	u"exchangable": u"exchangeable",
	u"enforcment": u"enforcement",
	u"disapointed": u"disappointed",
	u"diferences": u"differences",
	u"controlable": u"controllable",
	u"contemprary": u"contemporary",
	u"consquences": u"consequences",
	u"campaining": u"campaigning",
	u"atractions": u"attractions",
	u"antropomorphic": u"anthropomorphic",
	u"annhilated": u"annihilated",
	u"affilates": u"affiliates",
	u"acknowleding": u"acknowledging",
	u"achivement": u"achievement",
	u"unnoticable": u"unnoticeable",
	u"syncronised": u"synchronised",
	u"succeses": u"successes",
	u"substanial": u"substantial",
	u"sophisicated": u"sophisticated",
	u"rythmical": u"rhythmical",
	u"recommisioned": u"recommissioned",
	u"recommeded": u"recommended",
	u"recinded": u"rescinded",
	u"profesionally": u"professionally",
	u"posibilities": u"possibilities",
	u"occasinally": u"occasionally",
	u"lieutnant": u"lieutenant",
	u"invulnerablity": u"invulnerability",
	u"invisibilty": u"invisibility",
	u"invisble": u"invisible",
	u"introdution": u"introduction",
	u"interuptions": u"interruptions",
	u"intermitent": u"intermittent",
	u"intergalatic": u"intergalactic",
	u"interacial": u"interracial",
	u"infrigement": u"infringement",
	u"inapropriate": u"inappropriate",
	u"inacurate": u"inaccurate",
	u"fulfiling": u"fulfilling",
	u"cordinates": u"coordinates",
	u"consciouness": u"consciousness",
	u"composinh": u"composing",
	u"contributet": u"contributed",
	u"athens": u"Athens",
	u"munich": u"Munich",
	u"thessalonika": u"Thessalonika",
	u"othe": u"other",
	#2006-Jun-10
	u"battleing": u"battling",
	u"tody": u"today",
	u"chimeny": u"chimney",
	u"inlcude": u"include",
	u"priamrily": u"primarily",
	u"beutiful": u"beautiful",
	u"luminocity": u"luminosity",
	u"mechant": u"merchant",
	u"orginazition": u"organization",
	u"weard": u"weird",
	u"prieme": u"prime",
	u"differanciate": u"differentiate",
	u"thr": u"the",
	u"increaslingly": u"increasingly",
	u"ressidents": u"residents",
	u"livily": u"lively",
	u"preffered": u"preferred",
	u"usuaaly": u"usually",
	u"staduim": u"stadium",
	u"hoever": u"however",
	#2006-Jun-09
	u"charlton": u"Charlton",
	u"leicester": u"Leicester",
	u"manaaged": u"managed",
	u"shreaded": u"shredded",
	u"orgenized": u"organized",
	u"rulling": u"ruling",
	u"palestinian": u"Palestinian",
	u"palestinians": u"Palestinians",
	u"gaza": u"Gaza",
	u"poltical": u"political",
	u"chicago": u"Chicago",
	u"objuectives": u"objectives",
	u"actavist": u"activist",
	u"picknic": u"picnic",
	u"regionnaly": u"regionally",
	u"regionnally": u"regionally",
	u"heiroglyphic": u"hieroglyphic",
	u"heiroglyphs": u"hieroglyphs",
	u"satelitte": u"satellite",
	u"caracterized": u"characterized",
	u"caracterised": u"characterised",
	u"accquire": u"acquire",
	u"accquired": u"acquired",
	u"accquires": u"acquires",
	u"accquiring": u"acquiring",
	u"presue": u"pursue",
	u"prusue": u"pursue",
	u"labrynth": u"labyrinth",
	u"afordable": u"affordable",
	u"instrumnetal": u"instrumental",
	u"coliding": u"colliding",
	u"ereceted": u"erected",
	u"bron": u"born",
	u"acknowlage": u"acknowledge",
	u"acknowlages": u"acknowledges",
	u"acknowlege": u"acknowledge",
	u"acknowleges": u"acknowledges",
	u"orifinal": u"original",
	u"constititing": u"constituting",
	u"origninal": u"original",
	u"detrioration": u"deterioration",
	u"apacalypse": u"apocalypse",
	u"presonal": u"personal",
	#2006-Jun-08
	u"copright": u"copyright",
	u"curtesy": u"courtesy",
	u"tribtues": u"tributes",
	u"tribtue": u"tribute",
	u"illustritive": u"illustrative",
	u"reporduction": u"reproduction",
	u"defantly": u"definitely",
	u"commrecial": u"commercial",
	u"spearate": u"separate",
	u"anyting": u"anything",
	u"wednesdy": u"Wednesday",
	u"defferent": u"different",
	u"origianl": u"original",
	u"represantation": u"representation",
	u"liscencing": u"licensing",
	u"plattaform": u"platform",
	u"organsations": u"organisations",
	u"organsation": u"organisation",
	u"ilistration": u"illustration",
	u"fottball": u"football",
	u"integriy": u"integrity",
	u"auhtor": u"author",
	u"suitiable": u"suitable",
	u"druing": u"during",
	u"coad": u"coat",
	u"actuall": u"actual",
	#2006-Jun-07
	u"enthousiast": u"enthusiast",
	u"uploding": u"uploading",
	u"sorce": u"source",
	u"sighning": u"signing",
	u"washington": u"Washington",
	u"showen": u"shown",
	u"grahic": u"graphic",
	u"releas": u"release",
	u"staition": u"station",
	u"stratford": u"Stratford",
	u"bside": u"beside",
	u"difrent": u"different",
	u"cental": u"central",
	u"jublie": u"jubilee",
	u"confectionary": u"confectionery",
	u"oppossed": u"opposed",
	u"nazism": u"Nazism",
	u"amrs": u"arms",
	u"potograph": u"photograph",
	u"potographs": u"photographs",
	u"potographed": u"photographed",
	u"potographer": u"photographer",
	u"potographers": u"photographers",
	u"potographing": u"photographing",
	u"explaination": u"explanation",
	u"poaster": u"poster",
	u"variose": u"various",
	u"regonal": u"regional",
	u"newaspapers": u"newspapers",
	u"especialy": u"especially",
	u"Wikipeadia": u"Wikipedia",
	u"artcles": u"articles",
	u"copywrite": u"copyright",
	u"amongs": u"amongst",
	u"wholey": u"wholly",
	u"argentine": u"Argentine",
	u"sydney": u"Sydney",
	#2006-Jun-06
	u"privatiseation": u"privatisation",
	u"outyside": u"outside",
	u"copywright": u"copyright",
	u"colection": u"collection",
	u"peir": u"pier",
	u"fater": u"father",
	u"sponsered": u"sponsored",
	u"sponspered": u"sponsored",
	u"aquentence": u"acquaintance",
	u"realeashed": u"released",
	u"corrospondent": u"correspondent",
	u"charterd": u"chartered",
	u"geraman": u"German",
	u"sheperd": u"shepherd",
	u"documnet": u"document",
	u"precisly": u"precisely",
	u"asspect": u"aspect",
	u"uss": u"USS",
	u"Uss": u"USS",
	u"imverted": u"inverted",
	u"imverts": u"inverts",
	u"imvert": u"invert",
	u"imverting": u"inverting",
	u"publivity": u"publicity",
	u"belfast": u"Belfast",
	u"galway": u"Galway",
	u"dublin": u"Dublin",
	u"solide": u"solid",
	u"demonstation": u"demonstration",
	u"puclic": u"public",
	#2006-Jun-05
	u"ortodox": u"orthodox",
	u"imrisonment": u"imprisonment",
	u"approximatly": u"approximately",
	u"dinastic": u"dynastic",
	u"syrian": u"Syrian",
	u"reqires": u"requires",
	u"reqired": u"required",
	u"reqire": u"require",
	u"reqiring": u"requiring",
	u"decypher": u"decipher",
	u"decyphered": u"deciphered",
	u"decyphering": u"deciphering",
	u"decyphers": u"deciphers",
	u"encypher": u"encipher",
	u"fued": u"feud",
	#2006-Jun-04
	u"colums": u"columns",
	u"colum": u"column",
	u"advaced": u"advanced",
	u"encoutered": u"encountered",
	u"encouters": u"encounters",
	u"encouter": u"encounter",
	u"intence": u"intense",
	u"contiued": u"continued",
	u"russians": u"Russians",
	u"rusians": u"Russians",
	u"encirled": u"encircled",
	u"turks": u"Turks",
	u"ouskirts": u"outskirts",
	u"bagan": u"began",
	u"strom": u"storm",
	u"ouside": u"outside",
	u"arive": u"arrive",
	u"politicans": u"politicians",
	u"victorys": u"victories",
	u"backgound": u"background",
	u"inparticular": u"in particular",
	u"inparticularly": u"in particular",
	u"nomiation": u"nomination",
	u"contibuting": u"contributing",
	u"concists": u"consists",
	u"captiviy": u"captivity",
	u"follewer": u"follower",
	u"follewers": u"followers", 
	u"scotlands": u"Scotland's",
	u"italys": u"Italy's",
	u"swedens": u"Sweden's",
	u"norways": u"Norway's",
	u"polands": u"Poland's",
	u"switzerlands": u"Switzerland's",
	u"japans": u"Japan's",
	u"egypts": u"Egypt's",
	u"libyas": u"Libya's",
	u"perus": u"Peru's",
	u"portugals": u"Portugal's",
	u"israels": u"Israel's",
	u"progamming": u"programming",
	u"threatning": u"threatening",
	u"Dail": u"Dáil",
	u"Eireann": u"Éireann",
	u"alongwith": u"along with",
	u"concering": u"concerning",
	u"compesation": u"compensation",
	#2006-Jun-03
	u"ofthe": u"of the",
	u"oftheir": u"of their",
	u"ofther": u"other",
	u"onthe": u"on the",
	u"intheir": u"in their",
	u"inthe": u"in the",
	u"brocure": u"brochure",
	u"structrued": u"structured",
	u"intergral": u"integral",
	u"annouced": u"announced",
	u"mothly": u"monthly",
	u"iberian": u"Iberian",
	u"thristy": u"thirsty",
	u"tributarys": u"tributaries",
	u"discetion": u"discretion",
	u"disengenuous": u"disingenuous",
	u"disengenuously": u"disingenuously",
	u"netherlands": u"Netherlands",
	u"resonable": u"reasonable",
	u"contry": u"country",
	u"contrys": u"countries",
	u"countrys": u"countries",
	u"contries": u"countries",
	u"citicen": u"citizen",
	u"citicens": u"citizens",
	u"originin": u"origin",
	u"facinating": u"fascinating",
	u"folling": u"following",
	#2006-Jun-02
	u"franco": u"Franco",
	u"effectivness": u"effectiveness",
	u"listes": u"lists",
	u"reaxmine": u"reexamine",
	u"instutition": u"institution",
	u"parlimanet": u"parliament",
	u"constiuents": u"constituents",
	u"fighted": u"fought",
	u"justifly": u"justly",
	u"defintion": u"definition",
	u"overwhelminglly": u"overwhelmingly",
	u"septempber": u"September",
	u"septemper": u"September",
	u"attititude": u"attitude",
	#2006-Jun-01
	u"detials": u"details",
	u"beleave": u"believe",
	u"origonal": u"original",
	u"underneith": u"underneath",
	u"vessils": u"vessels",
	u"vessil": u"vessel",
	u"resistace": u"resistance",
	u"resistaces": u"resistances",
	u"antteni": u"antennae",
	u"sugestion": u"suggestion",
	u"pronouncable": u"pronounceable",
	u"veritcal": u"vertical",
	u"addtional": u"additional",
	u"funing": u"funding",
	u"expousing": u"espousing",
	u"experment": u"experiment",
	u"collabortative": u"collaborative",
	u"interpretted": u"interpreted",
	u"prescious": u"precious",
	u"langugage": u"language",
	u"progessive": u"progressive",
	u"privae": u"private",
	u"exhchange": u"exchange",
	#2006-May-31
	u"seviere": u"severe",
	u"advasery": u"adversary",
	u"troble": u"trouble",
	u"effectivly": u"effectively",
	u"imuplse": u"impulse",
	u"vison": u"vision",
	u"surviors": u"survivors",
	u"serveing": u"serving",
	u"belived": u"believed",
	u"agte": u"gate",
	u"desrt": u"desert",
	u"fuctions": u"functions",
	u"fuction": u"function",
	u"ceartainly": u"certainly",
	u"architectur": u"architecture",
	u"orignated": u"originated",
	u"orginated": u"originated",
	#2006-May-28
	u"disadventageous": u"disadvantageous",
	u"bavarian": u"Bavarian",
	u"bavarians": u"Bavarians",
	u"bavaria": u"Bavaria",
	#2006-May-27
	u"solicitaion": u"solicitation",
	u"xported": u"exported",
	u"extensivelt": u"extensively",
	u"atrifacts": u"artifacts",
	u"atrifact": u"artifact",
	u"imaginated": u"imagined",
	u"assesment": u"assessment",
	u"assesments": u"assessments",
	u"nazis": u"Nazis",
	u"electrificution": u"electrocution",
	u"determanes": u"determines",
	u"palyer": u"player",
	u"knowed": u"known",
	u"quantiy": u"quantity",
	u"abscence": u"absence",
	u"wouldve": u"would've",
	u"channles": u"channels",
	u"channle": u"channel",
	u"moderninst": u"modernist",
	u"modernest": u"modernist",
	u"prefectly": u"perfectly",
	u"mateials": u"materials",
	u"Scolar": u"Scolar", # There's a company called Scolar press
	#2006-May-26
	u"smoothe": u"smooth",
	u"smoothes": u"smooths",
	u"areospace": u"aerospace",
	#2006-May-25
	u"termonology": u"terminology",
	u"critizism": u"criticism",
	u"inmedialty": u"immediately",
	u"reawake": u"reawaken",
	u"uncapable": u"incapable",
	u"exapanded": u"expanded",
	u"exapand": u"expand",
	u"exapands": u"expands",
	u"exapanding": u"expanding",
	u"strategique": u"strategic",
	u"visibilty": u"visibility",
	u"anciant": u"ancient",
	u"hungarian": u"Hungarian",
	u"hourse": u"horse",
	u"Robb": u"Robb", # Surname
	u"robb": u"rob",
	u"loded": u"loaded",
	u"prisonners": u"prisoners",
	u"alloved": u"allowed",
	u"insuffisent": u"insufficient",
	u"spreding": u"spreading",
	u"Nowdays": u"Nowadays",
	u"unapprochable": u"approachable",	u"vandel": u"vandal",
	u"vandels": u"vandals",
	#2006-May-24
	u"oppurtunity": u"opportunity",
	u"gaurding": u"guarding",
	u"gaurded": u"guarded",
	u"gaurds": u"guards",
	u"gaurd": u"guard",
	u"elctric": u"electric",
	u"incesent": u"incessant",
	u"incessent": u"incessant",
	u"reqruiting": u"recruiting",
	u"succselful": u"successful",
	u"factorys": u"factories",
	u"audiances": u"audiences",
	u"audiance": u"audience",
	u"recipitants": u"recipients",
	u"recipitant": u"recipient",
	u"wite": u"white",
	u"ammalgum": u"amalgam",
	u"ammalgam": u"amalgam",
	u"amalgum": u"amalgam",
	u"skreen": u"screen",
	u"nigthly": u"nightly",
	u"valient": u"valiant",
	u"throughought": u"throughout",
	u"numerious": u"numerous",
	u"vinyards": u"vineyards",
	u"decisious": u"decisive",
	u"deafeated": u"defeated",
	u"deceisivly": u"decisively",
	u"immediatly": u"immediately",
	u"noblity": u"nobility",
	u"legallized": u"legalized",
	u"atempts": u"attempts",
	u"allegencies": u"allegiances",
	u"negotioator": u"negotiator",
	u"allience": u"alliance",
	u"guarranteed": u"guaranteed",
	u"reffering": u"referring",
	u"assistence": u"assistance",
	u"assisstence": u"assistance",
	u"asistence": u"assistance",
	u"asisstence": u"assistance",
	u"withough": u"without",
	u"impatious": u"impatient",
	u"ammassed": u"amassed",
	u"proclaimation": u"proclamation",
	u"interviene": u"intervene",
	u"handsom": u"handsome",
	u"tacticly": u"tactically",
	u"acusing": u"accusing",
	u"raized": u"razed",
	u"regurarely": u"regularly",
	u"constituate": u"constitute",
	u"autocraticly": u"autocratically",
	u"diplomatical": u"diplomatic",
	u"marriege": u"marriage",
	u"legallizing": u"legalizing",
	u"ceremonicly": u"ceremonially",
	#2006-May-21
	u"agreemen": u"agreement",
	u"contexually":	 u"contextually",
	u"becauese": u"because",
	u"togeteher": u"together",
	u"charitous": u"charitable",
	u"goveror": u"governor",
	u"physican": u"physician",
	u"casualities": u"casualties",
	u"instituion": u"institution",
	u"dauther": u"daughter",
	u"administators": u"administrators",
	u"elaboring": u"elaborating",
	u"concered": u"concerned",
	u"ambivalant": u"ambivalent",
	u"politial": u"political",
	u"predomiant": u"predominant",
	u"chaters": u"charters",
	u"Amerian": u"American",
	u"familes": u"families",
	u"cousiin": u"cousin",
	u"typially": u"typically",
	u"everone": u"everyone",
	u"amoungs": u"amongst",
	u"shippping": u"shipping",
	u"throgh": u"through",
	u"fathe": u"father",
	u"disapperance": u"disappearance",
	u"befgore": u"before",
	u"becaome": u"became",
	u"couse": u"course",
	u"wealthly": u"wealthy",
	u"daugher": u"daughter",
	u"achieveing": u"achieving",
	u"assiatant": u"assistant",
	u"alrady": u"already",
	u"militiary": u"military",
	u"uner": u"under",
	u"propoganda": u"propaganda",
	u"consoliation": u"consolidation",
	u"represenative": u"representative",
	u"famlies": u"families",
	u"competors": u"competitors",	
	u"pakistani": u"Pakistani",
	u"pakistan": u"Pakistan",
	u"urdu": u"Urdu",
	u"hindi": u"Hindi",
	u"asian": u"Asian",
	u"simultanesly": u"simultaneously",
	u"contemparary": u"contemporary",
	u"vcr": u"VCR",
	u"luxirious": u"luxurious",
	#2006-May-20
	u"alos": u"also",
	u"sone": u"some",
	u"ferom": u"from",
	u"correspondnet": u"correspondent",
	u"tehn": u"then",
	u"burssting": u"bursting",
	u"penecilyn": u"penicillin",
	u"atlantean": u"Atlantean",
	u"aryan": u"Aryan",
	u"fotograph": u"photograph",
	u"bourn": u"borne",
	u"intensly": u"intensely",
	#2006-May-19
	u"beareau": u"bureau",
	#2006-May-17
	u"virues": u"virus",
	u"decend": u"descend",
	#2006-May-16
	u"dissaray": u"disarray",
	u"perons": u"persons",
	u"whatsover": u"whatsoever",
	u"kissses": u"kisses",
	u"alterated": u"altered",
	u"potentionally": u"potentially",
	u"explicity": u"explicitly",
	u"publically": u"publicly",
	u"ususally": u"usually",
	u"situtaional": u"situational",
	u"outisde": u"outside",
	u"assexual": u"asexual",
	u"hardwdare": u"hardware",
	u"manufactors": u"manufacturers",
	u"warninig": u"warning",
	u"manufactoring": u"manufacturing",
	u"guidlines": u"guidelines",
	u"sequal": u"sequel",
	u"situtional": u"situational",
	u"trannsexual": u"transexual",
	u"idenitifed": u"identified",
	u"commcerial": u"commercial",
	u"bloggeer": u"blogger",
	#2006-May-15
	u"misinterpretaion": u"misinterpretation",
	u"persia": u"Persia",
	u"persian": u"Persian",
	u"persians": u"Persians",
	u"orientaion": u"orientation",
	u"exeuction": u"execution",
	u"orgnaization": u"organization",
	u"willingess": u"willingness",
	u"claming": u"claiming",
	u"deceided": u"decided",
	u"splitted": u"split",
	u"rehearshing": u"rehearsing",
	u"oportunities": u"opportunities",
	u"oriantation": u"orientation",
	u"oriantations": u"orientations",
	u"aactivty": u"activity",
	u"activty": u"activity",
	u"mxing": u"mixing",
	u"feauturing": u"featuring",
	u"inetersting": u"interesting",
	u"infulences": u"influences",
	u"concentrete": u"concentrate",
	u"burnig": u"burning",
	u"propably": u"probably",
	u"conviced": u"convinced",
	u"technikal": u"technical",
	u"Massachuetts": u"Massachusetts",
	u"colledge": u"college",
	u"hetersexual": u"heterosexual",
	u"relutent": u"reluctant",
	u"reluctent": u"reluctant",
	u"suprmee": u"supreme",
	u"Virgina": u"Virginia",
	u"probihibiting": u"prohibiting",
	u"memebers": u"members",
	u"focues": u"focuses",
	u"crimnal": u"criminal",
	u"homosexals": u"homosexuals",
	u"homosexal": u"homosexual",
	u"clearence": u"clearance",
	u"enforable": u"enforceable",
	u"enforcable": u"enforceable",
	u"reconize": u"recognize",
	u"Perse": u"Perse", # There's a school called Perse
	u"perse": u"per se",
	#2006-May-14
	u"politican": u"politician",
	u"ancle": u"ankle",
	u"coleague": u"colleague",
	u"avarege": u"average",
	u"succsesfull": u"successful",
	u"athlethic": u"athletic",
	u"teamate": u"teammate",
	u"overatted": u"overrated",
	u"partenership": u"partnership",
	u"retrived": u"retrieved",
	u"weeked": u"weekend",
	u"countinuted": u"continued",
	#2006-May-13
	u"intorduction": u"introduction",
	u"disobient": u"disobedient",
	u"imensly": u"immensely",
	u"immensily": u"immensely",
	u"debauchehry": u"debauchery",
	u"historial": u"historical",
	u"doughtnut": u"doughnut",
	u"comercially": u"commercially",
	u"iniate": u"initiate",
	u"maxinmum": u"maximum",
	u"unprepaired": u"unprepared",
	u"prepaired": u"prepared",
	u"unfortunatley": u"unfortunately",
	u"torpue": u"torque",
	u"epitah": u"epitaph",
	u"threwout": u"throughout",
	u"poved": u"proved",
	u"benifential": u"beneficial",
	u"benefectial": u"beneficial",
	u"benefictial": u"beneficial",
	u"glimps": u"glimpse",
	#2006-May-12
	u"critisised": u"criticised",
	u"anual": u"annual",
	u"pronuntiation": u"pronunciation",
	u"starlting": u"startling",
	u"wholsale": u"wholesale",
	#2006-May-11
	u"contomporary": u"contemporary",
	u"symboliclly": u"symbolically",
	u"commaning": u"commanding",
	u"Mai": u"Mai", # A fairly common name.
	u"injurys": u"injuries",
	u"venezuela": u"Venezuela",
	u"venezuelan": u"Venezuelan",
	u"venezuelans": u"Venezuelans",
	u"berlin": u"Berlin",
	u"teory": u"theory",
	u"asia": u"Asia",
	u"romania": u"Romania",
	u"romanian": u"Romanian",
	u"romanians": u"Romanians",
	u"romainian": u"Romanian",
	u"victorian": u"Victorian",
	u"victorians": u"Victorians",
	u"honarary": u"honorary",
	u"digtal": u"digital",
	#2006-May-09
	u"Ballance": u"Ballance", # Exception: surname
	u"ballance": u"balance",
	u"offisde": u"offside",
	u"charactor": u"character",
	#2006-May-08
	u"regestration": u"registration",
	u"vinyard": u"vineyard",
	u"wents": u"went",
	u"togther": u"together",
	u"coicidentally": u"coincidentally",
	u"reguardless": u"regardless",
	u"instictively": u"instinctively",
	u"puch": u"punch",
	u"retreive": u"retrieve",
	u"retreived": u"retrieved",
	u"retreives": u"retrieves",
	u"retreiving": u"retrieving",
	u"nevously": u"nervously",
	u"pusuade": u"persuade",
	u"pusuaded": u"persuaded",
	u"pusuades": u"persuades",
	u"guideance": u"guidance",
	u"numbe": u"number",
	u"chracter": u"character",
	u"chracters": u"characters",
	u"iteslf": u"itself",
	u"consdered": u"considered",
	u"approvoval": u"approval",
	u"televivion": u"television",
	u"jewellry": u"jewelry",
	u"battke": u"battle",
	u"ilooking": u"looking",
	u"papeback": u"paperback",
	u"inmune": u"immune",
	u"embodimient": u"embodiment",
	u"inmortality": u"immortality",
	u"appereance": u"appearance",
	u"oindividuals": u"individuals",
	u"ammorphous": u"amorphous",
	u"appeareared": u"appeared",
	u"multifacited": u"multifaceted",
	u"witchccraft": u"witchcraft",
	u"cultual": u"cultural",
	u"decisision": u"decision",
	u"stroies": u"stories",
	u"rember": u"remember",
	u"rembered": u"remembered",
	u"rembering": u"remembering",
	u"rembers": u"remembers",
	u"investgate": u"investigate",
	u"condsiders": u"considers",
	u"karoke": u"karaoke",
	u"Tibetian": u"Tibetan",
	u"monistary": u"monastery",
	u"monistery": u"monastery",
	u"monastary": u"monastery",
	u"insecurites": u"insecurities",
	u"collaspe": u"collapse",
	u"collasped": u"collapsed",
	u"collaspes": u"collapses",
	u"ephphany": u"epiphany",
	u"oppritunity": u"opportunity",
	u"oppirtunity": u"opportunity",
	u"inadvertantly": u"inadvertently",
	u"premevel": u"primeval",
	u"Sumaritan": u"Sumerian",
	u"phsyical": u"physical",
	u"phsyically": u"physically",
	u"propses": u"proposes",
	u"lonliness": u"loneliness",
	#2006-May-07
	u"Jmaes": u"James",
	u"sinaptic": u"synaptic",
	u"transmitions": u"transmissions",
	u"experiance": u"experience",
	u"advirtesement": u"advertisement",
	u"movment": u"movement",
	u"indecesive": u"indecisive",
	u"terrian": u"terrain",
	u"terrians": u"terrains",
	u"contians": u"contains",
	u"contian": u"contain",
	u"austria": u"Austria",
	u"austrian": u"Austrian",
	u"austrians": u"Austrians",
	u"januar": u"January",
	u"februar": u"February",
	u"märz": u"March",
	u"juni": u"June",
	u"juli": u"July",
	u"dezember": u"December",
	u"resignment": u"resignation",
	u"exilir": u"elixir",
	u"vacilliation": u"vacillation",
	u"oscilation": u"oscillation",
	u"poitical": u"political",
	u"aditional": u"additional",
	u"inocculate": u"inoculate",
	u"inocculated": u"inoculated",
	u"inocculates": u"inoculates",
	u"inocculation": u"inoculation",
	u"preformances": u"performances",
	u"tenchique": u"technique",
	u"tenchiques": u"techniques",
	u"indonesia": u"Indonesia",
	u"indonesian": u"Indonesian",
	u"indonesians": u"Indonesians",
	u"Everytime": u"Everytime",
	#2006-May-06
	u"forcable": u"forceable",
	u"boxs": u"boxes",
	u"secterian": u"sectarian",
	u"distingushable": u"distinguishable",
	u"distingush": u"distinguish",
	u"distingushed": u"distinguished",
	u"distingushes": u"distinguishes",
	u"distingushing": u"distinguishing",
	u"intead": u"instead",
	u"adressing": u"addressing",
	u"adresses": u"addresses",
	u"possesive": u"possessive",
	u"closeer": u"closer",
	#2006-May-05
	u"honurable": u"honorable",
	u"suitible": u"suitable",
	u"theyll": u"they'll",
	u"unliked": u"disliked",
	u"rediciulous": u"ridiculous",
	#2006-May-03
	u"asians": u"Asians",
	u"wasent": u"wasn't",
	u"patienty": u"patiently",
	u"sergnt": u"sergeant",
	u"zanzibar": u"Zanzibar",
	u"arives": u"arrives",
	u"transmition": u"transmission",
	u"sombody": u"somebody",
	u"causeing": u"causing",
	u"myserious": u"mysterious",
	u"posestion": u"possession",
	u"perticularly": u"particularly",
	u"perticular": u"particular",
	u"exept": u"except",
	u"probubly": u"probably",
	u"abilitys": u"abilities",
	u"mistirous": u"mysterious",
	u"listin": u"listen",
	u"incorpirate": u"incorporate",
	u"happenned": u"happened",
	u"milatary": u"military",
	u"severly": u"severely",
	u"availablity": u"availability",
	u"interchangebly": u"interchangeably",
	u"returing": u"returning",
	u"componants": u"components",
	u"componant": u"component",
	u"comeradeship": u"comradeship",
	u"instrinsic": u"intrinsic",
	u"becausde": u"because",
	u"metaphore": u"metaphor",
	u"charitecr": u"character",
	u"charicter": u"character",
	u"hes": u"he's",
	u"shes": u"she's",
	u"theyre": u"they're",
	u"arrondissment": u"arrondissement",
	u"arrondissments": u"arrondissements",
	#2006-May-02
	u"weakneses": u"weaknesses",
	u"emeny": u"enemy",
	u"norsemen": u"Norsemen",
	u"norseman": u"Norseman",
	u"norse": u"Norse",
	u"opnion": u"opinion",
	u"nontheless": u"nonetheless",
	#2006-Apr-29
	u"turkish": u"Turkish",
	u"sistematic": u"systematic",
	u"analsys": u"analysis",
	u"origial": u"original",
	u"importat": u"important",
	u"recents": u"recent",
	u"widley": u"widely",
	u"jurnalist": u"journalist",
	u"indo": u"Indo",
	u"austro": u"Austro",
	u"elixer": u"elixir",
	u"perormed": u"performed",
	u"percieve": u"perceive",
	u"cyrstal": u"crystal",
	#2006-Apr-28
	u"opressor": u"oppressor",
	#2006-Apr-27
	u"reall": u"real",
	u"robers": u"robbers",
	u"traped": u"trapped",
	u"thives": u"thieves",
	u"enegry": u"energy",
	u"atempt": u"attempt",
	u"prosessing": u"processing",
	u"attmpted": u"attempted",
	u"investagate": u"investigate",
	u"depleat": u"deplete",
	u"recgarge": u"recharge",
	u"remaning": u"remaining",
	u"colect": u"collect",
	u"powerd": u"powered",
	u"guareded": u"guarded",
	u"arrieves": u"arrives",
	u"inviduals": u"individuals",
	u"invidual": u"individual",
	u"confering": u"conferring",
	u"firefighers": u"firefighters",
	u"firefigher": u"firefighter",
	u"postumously": u"posthumously",
	u"acutally": u"actually",
	u"succesor": u"successor",
	u"requensts": u"requests",
	u"moning": u"morning",
	u"insingia": u"insignia",
	u"forbiden": u"forbidden",
	u"promenant": u"prominent",
	u"promenent": u"prominent",
	u"properites": u"properties",
	u"spontaniously": u"spontaneously",
	u"fowards": u"forwards",
	#2006-Apr-26
	u"Afria": u"Africa",
	u"telivision": u"television",
	u"ministy": u"ministry",
	u"grammer": u"grammar",
	u"complimation": u"compilation",
	u"phenomona": u"phenomena",
	u"confernce": u"conference",
	u"movemement": u"movement",
	u"remanescant": u"reminiscent",
	u"assosiated": u"associated",
	u"chaisnsaw": u"chainsaw",
	u"occasionly": u"occasionally",
	u"reavealing": u"revealing",
	u"reaveal": u"reveal",
	u"reaveals": u"reveals",
	u"reavealed": u"revealed",
	u"disappered": u"disappeared",
	u"floweres": u"flowers",
	u"tradicions": u"traditions",
	u"emcompass": u"encompass",
	u"centures": u"centuries",
	u"maintanence": u"maintenance",
	u"steads": u"steeds",
	u"grinded": u"ground",
	u"damanging": u"damaging",
	u"damange": u"damage",
	u"disentegrate": u"disintegrate",
	u"disentegrated": u"disintegrated",
	u"disentegrates": u"disintegrates",
	u"disentegrating": u"disintegrating",
	u"preistesses": u"priestesses",
	u"preistess": u"priestess",
	u"pyschologist": u"psychologist",
	u"refferences": u"references",
	u"desguise": u"disguise",
	u"unexplicable": u"inexplicable",
	u"watied": u"waited",
	u"mechanial": u"mechanical",
	u"asorbing": u"absorbing",
	u"certanly": u"certainly",
	u"weilds": u"wields",
	u"kidnapps": u"kidnaps",
	u"aganist": u"against",
	u"rebulid": u"rebuild",
	u"veriety": u"variety",
	u"capibility": u"capability",
	u"gaven": u"given",
	u"abnormalites": u"abnormalities",
	u"everytime": u"every time",
	u"Chrismas": u"Christmas",
	u"anscestor": u"ancestor",
	u"anscestors": u"ancestors",
	u"attmepted": u"attempted",
	u"condmenation": u"condemnation",
	u"emphsized": u"emphasized",
	u"existnence": u"existence",
	u"devestate": u"devastate",
	u"exlied": u"exiled",
	u"immedialtely": u"immediately",
	u"coninent": u"continent",
	u"forcused": u"focused",
	u"Arfica": u"Africa",
	u"contorlled": u"controlled",
	u"archipeligo": u"archipelago",
	u"imporved": u"improved",
	u"answerble": u"answerable",
	u"converrted": u"converted",
	u"invlolved": u"involved",
	u"Englightenment": u"Enlightenment",
	u"andvanced": u"advanced",
	u"kingom": u"kingdom",
	u"taight": u"taught",
	u"grievences": u"grievances",
	u"assmebly": u"assembly",
	u"staus": u"status",
	u"follwing": u"following",
	u"sustinance": u"sustenance",
	u"sustinenece": u"sustenance",
	u"inustrialism": u"industrialism",
	u"proffesionals": u"professionals",
	u"firgurehead": u"figurehead",
	u"neraly": u"nearly",
	u"recongnize": u"recognize",
	u"enterpreneurs": u"entrepreneurs",
	u"settlment": u"settlement",
	u"dipossessed": u"dispossessed",
	u"centuery": u"century",
	u"capaign": u"campaign",
	u"rdical": u"radical",
	u"envrionment": u"environment",
	u"traditonal": u"traditional",
	u"beleifs": u"beliefs",
	u"enitre": u"entire",
	u"establsished": u"established",
	u"perhpaps": u"perhaps",
	u"establiished": u"established",
	u"incented": u"invented",
	u"inroduction": u"introduction",
	u"chrurch": u"church",
	u"industially": u"industrially",
	u"maintanied": u"maintained",
	u"resentement": u"resentment",
	u"Austrlia": u"Australia",
	u"assassiantion": u"assassination",
	u"anf": u"and",
	u"thw": u"the",
	u"agaisnt": u"against",
	u"reperations": u"reparations",
	u"distate": u"distaste",
	u"polical": u"political",
	u"borke": u"broke",
	u"relgious": u"religious",
	u"althogh": u"although",
	#2006-Apr-25
	u"charecter": u"character",
	u"Guinnes": u"Guinness",
	u"technogically": u"technologically",
	u"parodys": u"parodies",
	u"engagment": u"engagement",
	u"annouce": u"announce",
	u"magicial": u"magical",
	u"endorces": u"endorses",
	u"awakend": u"awakened",
	u"oaisis": u"oasis",
	u"vilage": u"village",
	u"antural": u"natural",
	u"sufffering": u"suffering",
	u"thoroghly": u"thoroughly",
	u"inate": u"innate",
	u"absolutley": u"absolutely",
	u"procceeds": u"proceeds",
	u"automaticaly": u"automatically",
	u"opressed": u"oppressed",
	u"convy": u"convoy",
	u"delerious": u"delirious",
	u"compartement": u"compartment",
	u"adivsor": u"advisor",
	u"apauling": u"appalling",
	u"appauling": u"appalling",
	u"appaulling": u"appalling",
	u"instact": u"intact",
	u"conatining": u"containing",
	u"harvasters": u"harvesters",
	u"declinining": u"declining",
	u"crediblity": u"credibility",
	u"consective": u"consecutive",
	u"ineffecitive": u"ineffective",
	u"marign": u"margin",
	u"assult": u"assault",
	u"initals": u"initials",
	u"shortend": u"shortened",
	u"interupts": u"interrupts",
	u"interupted": u"interrupted",
	u"associtated": u"associated",
	u"permiered": u"premiered",
	u"differnces": u"differences",
	u"underacheiving": u"underachieving",
	u"pinnancle": u"pinnacle",
	u"divsion": u"division",
	u"controverisal": u"controversial",
	u"infact": u"in fact",
	u"prescence": u"presence",
	u"cruedly": u"crudely",
	u"pysche": u"psyche",
	u"croat": u"Croat",
	u"croats": u"Croats",
	u"serb": u"Serb",
	u"serbs": u"Serbs",
	u"serbia": u"Serbia",
	u"serbian": u"Serbian",
	u"folow": u"follow",
	u"beacause": u"because",
	u"frightend": u"frightened",
	u"unstopable": u"unstoppable",
	u"pararel": u"parallel",
	u"allys": u"allies",
	u"somwhere": u"somewhere",
	u"bosnia": u"Bosnia",
	u"bosnian": u"Bosnian",
	u"bosnians": u"Bosnians",
	u"buyed": u"bought",
	u"huntig": u"hunting",
	u"bruning": u"burning",
	u"Bruning": u"Bruning", # Surname
	u"showin": u"showing",
	u"virtualy": u"virtually",
	u"taked": u"taken",
	u"teritorial": u"territorial",
	u"stoped": u"stopped",
	u"universitys": u"universities",
	u"excellet": u"excellent",
	u"charioter": u"charioteer",
	u"suppliment": u"supplement",
	u"supliment": u"supplement",
	u"personnal": u"personal",
	u"studiying": u"studying",
	u"attepted": u"attempted",
	u"sacrad": u"sacred",
	u"creater": u"creator",
	u"atleast": u"at least",
	u"whare": u"where",
	u"descripion": u"description",
	u"begenning": u"beginning",
	u"continet": u"continent",
	u"subcontinet": u"subcontinent",
	u"authered": u"authored",
	u"authers": u"authors",
	u"whome": u"who",
	u"desciple": u"disciple",
	u"desciples": u"disciples", 
	u"execpt": u"except",
	u"vehicale": u"vehicle",
	u"vehicales": u"vehicles",
	u"commiunity": u"community",
	u"settelite": u"satellite",
	#2006-Apr-24
	u"eary": u"early",
	#2006-Apr-23
	u"peercentage": u"percentage",
	u"officail": u"official",
	u"wales": u"Wales",
	u"welsh": u"Welsh",
	u"articale": u"article",
	u"extremly": u"extremely",
	u"prtagonist": u"protagonist",
	u"intruduce": u"introduce",
	u"intruduced": u"introduced",
	u"intruduces": u"introduces",
	u"intruducing": u"introducing",
	u"explantion": u"explanation",
	u"newgroup": u"newsgroup",
	u"gew": u"grew",
	u"subcription": u"subscription",
	u"subcriptions": u"subscriptions",
	u"valey": u"valley",
	u"centrailzing": u"centralizing",
	u"suspention": u"suspension",
	u"injetable": u"injectable",
	u"perscribe": u"prescribe",
	u"perscribing": u"prescribing",
	u"perscribed": u"prescribed",
	u"perscribes": u"prescribes",
	u"lefotover": u"leftover",
	u"lefotovers": u"leftovers",
	u"bacameral": u"bicameral",
	u"becuause": u"because",
	u"activitiy": u"activity",
	u"cammand": u"command",
	u"cammanded": u"commanded",
	u"cammanding": u"commanding",
	u"cammands": u"commands",
	#2006-Apr-22
	u"couldnt": u"couldn't",
	u"wouldnt": u"wouldn't",
	u"partity": u"parity",
	u"villiage": u"village",
	u"tiems": u"times",
	u"discernig": u"discerning",
	u"walsk": u"walks",
	u"pleasent": u"pleasant",
	u"strooll": u"stroll", 
	u"Forrest": u"Forrest", # Surname
	u"forrest": u"forest",
	u"promanade": u"promenade",
	u"promanades": u"promenades",
	u"pleanty": u"plenty",
	u"dnjoyed": u"enjoyed",
	u"apssed": u"passed",
	u"caltle": u"castle",
	u"ehich": u"which",
	#2006-Apr-09
	u"guarented": u"guaranteed",
	u"preist": u"priest",
	u"illegiamate": u"illegitimate",
	u"expertimental": u"experimental",
	u"intregal": u"integral",
	#2006-Apr-08
	u"independ": u"independent",
	u"obcscure": u"obscure",
	u"intrestingly": u"interestingly",
	u"emergancy": u"emergency",
	u"fourtenth": u"fourteenth",
	#2006-Apr-07
	u"disambiguiation": u"disambiguation",
	u"ingrediant": u"ingredient",
	u"incured": u"incurred",
	u"campaghn": u"campaign",
	u"hersuit": u"hirsute",
	u"hersute": u"hirsute",
	u"hirsuit": u"hirsute",
	u"televize": u"televise",
	u"compromize": u"compromise",
	u"comprimize": u"compromise",
	u"tecnique": u"technique",
	u"thorughout": u"throughout",
	u"mecry": u"mercy",
	u"tigth": u"tight",
	u"instanlty": u"instantly",
	u"onces": u"once",
	u"projectlies": u"projectiles",
	u"aviod": u"avoid",
	u"parcitipate": u"participate",
	u"vidio": u"video",
	u"simultanius": u"simultaneous",
	u"trasmission": u"transmission",
	u"telelvision": u"television",
	u"inanimite": u"inanimate",
	u"scathered": u"scattered",
	u"dipute": u"dispute",
	u"alternitive": u"alternative",
	u"morrors": u"mirrors",
	u"papre": u"paper",
	u"papres": u"papers",
	u"historan": u"historian",
	u"honoury": u"honorary",
	u"althouhg":  u"although",
	u"euphanism": u"euphemism",
	u"proteine": u"protein",
	u"cyrillic": u"Cyrillic",
	u"eucarist": u"Eucharist",
	u"eucaristic": u"Eucharistic",
	u"Volkswagon": u"Volkswagen",
	u"abreviation": u"abbreviation",
	u"honorofic": u"honorific",
	u"norman": u"Norman",
	u"attac": u"attack",
	u"veichle": u"vehicle",
	u"veichles": u"vehicles",
	u"econology": u"ecology",
	u"heavly": u"heavily",
	u"comercialize": u"commercialize",
	u"comercialise": u"commercialise",
	u"engineeer": u"engineer",
	u"engineeering" : u"engineering",
	u"degredation": u"degradation",
	u"nazi": u"Nazi",
	u"permananent": u"permanent",
	u"charcater": u"character",
	u"charcaters": u"characters",
	u"tatooist": u"tattooist",
	u"lebanese": u"Lebanese",
	u"homeage": u"homage",
	u"ecnomic": u"economic",
	u"compiller": u"compiler",
	u"mexican": u"Mexican",
	u"centurian": u"centurion",
	u"rsult": u"result",
	u"exeptionally": u"exceptionally",
	u"exeptional": u"exceptional",
	u"exeption": u"exception",
	u"additionall": u"additional",
	u"vengenceful": u"vengeful",
	u"uninterruptable": u"uninterruptible",
	u"developemnt": u"development",
	u"arteficial": u"artificial",
	u"bigget": u"biggest",
	u"oppurotunity": u"opportunity",
	u"entrys": u"entries",
	u"refrance": u"reference",
	u"referance": u"reference",
	u"hostal": u"hostel",
	u"euphamism": u"euphemism",
	u"reveiled": u"revealed",
	u"appearent": u"apparent",
	u"ecountered": u"encountered",
	u"labrotory": u"laboratory",
	u"happend": u"happened",
	u"emberassed": u"embarrassed",
	u"partener":" partner",
	u"colapse": u"collapse",
	u"strangth": u"strength",
	u"occaisionally": u"occasionally",
	u"lanscape": u"landscape",
	u"disapear": u"disappear",
	u"guiatr": u"guitar",
	u"guiatrs": u"guitars",
	u"cavet": u"caveat",
	u"humerous": u"humorous",
	u"plently": u"plenty",
	u"Godness": u"Goddess",
	u"fith": u"fifth",
	u"diologue": u"dialogue",
	u"seaons": u"seasons",
	u"possiblity": u"possibility",
	u"dilogue": u"dialogue",
	u"methaphor": u"metaphor",
	u"methaphors": u"metaphors",
	u"osscilation": u"oscillation",
	u"croatia": u"Croatia",
	u"croatian": u"Croatian",
	u"croatians": u"Croatians",
	u"Brough": u"Brough", # Surname
	u"brough": u"brought",
	u"ackward": u"awkward",
	u"refrence": u"reference",
	u"Egypian": u"Egyptian",
	u"inablility": u"inability",
	u"relutance": u"reluctance",
	u"fighing": u"fighting",
	u"rigourously": u"rigorously",
	u"availibility": u"availability",
	u"dillemma": u"dilemma",
	u"deafeat": u"defeat",
	u"resurected": u"resurrected",
	u"remarkebly": u"remarkably",
	u"descibed": u"described",
	u"coincedence": u"coincidence",
	u"abiliites": u"abilities",
	u"evloves": u"evolves",
	u"stratiges": u"strategies",
	u"oppenents": u"opponents",
	u"earier": u"earlier",
	u"wreckless": u"reckless",
	u"destory": u"destroy",
	u"destorying": u"destroying",
	u"destorys": u"destroys",
	u"sucessful": u"successful",
	u"chruch": u"church",
	u"incharge": u"in charge",
	u"offcials": u"officials",
	u"officals": u"officials",
	u"ancestory": u"ancestry",
	u"heriditary": u"hereditary",
	u"neice": u"niece",
	u"oringinally": u"originally",
	u"destoryed": u"destroyed",
	u"leason": u"lesson",
	u"finnally": u"finally",
	u"villians": u"villains",
	u"suply": u"supply",
	u"especifically": u"specifically",
	u"modifing": u"modifying",
	u"trycicle": u"tricycle",
	u"contigency": u"contingency",
	u"developes": u"develops",
	u"inifinite": u"infinite",
	u"duely": u"duly",
	u"expierience": u"experience",
	u"Marroco": u"Morocco",
	u"Marocco": u"Morocco",
	u"withdrawl": u"withdrawal",
	u"vaciliation": u"vacillation",
	u"labourious": u"laborious",
	u"arbouretum": u"arboretum",
	u"honourarium": u"honorarium",
	#u"honourary": u"honorary", #XXX I get grief over this so leave it out
	u"honourific": u"honorific",
	u"odouriferous": u"odoriferous",
	u"odourous": u"odorous",
	u"defencive": u"defensive",
	u"rancourous": u"rancorous",
	u"diffrence": u"difference",
	u"fiercly": u"fiercely",
	u"situaded": u"situated",
	u"responsability": u"responsibility",
	u"dinasty": u"dynasty",
	u"dinasties": u"dynasties",
	u"noone": u"no-one",
	u"interrested": u"interested",
	u"suported": u"supported",
	u"carreful": u"careful",
	u"coutries": u"countries",
	u"sould": u"should",
	u"referrence": u"reference",
	u"referrences": u"references",
	u"bureacracy": u"bureaucracy",
	u"writting": u"writing",
	u"egytian": u"Egyptian",
	u"acusation": u"accusation",
	u"acusations": u"accusations",
	u"rebelious": u"rebellious",
	u"alltough": u"although",
	u"allthough": u"although",
	u"Normady": u"Normandy",
	u"backround": u"background",
	u"backrounds": u"backgrounds",
	u"mistess": u"mistress",
	u"hagiograhy": u"hagiography",
	u"slowley": u"slowly",
	u"exceled": u"excelled",
	u"predecesors": u"predecessors",
	u"possibilites": u"possibilities",
	u"harrass": u"harass",
	u"harrassing": u"harassing",
	u"scolar": u"scholar",
	u"scolars": u"scholars",
	u"associattion": u"association",
	u"sucessors": u"successors",
	u"mantain": u"maintain",
	u"mantained": u"maintained",
	u"mantaining": u"maintaining",
	u"mantains": u"maintains",
	u"plebian": u"plebeian",
	u"plebians": u"plebeians",
	u"skillfull": u"skillful",
	u"inflamatory": u"inflammatory",
	u"unglorious": u"inglorious",
	u"carefull": u"careful",
	u"proclamed": u"proclaimed",
	u"proclams": u"proclaims",
	u"conviently": u"conveniently",
	u"convient": u"convenient",
	u"ceeded": u"ceded",
	u"ceeding": u"ceding",
	u"Ofen": u"Ofen", # Special case: city name
	u"judaism": u"Judaism",
	u"buddhism" : u"Buddhism",
	u"hinduism": u"Hinduism",
	u"sikhism": u"Sikhism",
	u"Firey": u"Firey", # Special case: an anime character
	u"Feild": u"Feild", # Special case: Surname
	u"Broady": u"Broady", # Special case: Surname
	u"benefical": u"beneficial",
	u"argueably": u"arguably",
	u"achived": u"achieved",
	u"theather": u"theater",
	u"useage": u"usage",
	u"zeebra": u"zebra",
	u"ouevre": u"oeuvre",
	u"forbiding": u"forbidding",
	u"belive": u"believe",
	u"belives": u"believes",	
	u"endulge": u"indulge",
	u"betwen": u"between",
	u"elaborete": u"elaborate",
	u"elaboretes": u"elaborates",
	u"questin": u"question",
	u"regardig": u"regarding",
	u"furthur": u"further",
	u"greco": u"Greco", # as in Greco-Roman
	u"realease": u"release",
	u"realeased": u"released",
	u"realeases": u"releases",
	u"realeasing": u"releasing",
	u"lcd": u"LCD",
	u"developmet": u"development",
	u"developmets": u"developments",
	u"indentity": u"identity",
	u"unbelieveable": u"unbelievable",
	u"widht": u"width",
	u"langauge": u"language",
	u"langauges": u"languages",
	u"dilemna": u"dilemma",
	u"stupour": u"stupor",
	u"excelent": u"excellent",
	u"excelently": u"excellently",
	u"excellant": u"excellent",
	u"excellantly": u"excellently",
	u"intentinal": u"intentional",
	u"intentinaly": u"intentionally",
	u"relitive": u"relative",
	u"relitively": u"relatively",
	u"hetrosexual": u"heterosexual",
	u"hetrosexuals": u"heterosexuals",
	u"succed": u"succeed",
	u"succeded": u"succeeded",
	u"succeding": u"succeeding",
	u"succeds": u"succeeds",
	u"wich": u"which",
	u"parrent": u"parent",
	u"parrents": u"parents",
	u"exteme": u"extreme",
	u"signficant": u"significant",
	u"signficantly": u"significantly",
	u"jetison": u"jettison",
	u"jetisoned": u"jettisoned",
	u"jetisoning": u"jettisoning",
	u"compuer": u"computer",
	u"nordic": u"Nordic",
	u"yiddish": u"Yiddish",
	u"apparantly": u"apparently",
	u"playright": u"playwright",
	u"albania": u"Albania",
	u"albanian": u"Albanian",
	u"albanians": u"Albanians",
	u"restauraunt": u"restaurant",
	u"enchancement": u"enhancement",
	u"protocal": u"protocol",
	u"protocals": u"protocols",
	u"Balck": u"Balck", # Special case: German surname
	u"hebrew": u"Hebrew",
	u"arab": u"Arab",
	u"arabs": u"Arabs",
	u"arabic": u"Arabic",
	u"asiatic": u"Asiatic",
	u"teusday": u"Tuesday",
	u"oxford": u"Oxford",
	u"westren": u"western",
	u"apropiatelly": u"appropriately",
	u"koreans": u"Koreans",
	u"ablotion": u"abolition",
	u"hispanic": u"Hispanic",
	u"hispanics": u"Hispanics",
	u"dissarray": u"disarray",
	u"meterological": u"meteorological",
	u"refridgeration": u"refrigeration",
	u"pheniox": u"phoenix",
	u"insurence": u"insurance",
	u"vincinity": u"vicinity",
	u"oppenent": u"opponent",
	u"brighton": u"Brighton",
	u"london": u"London",
	u"birmingham": u"Birmingham",
	u"cambridge": u"Cambridge",
	u"glasgow": u"Glasgow",
	u"edinburgh": u"Edinburgh",
	u"busines": u"business",
	u"governement": u"government",
	u"securites": u"securities",
	u"agricultureal": u"agricultural",
	u"ceo": u"CEO",
	u"invesment": u"investment",
	u"dominence": u"dominance",
	u"victum": u"victim",
	u"victums": u"victims",
	u"denmark": u"Denmark",
	u"danish": u"Danish",
	u"norway": u"Norway",
	u"norwegian": u"Norwegian",
	u"norwegians": u"Norwegians",
	u"iceland": u"Iceland",
	u"icelandic": u"Icelandic",
	u"finland": u"Finland",
	u"finnish": u"Finnish",
	u"prevailant": u"prevalent",
	u"humn": u"human",
	u"peru": u"Peru",
	u"peruvian": u"Peruvian",
	u"peruvians": u"Peruvians",
	#u"descendent": u"descendant",
	#u"descendents": u"descendants",
	u"lazer": u"laser",
	u"latin": u"Latin",
	u"mondays": u"Mondays",
	u"tuesdays": u"Tuesdays",
	u"wednesdays": u"Wednesdays",
	u"thursdays": u"Thursdays",
	u"fridays": u"Fridays",
	u"saturdays": u"Saturdays",
	u"sundays": u"Sundays",
	u"indoneisa": u"Indonesia",
	u"indoneisan": u"Indonesian",
	u"indoneisans": u"Indonesians",
	u"peotic": u"poetic",
	u"fundimental": u"fundamental",
	u"humidy": u"humidity",
	u"shcolars": u"scholars",
	u"shcolar": u"scholar",
	u"spititual": u"spiritual",
	#"fulfill": u"fulfil", # No! US vs British English
	u"stricty": u"strictly",
	u"intermedite": u"intermediate",
	u"particlar": u"particular",
	u"montly": u"monthly",
	u"relegion": u"religion",
	u"relegions": u"religions",
	u"cicle": u"cycle",
	u"lutenant": u"lieutenant",
	u"lutentant": u"lieutenant",
	u"bulgaria": u"Bulgaria",
	u"bulgarian": u"Bulgarian",
	u"bulgarians": u"Bulgarians",
	u"studys": u"studies",
	u"protestant": u"Protestant",
	u"protestants": u"Protestants",
	u"appearant": u"apparent",
	u"throughtout": u"throughout",
	u"fliming": u"filming",
	u"freinds": u"friends",
	u"orginal": u"original",
	u"optimestic": u"optimistic",
	u"eachother": u"each other",
	u"atrifical": u"artificial",
	u"spain": u"Spain",
	u"spanish": u"Spanish",
	u"india": u"India",
	u"indian": u"Indian",
	u"indians": u"Indians",
	u"egypt": u"Egypt",
	u"egyptian": u"Egyptian",
	u"egyptians": u"Egyptians",
	u"greece": u"Greece",
	u"greek": u"Greek",
	u"greeks": u"Greeks",
	u"Ina": u"Ina", # A first name
	u"ampltude": u"amplitude",
	u"irralavent": u"irrelevant",
	u"shareing": u"sharing",
	u"inication": u"indication",
	u"britan": u"Britain",
	u"stroy": u"story",
	u"Grammer": u"Grammer", # Special case: surname (Frasier!)
	u"europe": u"Europe",
	u"european": u"European",
	u"europeans": u"Europeans",
	u"algeria": u"Algeria",
	u"algerian": u"Algerian",
	u"algerians": u"Algerians",
	u"diarys": u"diaries",
	u"reiligious": u"religious",
	u"Bais": u"Bais", # Special case: surname
	u"Noth": u"Noth", # Special case: surname
	u"Harras": u"Harras", # Special case: surname
	u"canada": u"Canada",
	u"canadian": u"Canadian",
	u"canadians": u"Canadians",
	u"dutch": u"Dutch",
	u"theorys": u"theories",
	u"befor": u"before",
	u"islam": u"Islam",
	u"islamic": u"Islamic",
	u"Greif": u"Greif", # Special case: surname
	u"Frist": u"Frist", # Special case: surname
	u"Wass": u"Wass", # Special case: surname
	u"morocco": u"Morocco",
	u"moroccan": u"Moroccan",
	u"moroccans": u"Moroccans",
	u"jew": u"Jew",
	u"jews": u"Jews",
	u"jewish": u"Jewish",
	u"Southhampton": u"Southampton",
	u"germans": u"Germans",
	u"italy": u"Italy",
	u"italian": u"Italian",
	u"italians": u"Italians",
	u"ealry": u"early",
	u"udner": u"under",
	u"exquisitly": u"exquisitely",
	u"scollarship": u"scholarship",
	u"scollar": u"scholar",
	u"sweden": u"Sweden",
	u"swedish": u"Swedish",
	u"africa": u"Africa",
	u"african": u"African",
	u"africans": u"Africans",
	u"univirsity": u"university",
	u"tabacco": u"tobacco",
	u"russia": u"Russia",
	u"russian": u"Russian",
	u"rome": u"Rome",
	u"chinese": u"Chinese",
	u"british": u"British",
	u"britain": u"Britain",
	u"feild": u"field",
	u"america": u"America",
	u"american": u"American",
	u"americans": u"Americans",
	u"spetacular": u"spectacular",
	#u"catholic": u"Catholic",
	#u"catholics": u"Catholics",
	u"christian": u"Christian",
	u"christians": u"Christians",
	u"muslim": u"Muslim",
	u"muslims": u"Muslims",
	u"france": u"France",
	u"rehersals": u"rehearsals",
	u"reherse": u"rehearse",
	u"rehersed": u"rehearsed",
	u"reherses": u"rehearses",
	u"preformence": u"performance",
	u"preformences": u"performances",
	u"consitent": u"consistent",
	u"consitently": u"consistently",
	u"juniour": u"junior",
	u"festivle": u"festival",
	u"portugal": u"Portugal",
	u"portuguese": u"Portuguese",
	u"brazil": u"Brazil",
	u"brazilian": u"Brazilian",
	u"soild": u"soils",
	u"australia": u"Australia",
	u"australian": u"Australian",
	u"irish": u"Irish",
	u"ireland": u"Ireland",
	u"england": u"England",
	u"english": u"English",
	u"gemini": u"Gemini",
	u"virgo": u"Virgo",
	u"libra": u"Libra",
	u"scorpio": u"Scorpio",
	u"sagittarius": u"Sagittarius",
	u"capricorn": u"Capricorn",
	u"capricornus": u"Capricornus",
	u"aquarius": u"Aquarius",
	u"pisces": u"Pisces",
	u"roms": u"ROMs",
	u"cds": u"CDs",
	u"lp": u"LP",
	u"lps": u"LPs",
	u"dvd": u"DVD",
	u"dvds": u"DVDs",
	u"pc": u"PC",
	u"pcs": u"PCs",
	u"tvs": u"TVs",
	u"dissapoint": u"disappoint",
	u"dissapoints": u"disappoints",
	u"dissapointed": u"disappointed",
	u"dissapointing": u"disappointing",
	u"dissapointment": u"disappointment",
	#Mine
	u"figther": u"fighter",
	u"figthers": u"fighters",
	u"fligth": u"flight",
	u"nigth": u"night",
	u"tecnical": u"technical",
	u"japanese": u"Japanese",
	u"japan": u"Japan",
	u"rigth": u"right",
	u"rigths": u"rights",
	u"january": u"January",
	u"february": u"February",
	u"april": u"April",
	u"june": u"June",
	u"july": u"July",
	u"august": u"August",
	u"september": u"September",
	u"october": u"October",
	u"november": u"November",
	u"december": u"December",
	u"monday": u"Monday",
	u"tuesday": u"Tuesday",
	u"wednesday": u"Wednesday",
	u"thursday": u"Thursday",
	u"friday": u"Friday",
	u"saturday": u"Saturday",
	u"sunday": u"Sunday",
	u"abilties": u"abilities",
	u"austrailia": u"Australia",
	u"authorites": u"authorities",
	u"cananda": u"Canada",
	u"canda": u"Canada",
	u"candian": u"Canadian",
	#u"catedral": u"cathedral",
	u"caucassian": u"Caucasian",
	u"commmander": u"commander",
	u"consistancy": u"consistency",
	u"conversly": u"conversely",
	u"eurpoe": u"Europe",
	u"extrernal": u"external",
	u"febuary": u"February",
	u"flordia": u"Florida",
	u"fubruary": u"February",
	u"guiness": u"Guinness",
	u"isreal": u"Israel",
	u"louisana": u"Louisiana",
	u"maffia": u"Mafia",
	u"medievial": u"medieval",
	u"metropolitian": u"metropolitan",
	u"norweigan": u"Norwegian",
	u"norweigans": u"Norwegians",
	u"oktober": u"October",
	u"orginally": u"originally",
	u"Philidelphia": u"Philadelphia",
	u"pretains": u"pertains",
	u"refrences": u"references",
	u"Scandanavian": u"Scandinavian",
	u"schizphrenia": u"schizophrenia",
	u"abritrary": u"arbitrary",
	u"abundunt": u"abundant",
	u"acadmic": u"academic",
	u"accelleration": u"acceleration",
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	u"analitic": u"analytic",
	u"anbd": u"and",
	u"androgeny": u"androgyny",
	u"anihilation": u"annihilation",
	u"annoint": u"anoint",
	u"annointed": u"anointed",
	u"annointing": u"anointing",
	u"annoints": u"anoints",
	u"annuled": u"annulled",
	u"anomolies": u"anomalies",
	u"anomolous": u"anomalous",
	u"anomoly": u"anomaly",
	u"anonimity": u"anonymity",
	u"anounced": u"announced",
	u"ansalisation": u"nasalisation",
	u"ansalization": u"nasalization",
	u"anthromorphization": u"anthropomorphization",
	u"anyhwere": u"anywhere",
	u"anytying": u"anything",
	u"Apenines": u"Apennines",
	u"aparent": u"apparent",
	u"aplication": u"application",
	u"apolegetics": u"apologetics",
	u"apparant": u"apparent",
	u"appart": u"apart",
	u"appartment": u"apartment",
	u"appartments": u"apartments",
	u"appearence": u"appearance",
	u"appearences": u"appearances",
	u"Appenines": u"Apennines",
	u"apperance": u"appearance",
	u"apperances": u"appearances",
	u"appologies": u"apologies",
	u"appology": u"apology",
	u"apprieciate": u"appreciate",
	u"approachs": u"approaches",
	u"appropiate": u"appropriate",
	u"approximitely": u"approximately",
	u"aproximately": u"approximately",
	u"aquaintance": u"acquaintance",
	u"aquainted": u"acquainted",
	u"aquiantance": u"acquaintance",
	u"aquire": u"acquire",
	u"aquired": u"acquired",
	u"aquiring": u"acquiring",
	u"aquisition": u"acquisition",
	u"aquitted": u"acquitted",
	u"arangement": u"arrangement",
	u"arbitary": u"arbitrary",
	u"arbitarily": u"arbitrarily",
	u"archetect": u"architect",
	u"archetects": u"architects",
	u"archetecture": u"architecture",
	u"archetectural": u"architectural",
	u"archetecturally": u"architecturally",
	u"Archimedian": u"Archimedean",
	u"archtype": u"archetype",
	u"archtypes": u"archetypes",
	u"artical": u"article",
	u"articel": u"article",
	u"artifical": u"artificial",
	u"artifically": u"artificially",
	u"artillary": u"artillery",
	u"asetic": u"ascetic",
	u"aslo": u"also",
	u"asociated": u"associated",
	u"asorbed": u"absorbed",
	u"assasinate": u"assassinate",
	u"assasinated": u"assassinated",
	u"assasinates": u"assassinates",
	u"assasination": u"assassination",
	u"assasinations": u"assassinations",
	u"assasins": u"assassins",
	u"assemple": u"assemble",
	u"assitant": u"assistant",
	u"assocation": u"association",
	u"assymetric": u"asymmetric",
	u"asteriod": u"asteroid",
	u"asthetic": u"aesthetic",
	u"asthetical": u"aesthetic",
	u"asthetically": u"aesthetically",
	u"atheistical": u"atheistic",
	u"atribute": u"attribute",
	u"atributed": u"attributed",
	u"atributes": u"attributes",
	u"attemt": u"attempt",
	u"attemted": u"attempted",
	u"attemting": u"attempting",
	u"attemts": u"attempts",
	u"attendence": u"attendance",
	u"attendent": u"attendant",
	u"attendents": u"attendants",
	u"attitide": u"attitude",
	u"audeince": u"audience",
	u"authobiographic": u"autobiographic",
	u"authobiography": u"autobiography",
	u"authorative": u"authoritative",
	u"authoritive": u"authoritative",
	u"autochtonous": u"autochthonous",
	u"autoctonous": u"autochthonous",
	u"auxillaries": u"auxiliaries",
	u"auxillary": u"auxiliary",
	u"auxilliaries": u"auxiliaries",
	u"auxilliary": u"auxiliary",
	u"availiable": u"available",
	u"availible": u"available",
	u"avalable": u"available",
	u"avaliable": u"available",
	u"avalance": u"avalanche",
	u"avation": u"aviation",
	u"averageed": u"averaged",
	u"awya": u"away",
	u"bakc": u"back",
	u"bandwith": u"bandwidth",
	u"bankrupcy": u"bankruptcy",
	u"basicly": u"basically",
	u"basicaly": u"basically",
	u"bcak": u"back",
	u"beacuse": u"because",
	u"beastiality": u"bestiality",
	u"beatiful": u"beautiful",
	u"beaurocracy": u"bureaucracy",
	u"beautyfull": u"beautiful",
	u"becasue": u"because",
	u"becamae": u"became",
	u"becomming": u"becoming",
	u"becouse": u"because",
	u"becuase": u"because",
	u"befoer": u"before",
	u"begginer": u"beginner",
	u"begginers": u"beginners",
	u"beggining": u"beginning",
	u"begginings": u"beginnings",
	u"begining": u"beginning",
	u"beginnig": u"beginning",
	u"beleagured": u"beleaguered",
	u"beleif": u"belief",
	u"beleive": u"believe",
	u"beleived": u"believed",
	u"beleives": u"believes",
	u"beleiving": u"believing",
	u"beneficary": u"beneficiary",
	u"benificial": u"beneficial",
	u"benifit": u"benefit",
	u"benifits": u"benefits",
	u"bergamont": u"bergamot",
	u"Bernouilli": u"Bernoulli",
	u"beseige": u"besiege",
	u"beseiged": u"besieged",
	u"beseiging": u"besieging",
	u"bilateraly": u"bilaterally",
	u"blaim": u"blame",
	u"blaimed": u"blamed",
	u"Blitzkreig": u"Blitzkrieg",
	u"bondary": u"boundary",
	u"boundry": u"boundary",
	u"bouyancy": u"buoyancy",
	u"bouyant": u"buoyant",
	u"boyant": u"buoyant",
	u"Brasillian": u"Brazilian",
	u"breakthough": u"breakthrough",
	u"briliant": u"brilliant",
	u"Britian": u"Britain",
	u"Brittish": u"British",
	u"broady": u"broadly",
	u"buisness": u"business",
	u"busness": u"business",
	u"caligraphy": u"calligraphy",
	u"caluclate": u"calculate",
	u"caluclated": u"calculated",
	u"caluculate": u"calculate",
	u"caluculated": u"calculated",
	u"calulate": u"calculate",
	u"calulated": u"calculated",
	u"Cambrige": u"Cambridge",
	u"campain": u"campaign",
	u"campains": u"campaigns",
	u"candadate": u"candidate",
	u"cannister": u"canister",
	u"cannisters": u"canisters",
	u"cannonical": u"canonical",
	u"cannotation": u"connotation",
	u"cannotations": u"connotations",
	u"caost": u"coast",
	u"caperbility": u"capability",
	u"captial": u"capital",
	u"carachter": u"character",
	u"careing": u"caring",
	u"carismatic": u"charismatic",
	u"Carmalite": u"Carmelite",
	u"carniverous": u"carnivorous",
	u"Carribbean": u"Caribbean",
	u"Carribean": u"Caribbean",
	u"Carthagian": u"Carthaginian",
	u"carthographer": u"cartographer",
	u"cartilege": u"cartilage",
	u"cartilidge": u"cartilage",
	u"cartrige": u"cartridge",
	u"casion": u"caisson",
	u"cassawory": u"cassowary",
	u"cassowarry": u"cassowary",
	u"casulaties": u"casualties",
	u"casulaty": u"casualty",
	u"catagories": u"categories",
	u"catagory": u"category",
	u"cathlic": u"catholic",
	u"catterpilar": u"caterpillar",
	u"catterpilars": u"caterpillars",
	u"Ceasar": u"Caesar",
	u"Celcius": u"Celsius",
	u"cementary": u"cemetery",
	u"cemetarey": u"cemetery",
	u"cemetaries": u"cemeteries",
	u"cencus": u"census",
	u"centruies": u"centuries",
	u"centruy": u"century",
	u"cerimonial": u"ceremonial",
	u"cerimonies": u"ceremonies",
	u"cerimonious": u"ceremonious",
	u"cerimony": u"ceremony",
	u"certainity": u"certainty",
	u"Champange": u"Champagne",
	u"changable": u"changeable",
	u"charachter": u"character",
	u"charachters": u"characters",
	u"charaterized": u"characterized",
	u"charistics": u"characteristics",
	u"chariman": u"chairman",
	u"cheif": u"chief",
	u"chemcial": u"chemical",
	u"chemcially": u"chemically",
	u"chemestry": u"chemistry",
	u"chemicaly": u"chemically",
	u"childbird": u"childbirth",
	u"choosen": u"chosen",
	u"Cincinatti": u"Cincinnati",
	u"Cincinnatti": u"Cincinnati",
	u"ciricuit": u"circuit",
	u"civillian": u"civilian",
	u"claer": u"clear",
	u"claerer": u"clearer",
	u"claerly": u"clearly",
	u"clasic": u"classic",
	u"clasical": u"classical",
	u"clasically": u"classically",
	u"cleareance": u"clearance",
	u"clincial": u"clinical",
	u"clinicaly": u"clinically",
	u"coform": u"conform",
	u"colateral": u"collateral",
	u"collegue": u"colleague",
	u"collegues": u"colleagues",
	u"collonade": u"colonnade",
	u"collonies": u"colonies",
	u"collony": u"colony",
	u"collosal": u"colossal",
	u"comisioned": u"commissioned",
	u"comisioner": u"commissioner",
	u"comisioning": u"commissioning",
	u"comisions": u"commissions",
	u"comission": u"commission",
	u"comissioned": u"commissioned",
	u"comissioner": u"commissioner",
	u"comissioning": u"commissioning",
	u"comissions": u"commissions",
	u"comited": u"committed",
	u"comiting": u"committing",
	u"comittee": u"committee",
	u"comitted": u"committed",
	u"comitting": u"committing",
	u"commemerative": u"commemorative",
	u"commerical": u"commercial",
	u"commerically": u"commercially",
	u"commericial": u"commercial",
	u"commericially": u"commercially",
	u"commisioned": u"commissioned",
	u"commisioner": u"commissioner",
	u"commisioning": u"commissioning",
	u"commisions": u"commissions",
	u"commited": u"committed",
	u"committment": u"commitment",
	u"comming": u"coming",
	u"committe": u"committee",
	u"commitee": u"committee",
	u"commiting": u"committing",
	u"commemmorate": u"commemorate",
	u"commmemorated": u"commemorated",
	u"commongly": u"commonly",
	u"communciation": u"communication",
	u"comparision": u"comparison",
	u"comparitive": u"comparative",
	u"comparitively": u"comparatively",
	u"compatable": u"compatible",
	u"compatability": u"compatibility",
	u"compatabilities": u"compatibilities",
	u"compatablity": u"compatibility",
	u"compatablities": u"compatibilities",
	u"compatiblity": u"compatibility",
	u"compatiblities": u"compatibilities",
	u"competance": u"competence",
	u"competant": u"competent",
	u"competive": u"competitive",
	u"comphrehensive": u"comprehensive",
	u"compitent": u"competent",
	u"complier": u"compiler",
	u"comprimise": u"compromise",
	u"concensus": u"consensus",
	u"concider": u"consider",
	u"concidered": u"considered",
	u"conciders": u"considers",
	u"concious": u"conscious",
	u"conciously": u"consciously",
	u"conciousness": u"consciousness",
	u"condemmed": u"condemned",
	u"condidtion": u"condition",
	u"condidtions": u"conditions",
	u"confidental": u"confidential",
	u"confidentally": u"confidentially",
	u"congradulations": u"congratulations",
	u"congresional": u"congressional",
	u"conived": u"connived",
	u"conjecutre": u"conjecture",
	u"Conneticut": u"Connecticut",
	u"conquerer": u"conqueror",
	u"conquerers": u"conquerors",
	u"conscent": u"consent",
	u"consdider": u"consider",
	u"consdidered": u"considered",
	u"consentrate": u"concentrate",
	u"consentrated": u"concentrated",
	u"consentrates": u"concentrates",
	u"consept": u"concept",
	u"consern": u"concern",
	u"conserned": u"concerned",
	u"conserning": u"concerning",
	u"conservitive": u"conservative",
	u"considerd": u"considered",
	u"consistant": u"consistent",
	u"consituencies": u"constituencies",
	u"consituency": u"constituency",
	u"consitutional": u"constitutional",
	u"consitution": u"constitution",
	u"consolodate": u"consolidate",
	u"consolodated": u"consolidated",
	u"consonent": u"consonant",
	u"consonents": u"consonants",
	u"consorcium": u"consortium",
	u"constaints": u"constraints",
	u"constanly": u"constantly",
	u"constatn": u"constant",
	u"constituant": u"constituent",
	u"constituants": u"constituents",
	u"constituion": u"constitution",
	u"constituional": u"constitutional",
	u"constuction": u"construction",
	u"consumate": u"consummate",
	u"consumated": u"consummated",
	u"contaiminate": u"contaminate",
	u"containes": u"contains",
	u"contamporaries": u"contemporaries",
	u"contamporary": u"contemporary",
	u"continous": u"continuous",
	u"continously": u"continuously",
	u"continueing": u"continuing",
	u"contravercial": u"controversial",
	u"contraversy": u"controversy",
	u"contributer": u"contributor",
	u"contributers": u"contributors",
	u"controled": u"controlled",
	u"controling": u"controlling",
	u"controll": u"control",
	u"controlls": u"controls",
	u"controvercial": u"controversial",
	u"controvercy": u"controversy",
	u"controveries": u"controversies",
	u"controvery": u"controversy",
	u"conveinent": u"convenient",
	u"convenant": u"covenant",
	u"convential": u"conventional",
	u"convertion": u"conversion",
	u"convertor": u"converter",
	u"convertors": u"converters",
	u"convienient": u"convenient",
	u"coordiantion": u"coordination",
	u"corosion": u"corrosion",
	u"corparate": u"corporate",
	u"correponding": u"corresponding",
	u"correposding": u"corresponding",
	u"correspondant": u"correspondent",
	u"corrispond": u"correspond",
	u"corrispondant": u"correspondent",
	u"corrispondants": u"correspondents",
	u"corrisponding": u"corresponding",
	u"corrisponded": u"corresponded",
	u"corrisponds": u"corresponds",
	u"costitution": u"constitution",
	u"countains": u"contains",
	u"creaeted": u"created",
	u"critereon": u"criterion",
	u"criticists": u"critics",
	u"critisism": u"criticism",
	u"critisisms": u"criticisms",
	u"crucifiction": u"crucifixion",
	u"crusies": u"cruises",
	u"culiminating": u"culminating",
	u"cumulatative": u"cumulative",
	u"curch": u"church",
	u"currenly": u"currently",
	u"cxan": u"cyan",
	u"dalmation": u"Dalmatian",
	u"damenor": u"demeanor",
	u"Dardenelles": u"Dardanelles",
	u"debateable": u"debatable",
	u"decendant": u"descendant",
	u"decendants": u"descendants",
	u"decendent": u"descendant",
	u"decendents": u"descendants",
	u"decideable": u"decidable",
	u"decidely": u"decidedly",
	u"decieved": u"deceived",
	u"decomposit": u"decompose",
	u"decomposits": u"decomposes",
	u"decompositing": u"decomposing",
	u"decomposited": u"decomposed",
	u"decribe": u"describe",
	u"decribed": u"described",
	u"decribes": u"describes",
	u"decribing": u"describing",
	u"deffine": u"define",
	u"deffined": u"defined",
	u"definance": u"defiance",
	u"definate": u"definite",
	u"definately": u"definitely",
	u"definatly": u"definitely",
	u"definetly": u"definitely",
	u"definit": u"definite",
	u"definitly": u"definitely",
	u"demenor": u"demeanor",
	u"demographical": u"demographic",
	u"denegrating": u"denigrating",
	u"deriviated": u"derived",
	u"derogitory": u"derogatory",
	u"desgined": u"designed",
	u"descuss": u"discuss",
	u"descision": u"decision",
	u"descisions": u"decisions",
	u"deside": u"decide",
	u"desintegrated": u"disintegrated",
	u"desintegration": u"disintegration",
	u"desireable": u"desirable",
	u"despiration": u"desperation",
	u"dessicated": u"desiccated",
	u"dessigned": u"designed",
	u"detailled": u"detailed",
	u"detatched": u"detached",
	u"detremental": u"detrimental",
	u"determinining": u"determining",
	u"develope": u"develop",
	u"devolopement": u"development",
	u"developped": u"developed",
	u"devide": u"divide",
	u"devided": u"divided",
	u"diaster": u"disaster",
	u"dicover": u"discover",
	u"dicovered": u"discovered",
	u"dicovers": u"discovers",
	u"dicovering": u"discovering",
	u"dicovery": u"discovery",
	u"didnt": u"didn't",
	u"dieties": u"deities",
	u"diety": u"deity",
	u"diferent": u"different",
	u"diferrent": u"different",
	u"diffrent": u"different",
	u"dificulties": u"difficulties",
	u"dificulty": u"difficulty",
	u"dimenions": u"dimensions",
	u"dimention": u"dimension",
	u"dimentional": u"dimensional",
	u"dimentions": u"dimensions",
	u"diphtong": u"diphthong",
	u"diphtongs": u"diphthongs",
	u"dipthong": u"diphthong",
	u"dipthongs": u"diphthongs",
	u"dirived": u"derived",
	u"disaproval": u"disapproval",
	u"disasterous": u"disastrous",
	u"disatisfaction": u"dissatisfaction",
	u"disatisfied": u"dissatisfied",
	u"discontentment": u"discontent",
	u"discribe": u"describe",
	u"discribed": u"described",
	u"discribes": u"describes",
	u"discribing": u"describing",
	u"disctinction": u"distinction",
	u"disctinctive": u"distinctive",
	u"disemination": u"dissemination",
	u"disenchanged": u"disenchanted",
	u"disolved": u"dissolved",
	u"disobediance": u"disobedience",
	u"disobediant": u"disobedient",
	u"dispair": u"despair",
	u"disparingly": u"disparagingly",
	u"dispence": u"dispense",
	u"dispenced": u"dispensed",
	u"dispencing": u"dispensing",
	u"dispicable": u"despicable",
	u"dispite": u"despite",
	u"disputandem": u"disputandum",
	u"dissagreement": u"disagreement",
	u"dissapear": u"disappear",
	u"dissapeared": u"disappeared",
	u"dissapearing": u"disappearing",
	u"dissapears": u"disappears",
	u"dissappear": u"disappear",
	u"dissappears": u"disappears",
	u"dissobediance": u"disobedience",
	u"dissobediant": u"disobedient",
	u"dissobedience": u"disobedience",
	u"dissobedient": u"disobedient",
	u"distingish": u"distinguish",
	u"distingished": u"distinguished",
	u"distingishes": u"distinguishes",
	u"distingishing": u"distinguishing",
	u"distructive": u"destructive",
	u"divice": u"device",
	u"divison": u"division",
	u"divisons": u"divisions",
	u"doccument": u"document",
	u"doccumented": u"documented",
	u"doccuments": u"documents",
	u"doens": u"does",
	u"doesnt": u"doesn't",
	u"doign": u"doing",
	u"dominent": u"dominant",
	u"dominiant": u"dominant",
	u"donig": u"doing",
	u"dramtic": u"dramatic",
	u"draughtman": u"draughtsman",
	u"Dravadian": u"Dravidian",
	u"dreasm": u"dreams",
	u"driectly": u"directly",
	u"drnik": u"drink",
	u"druming": u"drumming",
	u"durring": u"during",
	u"earnt": u"earned",
	u"eclispe": u"eclipse",
	u"efel": u"evil",
	u"effeciency": u"efficiency",
	u"effecient": u"efficient",
	u"effeciently": u"efficiently",
	u"efficency": u"efficiency",
	u"efficent": u"efficient",
	u"efficently": u"efficiently",
	u"effulence": u"effluence",
	u"eigth": u"eighth",
	u"electrial": u"electrical",
	u"electricly": u"electrically",
	u"electricty": u"electricity",
	u"eleminated": u"eliminated",
	u"eleminating": u"eliminating",
	u"eles": u"else",
	u"elicided": u"elicited",
	u"eligable": u"eligible",
	u"elimentary": u"elementary",
	u"elphant": u"elephant",
	u"embarras": u"embarrass",
	u"embarrased": u"embarrassed",
	u"embarrasing": u"embarrassing",
	u"embarrasment": u"embarrassment",
	u"embarass": u"embarrass",
	u"embarassed": u"embarrassed",
	u"embarassing": u"embarrassing",
	u"embarassment": u"embarrassment",
	u"embezelled": u"embezzled",
	u"eminate": u"emanate",
	u"emision": u"emission",
	u"emited": u"emitted",
	u"emiting": u"emitting",
	u"emmediately": u"immediately",
	u"emmigrated": u"emigrated",
	u"emminently": u"eminently",
	u"emmision": u"emission",
	u"emmisarries": u"emissaries",
	u"emmisarry": u"emissary",
	u"emmisaries": u"emissaries",
	u"emmisary": u"emissary",
	u"emmited": u"emitted",
	u"emmiting": u"emitting",
	u"emmitted": u"emitted",
	u"emmitting": u"emitting",
	u"emnity": u"enmity",
	u"emperical": u"empirical",
	u"emphysyma": u"emphysema",
	u"encryptiion": u"encryption",
	u"endevour": u"endeavour",
	u"endolithes": u"endoliths",
	u"engeneer": u"engineer",
	u"engeneering": u"engineering",
	u"engieneer": u"engineer",
	u"engieneers": u"engineers",
	u"enlargment": u"enlargement",
	u"enlargments": u"enlargements",
	u"enourmous": u"enormous",
	u"enourmously": u"enormously",
	u"entrepeneur": u"entrepreneur",
	u"entrepeneurs": u"entrepreneurs",
	u"enviorment": u"environment",
	u"enviormental": u"environmental",
	u"enviormentally": u"environmentally",
	u"enviorments": u"environments",
	u"enviornment": u"environment",
	u"enviornmental": u"environmental",
	u"enviornmentalist": u"environmentalist",
	u"enviornmentally": u"environmentally",
	u"enviornments": u"environments",
	u"enviroment": u"environment",
	u"enviromental": u"environmental",
	u"enviromentalist": u"environmentalist",
	u"enviromentally": u"environmentally",
	u"enviroments": u"environments",
	u"enxt": u"next",
	u"equilibium": u"equilibrium",
	u"equilibrum": u"equilibrium",
	u"equiped": u"equipped",
	u"equippment": u"equipment",
	u"equitorial": u"equatorial",
	u"equivelant": u"equivalent",
	u"equivelent": u"equivalent",
	u"equivilant": u"equivalent",
	u"equivilent": u"equivalent",
	u"eratic": u"erratic",
	u"eraticly": u"erratically",
	u"esle": u"else",
	u"esential": u"essential",
	u"essencial": u"essential",
	u"essense": u"essence",
	u"essesital": u"essential",
	u"essentual": u"essential",
	u"Europian": u"European",
	u"Europians": u"Europeans",
	u"Eurpean": u"European",
	u"Eurpoean": u"European",
	u"eveyr": u"every",
	u"evidentally": u"evidently",
	u"exagerate": u"exaggerate",
	u"exagerated": u"exaggerated",
	u"exagerates": u"exaggerates",
	u"exagerating": u"exaggerating",
	u"exagerrate": u"exaggerate",
	u"exagerrated": u"exaggerated",
	u"exagerrates": u"exaggerates",
	u"exagerrating": u"exaggerating",
	u"exampt": u"exempt",
	u"excecute": u"execute",
	u"excecuted": u"executed",
	u"excecutes": u"executes",
	u"excecuting": u"executing",
	u"excecution": u"execution",
	u"excedded": u"exceeded",
	u"excell": u"excel",
	u"excells": u"excels",
	u"exelent": u"excellent",
	u"exerbate": u"exacerbate",
	u"exerbated": u"exacerbated",
	u"exerpt": u"excerpt",
	u"exerpts": u"excerpts",
	u"exerternal": u"external",
	u"exhalted": u"exalted",
	u"exibition": u"exhibition",
	u"exibitions": u"exhibitions",
	u"existance": u"existence",
	u"exmaple": u"example",
	u"exoskelaton": u"exoskeleton",
	u"expalin": u"explain",
	u"expell": u"expel",
	u"expells": u"expels",
	u"exploititive": u"exploitative",
	u"extered": u"exerted",
	u"extraterrestial": u"extraterrestrial",
	u"extraterrestials": u"extraterrestrials",
	u"extravagent": u"extravagant",
	u"extremeophile": u"extremophile",
	u"extrordinarily": u"extraordinarily",
	u"extrordinary": u"extraordinary",
	u"eyar": u"year",
	u"eyasr": u"years",
	u"faciliate": u"facilitate",
	u"faciliated": u"facilitated",
	u"facinated": u"fascinated",
	u"fanatism": u"fanaticism",
	u"Farenheit": u"Fahrenheit",
	u"faught": u"fought",
	u"Febuary": u"February",
	u"feromone": u"pheromone",
	u"fianlly": u"finally",
	u"ficticious": u"fictitious",
	u"fictious": u"fictitious",
	u"fidn": u"find",
	u"filiament": u"filament",
	u"finaly": u"finally",
	u"financialy": u"financially",
	u"firends": u"friends",
	u"Flemmish": u"Flemish",
	u"florescent": u"fluorescent",
	u"fluorish": u"flourish",
	u"fonetic": u"phonetic",
	u"forfiet": u"forfeit",
	u"forhead": u"forehead",
	u"foriegn": u"foreign",
	u"Formalhaut": u"Fomalhaut",
	u"formallize": u"formalize",
	u"formallized": u"formalized",
	u"formost": u"foremost",
	u"forseeable": u"foreseeable",
	u"forunner": u"forerunner",
	u"foudn": u"found",
	u"fougth": u"fought",
	u"foundaries": u"foundries",
	u"foundary": u"foundry",
	u"fourty": u"forty",
	u"Fransiscan": u"Franciscan",
	u"Fransiscans": u"Franciscans",
	u"freind": u"friend",
	u"fundametal": u"fundamental",
	u"fundametals": u"fundamentals",
	u"furuther": u"further",
	u"funguses": u"fungi",
	u"futher": u"further",
	u"futhermore": u"furthermore",
	u"galatic": u"galactic",
	u"garantee": u"guarantee",
	u"garanteed": u"guaranteed",
	u"garantees": u"guarantees",
	u"gauarana": u"guarana",
	u"gaurantee": u"guarantee",
	u"gauranteed": u"guaranteed",
	u"gaurantees": u"guarantees",
	u"gaurentee": u"guarantee",
	u"gaurenteed": u"guaranteed",
	u"gaurentees": u"guarantees",
	u"geneologies": u"genealogies",
	u"geneology": u"genealogy",
	u"generaly": u"generally",
	u"genialia": u"genitalia",
	u"geometrician": u"geometer",
	u"geometricians": u"geometers",
	u"gerat": u"great",
	u"Ghandi": u"Gandhi",
	u"godess": u"goddess",
	u"godesses": u"goddesses",
	u"goign": u"going",
	u"gonig": u"going",
	u"gouvener": u"governor",
	u"governer": u"governor",
	u"goverment": u"government",
	u"govermental": u"governmental",
	u"govorment": u"government",
	u"govormental": u"governmental",
	u"graet": u"great",
	u"grafitti": u"graffiti",
	u"grammaticaly": u"grammatically",
	u"gramatically": u"grammatically",
	u"gratuitious": u"gratuitous",
	u"greatful": u"grateful",
	u"greatfully": u"gratefully",
	u"greif": u"grief",
	u"gropu": u"group",
	u"groupsex": u"group sex",
	u"grwo": u"grow",
	u"guage": u"gauge",
	u"guarentee": u"guarantee",
	u"guarenteed": u"guaranteed",
	u"guarentees": u"guarantees",
	u"Guatamala": u"Guatemala",
	u"Guatamalan": u"Guatemalan",
	u"guidence": u"guidance",
	u"Guiness": u"Guinness",
	u"Guiseppe": u"Giuseppe",
	u"gunanine": u"guanine",
	u"gurantee": u"guarantee",
	u"guranteed": u"guaranteed",
	u"gurantees": u"guarantees",
	u"guttaral": u"guttural",
	u"gutteral": u"guttural",
	u"Habsbourg": u"Habsburg",
	u"hapen": u"happen",
	u"hapened": u"happened",
	u"happended": u"happened",
	u"hapening": u"happening",
	u"harased": u"harassed",
	u"harases": u"harasses",
	u"harasment": u"harassment",
	u"harasments": u"harassments",
	u"harras": u"harass",
	u"harrasing": u"harassing",
	u"harrased": u"harassed",
	u"harrases": u"harasses",
	u"harrasment": u"harassment",
	u"harrasments": u"harassments",
	u"harrassed": u"harassed",
	u"harrasses": u"harasses",
	u"harrassment": u"harassment",
	u"harrassments": u"harassments",
	u"hasnt": u"hasn't",
	u"headquater": u"headquarter",
	u"headquatered": u"headquartered",
	u"headquaters": u"headquarters",
	u"heared": u"heard",
	u"heigher": u"higher",
	u"heirarchy": u"hierarchy",
	u"heiroglyphics": u"hieroglyphics",
	u"hemmorhage": u"hemorrhage",
	u"heroe": u"hero",
	u"hieght": u"height",
	u"hierachical": u"hierarchical",
	u"hierachies": u"hierarchies",
	u"hierachy": u"hierarchy",
	u"hierarcical": u"hierarchical",
	u"hierarcy": u"hierarchy",
	u"hieroglph": u"hieroglyph",
	u"hieroglphs": u"hieroglyphs",
	u"higer": u"higher",
	u"higest": u"highest",
	u"hinderence": u"hindrance",
	u"hindrence": u"hindrance",
	u"helpfull": u"helpful",
	u"hipopotamus": u"hippopotamus",
	u"hismelf": u"himself",
	u"histocompatability": u"histocompatibility",
	u"homogeneize": u"homogenize",
	u"homogeneized": u"homogenized",
	u"honory": u"honorary",
	u"horrifing": u"horrifying",
	u"howver": u"however",
	u"htey": u"they",
	u"hting": u"thing",
	u"htikn": u"think",
	u"htink": u"think",
	u"htis": u"this",
	u"humoural": u"humoral",
	u"hvae": u"have",
	u"hvaing": u"having",
	u"hwihc": u"which",
	u"hwile": u"while",
	u"hwole": u"whole",
	u"hydropile": u"hydrophile",
	u"hydropilic": u"hydrophilic",
	u"hydropobe": u"hydrophobe",
	u"hydropobic": u"hydrophobic",
	u"hygeine": u"hygiene",
	u"hypocracy": u"hypocrisy",
	u"hypocrasy": u"hypocrisy",
	u"hypocricy": u"hypocrisy",
	u"hypocrit": u"hypocrite",
	u"hypocrits": u"hypocrites",
	u"iconclastic": u"iconoclastic",
	u"idaes": u"ideas",
	u"idealogies": u"ideologies",
	u"idealogy": u"ideology",
	u"identicial": u"identical",
	u"ideosyncratic": u"idiosyncratic",
	u"Ihaca": u"Ithaca",
	u"illegimacy": u"illegitimacy",
	u"illegitmate": u"illegitimate",
	u"illution": u"illusion",
	u"ilogical": u"illogical",
	u"imagenary": u"imaginary",
	u"imagin": u"imagine",
	u"imediately": u"immediately",
	u"imense": u"immense",
	u"immidately": u"immediately",
	u"immidiately": u"immediately",
	u"immediatley": u"immediately",
	u"immitate": u"imitate",
	u"immitated": u"imitated",
	u"immitating": u"imitating",
	u"immitator": u"imitator",
	u"immunosupressant": u"immunosuppressant",
	u"impedence": u"impedance",
	u"improvision": u"improvisation",
	u"inaccessable": u"inaccessible",
	u"inappropiate": u"inappropriate",
	u"inaugures": u"inaugurates",
	u"inbalance": u"imbalance",
	u"inbalanced": u"imbalanced",
	u"incidently": u"incidentally",
	u"incompatable": u"incompatible",
	u"incompatability": u"incompatibility",
	u"incompatabilities": u"incompatibilities",
	u"incompatablity": u"incompatibility",
	u"incompatablities": u"incompatibilities",
	u"incompatiblity": u"incompatibility",
	u"incompatiblities": u"incompatibilities",
	u"incompetance": u"incompetence",
	u"incompetant": u"incompetent",
	u"inconsistant": u"inconsistent",
	u"incorperation": u"incorporation",
	u"incorruptable": u"incorruptible",
	u"increadible": u"incredible",
	u"incredable": u"incredible",
	u"inctroduced": u"introduced",
	u"inctroduce": u"introduce",
	u"incuding": u"including",
	u"incunabla": u"incunabula",
	u"indefinately": u"indefinitely",
	u"indefinitly": u"indefinitely",
	u"indepedantly": u"independently",
	u"independant": u"independent",
	u"independantly": u"independently",
	u"independece": u"independence",
	u"indipendent": u"independent",
	u"indipendently": u"independently",
	u"indispensible": u"indispensable",
	u"indisputibly": u"indisputably",
	u"indisputible": u"indisputable",
	u"indite": u"indict",
	u"indpendently": u"independently",
	u"indpendent": u"independent",
	u"indulgue": u"indulge",
	u"indutrial": u"industrial",
	u"inevatible": u"inevitable",
	u"inevitible": u"inevitable",
	u"infectuous": u"infectious",
	u"infilitrate": u"infiltrate",
	u"infilitrated": u"infiltrated",
	u"infinit": u"infinite",
	u"infomation": u"information",
	u"inflamation": u"inflammation",
	u"influencial": u"influential",
	u"influented": u"influenced",
	u"ingreediants": u"ingredients",
	u"initation": u"initiation",
	u"inmigrant": u"immigrant",
	u"inmigrants": u"immigrants",
	u"inocence": u"innocence",
	u"inot": u"into",
	u"inpeach": u"impeach",
	u"inpolite": u"impolite",
	u"inprisonment": u"imprisonment",
	u"insistance": u"insistence",
	u"insitution": u"institution",
	u"insitutions": u"institutions",
	u"instade": u"instead",
	u"instatance": u"instance",
	u"inteligence": u"intelligence",
	u"inteligent": u"intelligent",
	u"interchangable": u"interchangeable",
	u"interchangably": u"interchangeably",
	u"interelated": u"interrelated",
	u"interferance": u"interference",
	u"intergrated": u"integrated",
	u"intergration": u"integration",
	u"internation": u"international",
	u"interpet": u"interpret",
	u"interrugum": u"interregnum",
	u"intertaining": u"entertaining",
	u"interupt": u"interrupt",
	u"intial": u"initial",
	u"intially": u"initially",
	u"intrest": u"interest",
	u"intutive": u"intuitive",
	u"intutively": u"intuitively",
	u"inventer": u"inventor",
	u"invertibrates": u"invertebrates",
	u"involvment": u"involvement",
	u"irelevent": u"irrelevant",
	u"iresistable": u"irresistible",
	u"iresistably": u"irresistibly",
	u"iresistible": u"irresistible",
	u"iresistibly": u"irresistibly",
	u"iritable": u"irritable",
	u"iritated": u"irritated",
	u"ironicly": u"ironically",
	u"irregardless": u"regardless",
	u"irresistable": u"irresistible",
	u"irresistably": u"irresistibly",
	u"Israelies": u"Israelis",
	u"iwll": u"will",
	u"iwth": u"with",
	u"Japanes": u"Japanese",
	u"jeapardy": u"jeopardy",
	u"Johanine": u"Johannine",
	u"Jospeh": u"Joseph",
	u"journies": u"journeys",
	u"jstu": u"just",
	u"jsut": u"just",
	u"Juadaism": u"Judaism",
	u"Juadism": u"Judaism",
	u"judical": u"judicial",
	u"judisuary": u"judiciary",
	u"kindergarden": u"kindergarten",
	u"km2": u"km<sup>2</sup>",
	u"Km2": u"km<sup>2</sup>",
	u"knowlege": u"knowledge",
	u"knowlegeable": u"knowledgeable",
	u"konw": u"know",
	u"konws": u"knows",
	u"knive": u"knife",
	u"knifes": u"knives",
	u"knwo": u"know",
	u"knwos": u"knows",
	u"kwno": u"know",
	u"labratory": u"laboratory",
	u"laguage": u"language",
	u"laguages": u"languages",
	u"lavae": u"larvae",
	u"layed": u"laid",
	u"legitamate": u"legitimate",
	u"lenght": u"length",
	u"lerans": u"learns",
	u"leutenant": u"lieutenant",
	u"levetate": u"levitate",
	u"levetated": u"levitated",
	u"levetates": u"levitates",
	u"levetating": u"levitating",
	u"levle": u"level",
	u"libary": u"library",
	u"libguistic": u"linguistic",
	u"libguistics": u"linguistics",
	u"libell": u"libel",
	u"lieing": u"lying",
	u"liek": u"like",
	u"liekd": u"liked",
	u"liesure": u"leisure",
	u"Lightyear": u"Lightyear", # Exception: Buzz Lightyear's name...
	u"lightyear": u"light year",
	u"lightyears": u"light years",
	u"likelyhood": u"likelihood",
	u"Linnaena": u"Linnaean",
	u"litature": u"literature",
	u"literture": u"literature",
	u"liuke": u"like",
	u"livley": u"lively",
	u"loev": u"love",
	u"lonelyness": u"loneliness",
	u"lonley": u"lonely",
	u"lsat": u"last",
	u"Lukid": u"Likud",
	u"lveo": u"love",
	u"lvoe": u"love",
	u"Lybia": u"Libya",
	u"mackeral": u"mackerel",
	u"magolia": u"magnolia",
	u"maintainance": u"maintenance",
	u"maintainence": u"maintenance",
	u"maintance": u"maintenance",
	u"maintenence": u"maintenance",
	u"maintioned": u"mentioned",
	u"makse": u"makes",
	u"maltesian": u"Maltese",
	u"mamal": u"mammal",
	u"mamalian": u"mammalian",
	u"managment": u"management",
	u"manufature": u"manufacture",
	u"manufatured": u"manufactured",
	u"manufaturing": u"manufacturing",
	u"marjority": u"majority",
	u"marketting": u"marketing",
	u"marraige": u"marriage",
	u"marrage": u"marriage",
	u"marryied": u"married",
	u"Massachussets": u"Massachusetts",
	u"Massachussetts": u"Massachusetts",
	u"massmedia": u"mass media",
	u"mathamatics": u"mathematics",
	u"matheticians": u"mathematicians",
	u"mathmatician": u"mathematician",
	u"mathmaticians": u"mathematicians",
	u"medacine": u"medicine",
	u"Mediteranean": u"Mediterranean",
	u"meerkrat": u"meerkat",
	u"memeber": u"member",
	u"messanger": u"messenger",
	u"metalic": u"metallic",
	u"metalurgic": u"metallurgic",
	u"metalurgical": u"metallurgical",
	u"metalurgy": u"metallurgy",
	u"metamorphysis": u"metamorphosis",
	u"Michagan": u"Michigan",
	u"midwifes": u"midwives",
	u"mileau": u"milieu",
	u"milennia": u"millennia",
	u"milennium": u"millennium",
	u"mileu": u"milieu",
	u"millepede": u"millipede",
	u"millitary": u"military",
	u"miltary": u"military",
	u"minature": u"miniature",
	u"ministery": u"ministry",
	u"miscelaneous": u"miscellaneous",
	u"miscellanous": u"miscellaneous",
	u"miscellanious": u"miscellaneous",
	u"mischeivous": u"mischievous",
	u"mischevious": u"mischievous",
	u"mischievious": u"mischievous",
	u"misile": u"missile",
	u"misdameanor": u"misdemeanor",
	u"misdameanors": u"misdemeanors",
	u"misdemenor": u"misdemeanor",
	u"misdemenors": u"misdemeanors",
	u"mispelling": u"misspelling",
	u"Misouri": u"Missouri",
	u"Missisipi": u"Mississippi",
	u"Missisippi": u"Mississippi",
	u"mistery": u"mystery",
	u"misterious": u"mysterious",
	u"misteryous": u"mysterious",
	u"mkae": u"make",
	u"mkaes": u"makes",
	u"mkaing": u"making",
	u"mkea": u"make",
	u"modle": u"model",
	u"moent": u"moment",
	u"moeny": u"money",
	u"monestaries": u"monasteries",
	u"monolite": u"monolithic",
	u"montypic": u"monotypic",
	u"moreso": u"more so",
	u"morgage": u"mortgage",
	u"motiviated": u"motivated",
	u"movei": u"movie",
	u"mroe": u"more",
	u"mucuous": u"mucous",
	u"muder": u"murder",
	u"mudering": u"murdering",
	u"muncipalities": u"municipalities",
	u"muncipality": u"municipality",
	u"myraid": u"myriad",
	u"mysef": u"myself",
	u"mysogyny": u"misogyny",
	u"mysogynist": u"misogynist",
	u"mysterous": u"mysterious",
	u"Mythraic": u"Mithraic",
	u"Napoleonian": u"Napoleonic",
	u"naturaly": u"naturally",
	u"naturely": u"naturally",
	u"naturually": u"naturally",
	u"naturual": u"natural",
	u"Nazereth": u"Nazareth",
	u"neccessary": u"necessary",
	u"neccessarily": u"necessarily",
	u"neccesary": u"necessary",
	u"neccesarily": u"necessarily",
	u"necesary": u"necessary",
	u"necesarily": u"necessarily",
	u"neglible": u"negligible",
	u"negligable": u"negligible",
	u"negociate": u"negotiate",
	u"negociation": u"negotiation",
	u"negotation": u"negotiation",
	u"nessasarily": u"necessarily",
	u"nineth": u"ninth",
	u"ninteenth": u"nineteenth",
	u"ninty": u"ninety",
	u"nkow": u"know",
	u"nkwo": u"know",
	u"northen": u"northern",
	u"northereastern": u"northeastern",
	u"noteable": u"notable",
	u"noteably": u"notably",
	u"noteriety": u"notoriety",
	u"noth": u"north",
	u"nothern": u"northern",
	u"noticable": u"noticeable",
	u"noticeing": u"noticing",
	u"noticible": u"noticeable",
	u"noveau": u"nouveau",
	u"nucular": u"nuclear",
	u"nuculear": u"nuclear",
	u"nuisanse": u"nuisance",
	u"Nullabour": u"Nullarbor",
	u"nusance": u"nuisance",
	u"nutritent": u"nutrient",
	u"nutritents": u"nutrients",
	u"obediance": u"obedience",
	u"obediant": u"obedient",
	u"obstacal": u"obstacle",
	u"ocasion": u"occasion",
	u"ocasional": u"occasional",
	u"ocasionally": u"occasionally",
	u"ocasionaly": u"occasionally",
	u"ocasioned": u"occasioned",
	u"ocasions": u"occasions",
	u"ocassion": u"occasion",
	u"ocassional": u"occasional",
	u"ocassionally": u"occasionally",
	u"ocassioned": u"occasioned",
	u"ocassions": u"occasions",
	u"occassion": u"occasion",
	u"occassional": u"occasional",
	u"occassionally": u"occasionally",
	u"occassionaly": u"occasionally",
	u"occassioned": u"occasioned",
	u"occassions": u"occasions",
	u"occurance": u"occurrence",
	u"occurances": u"occurrences",
	u"occured": u"occurred",
	u"occurence": u"occurrence",
	u"occurences": u"occurrences",
	u"occuring": u"occurring",
	u"occurr": u"occur",
	u"occurrance": u"occurrence",
	u"occurrances": u"occurrences",
	u"octohedra": u"octahedra",
	u"octohedral": u"octahedral",
	u"octohedron": u"octahedron",
	u"ocuntry": u"country",
	u"ocuntries": u"countries",
	u"ocurr": u"occur",
	u"ocurrance": u"occurrence",
	u"ocurred": u"occurred",
	u"ocurrence": u"occurrence",
	u"offical": u"official",
	u"officaly": u"officially",
	u"offically": u"officially",
	u"officialy": u"officially",
	u"omision": u"omission",
	u"omited": u"omitted",
	u"omiting": u"omitting",
	u"ommision": u"omission",
	u"ommited": u"omitted",
	u"ommiting": u"omitting",
	u"ommitted": u"omitted",
	u"ommitting": u"omitting",
	u"omniverous": u"omnivorous",
	u"omniverously": u"omnivorously",
	u"omre": u"more",
	u"onyl": u"only",
	u"oponent": u"opponent",
	u"oportunity": u"opportunity",
	u"oposite": u"opposite",
	u"oposition": u"opposition",
	u"opression": u"oppression",
	u"opressive": u"oppressive",
	u"oppinion": u"opinion",
	u"opthalmic": u"ophthalmic",
	u"opthalmologist": u"ophthalmologist",
	u"opthalmology": u"ophthalmology",
	u"opthamologist": u"ophthalmologist",
	u"optomism": u"optimism",
	u"organim": u"organism",
	u"orginize": u"organise",
	u"originaly": u"originally",
	u"originnally": u"originally",
	u"origional": u"original",
	u"orignally": u"originally",
	u"otehr": u"other",
	u"overshaddowed": u"overshadowed",
	u"overwelming": u"overwhelming",
	u"owrk": u"work",
	u"owudl": u"would",
	u"oxigen": u"oxygen",
	u"oximoron": u"oxymoron",
	u"pagen": u"pagan",
	u"paliamentarian": u"parliamentarian",
	u"Palistian": u"Palestinian",
	u"Palistinian": u"Palestinian",
	u"Palistinians": u"Palestinians",
	u"pamplet": u"pamphlet",
	u"pantomine": u"pantomime",
	u"Papanicalou": u"Papanicolaou",
	u"paralel": u"parallel",
	u"paralelly": u"in parallel",
	u"paralely": u"in parallel",
	u"parallely": u"in parallel",
	u"paranthesis": u"parenthesis",
	u"paraphenalia": u"paraphernalia",
	u"parituclar": u"particular",
	u"parliment": u"parliament",
	u"parrakeets": u"parakeets",
	u"parralel": u"parallel",
	u"parrallel": u"parallel",
	u"parrallell": u"parallel",
	u"parrallelly": u"parallelly",
	u"parrallely": u"parallelly",
	u"partialy": u"partially",
	u"particularily": u"particularly",
	u"pased": u"passed",
	u"pasttime": u"pastime",
	u"pastural": u"pastoral",
	u"pattented": u"patented",
	u"peculure": u"peculiar",
	u"peice": u"piece",
	u"penatly": u"penalty",
	u"penisula": u"peninsula",
	u"pennisula": u"peninsula",
	u"peom": u"poem",
	u"peoms": u"poems",
	u"peopel": u"people",
	u"peotry": u"poetry",
	u"percepted": u"perceived",
	u"percieved": u"perceived",
	u"performence": u"performance",
	u"perhasp": u"perhaps",
	u"perheaps": u"perhaps",
	u"perhpas": u"perhaps",
	u"peripathetic": u"peripatetic",
	u"perjery": u"perjury",
	u"perjorative": u"pejorative",
	u"permanant": u"permanent",
	u"permenant": u"permanent",
	u"permissable": u"permissible",
	u"perogative": u"prerogative",
	u"perpindicular": u"perpendicular",
	u"persistance": u"persistence",
	u"persistant": u"persistent",
	u"personel": u"personnel",
	u"personell": u"personnel",
	u"personnell": u"personnel",
	u"persue": u"pursue",
	u"persuing": u"pursuing",
	u"persuit": u"pursuit",
	u"pertubation": u"perturbation",
	u"pertubations": u"perturbations",
	u"petetion": u"petition",
	u"pessiary": u"pessary",
	u"phenomenonal": u"phenomenal",
	u"phenomonenon": u"phenomenon",
	u"phenonmena": u"phenomena",
	u"Philipines": u"Philippines",
	u"Philipinnes": u"Philippines",
	u"philisopher": u"philosopher",
	u"philisophical": u"philosophical",
	u"philisophy": u"philosophy",
	u"Phillipine": u"Philippine",
	u"Phillipines": u"Philippines",
	u"Phillippines": u"Philippines",
	u"Phonecian": u"Phoenician",
	u"phongraph": u"phonograph",
	u"pich": u"pitch",
	u"pilgrimmage": u"pilgrimage",
	u"pilgrimmages": u"pilgrimages",
	u"pinapple": u"pineapple",
	u"pinnaple": u"pineapple",
	u"plantiff": u"plaintiff",
	u"playwrite": u"playwright",
	u"playwrites": u"playwrights",
	u"plesant": u"pleasant",
	u"Poincare": u"Poincaré",
	u"poisin": u"poison",
	u"polinator": u"pollinator",
	u"polinators": u"pollinators",
	u"polute": u"pollute",
	u"poluted": u"polluted",
	u"polutes": u"pollutes",
	u"poluting": u"polluting",
	u"polution": u"pollution",
	u"polysaccharid": u"polysaccharide",
	u"polysaccaride": u"polysaccharide",
	u"pomegranite": u"pomegranate",
	u"popularaty": u"popularity",
	u"Portugese": u"Portuguese",
	u"posess": u"possess",
	u"posessed": u"possessed",
	u"posesses": u"possesses",
	u"posessing": u"possessing",
	u"posession": u"possession",
	u"possable": u"possible",
	u"possably": u"possibly",
	u"posseses": u"possesses",
	u"possesion": u"possession",
	u"possesing": u"possessing",
	u"possibilty": u"possibility",
	u"possition": u"position",
	u"Postdam": u"Potsdam",
	u"postion": u"position",
	u"powerfull": u"powerful",
	u"practial": u"practical",
	u"practially": u"practically",
	u"practicaly": u"practically",
	u"practicioner": u"practitioner",
	u"practicioners": u"practitioners",
	u"practicly": u"practically",
	u"practioner": u"practitioner",
	u"practioners": u"practitioners",
	u"prairy": u"prairie",
	u"prarie": u"prairie",
	u"preample": u"preamble",
	u"precedessor": u"predecessor",
	u"preceed": u"precede",
	u"preceeded": u"preceded",
	u"preceeding": u"preceding",
	u"preceeds": u"precedes",
	u"precurser": u"precursor",
	u"prefered": u"preferred",
	u"prefering": u"preferring",
	u"preferrably": u"preferably",
	u"pregancies": u"pregnancies",
	u"premeire": u"premiere",
	u"premeired": u"premiered",
	u"premillenial": u"premillennial",
	u"prepartion": u"preparation",
	u"presense": u"presence",
	u"presidental": u"presidential",
	u"prestigeous": u"prestigious",
	u"prestigous": u"prestigious",
	u"presumibly": u"presumably",
	u"prevelant": u"prevalent",
	u"previvous": u"previous",
	u"pricipal": u"principal",
	u"priciple": u"principle",
	u"primative": u"primitive",
	u"primatives": u"primitives",
	u"primatively": u"primitively",
	u"primordal": u"primordial",
	u"priveledges": u"privileges",
	u"privelege": u"privilege",
	u"priveleged": u"privileged",
	u"priveleges": u"privileges",
	u"privelige": u"privilege",
	u"priveliged": u"privileged",
	u"priveliges": u"privileges",
	u"privilage": u"privilege",
	u"priviledge": u"privilege",
	u"priviledges": u"privileges",
	u"privledge": u"privilege",
	u"probablly": u"probably",
	u"probalibity": u"probability",
	u"probaly": u"probably",
	u"probelm": u"problem",
	u"proccess": u"process",
	u"proccessing": u"processing",
	u"procedger": u"procedure",
	u"procedings": u"proceedings",
	u"proceedure": u"procedure",
	u"proclaming": u"proclaiming",
	u"proclomation": u"proclamation",
	u"proffesion": u"profession",
	u"proffesor": u"professor",
	u"profilic": u"prolific",
	u"programable": u"programmable",
	u"prohabition": u"prohibition",
	u"prologomena": u"prolegomena",
	u"prominance": u"prominence",
	u"prominant": u"prominent",
	u"prominantly": u"prominently",
	u"promiscous": u"promiscuous",
	u"prophacy": u"prophecy",
	u"propietary": u"proprietary",
	u"propogate": u"propagate",
	u"propogates": u"propagates",
	u"propotions": u"proportions",
	u"proprietory": u"proprietary",
	u"proseletyzing": u"proselytizing",
	u"protaganist": u"protagonist",
	u"protaganists": u"protagonists",
	u"protrayed": u"portrayed",
	u"protruberance": u"protuberance",
	u"protruberances": u"protuberances",
	u"provded": u"provided",
	u"pseudonyn": u"pseudonym",
	u"pseudononymous": u"pseudonymous",
	u"psycology": u"psychology",
	u"psyhic": u"psychic",
	u"Puertorrican": u"Puerto Rican",
	u"Puertorricans": u"Puerto Ricans",
	u"pumkin": u"pumpkin",
	u"purposedly": u"purposely",
	u"pursuade": u"persuade",
	u"pursuaded": u"persuaded",
	u"pursuades": u"persuades",
	u"pususading": u"persuading",
	u"puting": u"putting",
	u"pwoer": u"power",
	u"pyscic": u"psychic",
	u"quantaty": u"quantity",
	u"quantitiy": u"quantity",
	u"quarantaine": u"quarantine",
	u"quicklyu": u"quickly",
	u"quizes": u"quizzes",
	u"rabinnical": u"rabbinical",
	u"radify": u"ratify",
	u"raelly": u"really",
	u"reacll": u"recall",
	u"realyl": u"really",
	u"reccomend": u"recommend",
	u"reccomended": u"recommended",
	u"reccomending": u"recommending",
	u"reccommend": u"recommend",
	u"reccommended": u"recommended",
	u"reccommending": u"recommending",
	u"reccuring": u"recurring",
	u"receeded": u"receded",
	u"receeding": u"receding",
	u"recepient": u"recipient",
	u"recepients": u"recipients",
	u"recide": u"reside",
	u"recided": u"resided",
	u"recident": u"resident",
	u"recidents": u"residents",
	u"reciding": u"residing",
	u"reciept": u"receipt",
	u"reciever": u"receiver",
	u"recievers": u"receivers",
	u"recieves": u"receives",
	u"recieving": u"receiving",
	u"recipiant": u"recipient",
	u"recipiants": u"recipients",
	u"recogise": u"recognise",
	u"recogize": u"recognize",
	u"recomend": u"recommend",
	u"recomended": u"recommended",
	u"recomending": u"recommending",
	u"recomends": u"recommends",
	u"reconcilation": u"reconciliation",
	u"reconaissance": u"reconnaissance",
	u"reconnaissence": u"reconnaissance",
	u"recquired": u"required",
	u"recrational": u"recreational",
	u"recrod": u"record",
	u"rediculous": u"ridiculous",
	u"referal": u"referral",
	u"refered": u"referred",
	u"refering": u"referring",
	u"referrs": u"refers",
	u"reffered": u"referred",
	u"refference": u"reference",
	u"refridgerator": u"refrigerator",
	u"refusla": u"refusal",
	u"regluar": u"regular",
	u"reguarly": u"regularly",
	u"regularily": u"regularly",
	u"rehersal": u"rehearsal",
	u"reknown": u"renown",
	u"reknowned": u"renowned",
	u"rela": u"real",
	u"relaly": u"really",
	u"relatiopnship": u"relationship",
	u"relativly": u"relatively",
	u"releive": u"relieve",
	u"releived": u"relieved",
	u"relevence": u"relevance",
	u"relevent": u"relevant",
	u"religeous": u"religious",
	u"remaing": u"remaining",
	u"remeber": u"remember",
	u"rememberance": u"remembrance",
	u"remembrence": u"remembrance",
	u"reminent": u"remnant",
	u"reminescent": u"reminiscent",
	u"rendevous": u"rendezvous",
	u"repentence": u"repentance",
	u"repentent": u"repentant",
	u"repetion": u"repetition",
	u"reponsible": u"responsible",
	u"representive": u"representative",
	u"representives": u"representatives",
	u"resemblence": u"resemblance",
	u"resevoir": u"reservoir",
	u"resignement": u"resignation",
	u"resistable": u"resistible",
	u"resistence": u"resistance",
	u"resistent": u"resistant",
	u"responce": u"response",
	u"responnsibilty": u"responsibility",
	u"ressemblance": u"resemblance",
	u"ressemble": u"resemble",
	u"ressembled": u"resembled",
	u"ressemblence": u"resemblance",
	u"ressembling": u"resembling",
	u"ressurection": u"resurrection",
	u"restaraunt": u"restaurant",
	u"restaraunteur": u"restaurateur",
	u"restaraunteurs": u"restaurateurs",
	u"restaraunts": u"restaurants",
	u"resteraunt": u"restaurant",
	u"resteraunts": u"restaurants",
	u"resurecting": u"resurrecting",
	u"retalitated": u"retaliated",
	u"retalitation": u"retaliation",
	u"revaluated": u"reevaluated",
	u"reversable": u"reversible",
	u"revolutionar": u"revolutionary",
	u"rewriet": u"rewrite",
	u"rhymme": u"rhyme",
	u"rhythem": u"rhythm",
	u"rhythim": u"rhythm",
	u"rigourous": u"rigorous",
	u"rininging": u"ringing",
	u"Rockerfeller": u"Rockefeller",
	u"rococco": u"rococo",
	u"roomate": u"roommate",
	u"rougly": u"roughly",
	u"russina": u"Russian",
	u"Russion": u"Russian",
	u"rulle": u"rule",
	u"rwite": u"write",
	u"rythm": u"rhythm",
	u"rythem": u"rhythm",
	u"rythim": u"rhythm",
	u"sacrafice": u"sacrifice",
	u"saftey": u"safety",
	u"safty": u"safety",
	u"salery": u"salary",
	u"sandwhich": u"sandwich",
	u"Sanhedrim": u"Sanhedrin",
	u"sargant": u"sergeant",
	u"satelite": u"satellite",
	u"inhabitnants": u"inhabitants",
	u"Saterday": u"Saturday",
	u"Saterdays": u"Saturdays",
	u"satric": u"satiric",
	u"satrical": u"satirical",
	u"satrically": u"satirically",
	u"sattelite": u"satellite",
	u"sattelites": u"satellites",
	u"scandanavia": u"Scandinavia",
	u"scaleable": u"scalable",
	u"schedual": u"schedule",
	u"Schroedinger": u"Schrödinger",
	u"scirpt": u"script",
	u"scoll": u"scroll",
	u"seach": u"search",
	u"seached": u"searched",
	u"seaches": u"searches",
	u"secratary": u"secretary",
	u"secretery": u"secretary",
	u"sedereal": u"sidereal",
	u"seige": u"siege",
	u"sence": u"sense",
	u"sensure": u"censure",
	u"seperate": u"separate",
	u"seperated": u"separated",
	u"seperately": u"separately",
	u"seperates": u"separates",
	u"seperating": u"separating",
	u"seperation": u"separation",
	u"seperatist": u"separatist",
	u"seperatism": u"separatism",
	u"sepina": u"subpoena",
	u"severeal": u"several",
	u"severley": u"severely",
	u"shaddow": u"shadow",
	u"sheild": u"shield",
	u"shineing": u"shining",
	u"shoudl": u"should",
	u"shouldnt": u"shouldn't",
	u"shreak": u"shriek",
	u"sicne": u"since",
	u"sideral": u"sidereal",
	u"siezure": u"seizure",
	u"siezures": u"seizures",
	u"signifantly": u"significantly",
	u"significently": u"significantly",
	u"signitories": u"signatories",
	u"signitory": u"signatory",
	u"similarily": u"similarly",
	u"similiar": u"similar",
	u"similiarity": u"similarity",
	u"simmilar": u"similar",
	u"simpley": u"simply",
	u"simplier": u"simpler",
	u"simultanous": u"simultaneous",
	u"sincerley": u"sincerely",
	u"singsog": u"singsong",
	u"Sionist": u"Zionist",
	u"Sionists": u"Zionists",
	u"Sixtin": u"Sistine",
	u"smae": u"same",
	u"smoe": u"some",
	u"snese": u"sneeze",
	u"soem": u"some",
	u"sofware": u"software",
	u"sohw": u"show",
	u"solatary": u"solitary",
	u"soliders": u"soldiers",
	u"soliliquy": u"soliloquy",
	u"soluable": u"soluble",
	u"sophicated": u"sophisticated",
	u"sophmore": u"sophomore",
	u"sorceror": u"sorcerer",
	u"sotry": u"story",
	u"soudn": u"sound",
	u"soudns": u"sounds",
	u"sourth": u"south",
	u"sourthern": u"southern",
	u"souvenier": u"souvenir",
	u"souveniers": u"souvenirs",
	u"soverign": u"sovereign",
	u"soverignity": u"sovereignty",
	u"sovereignity": u"sovereignty",
	u"spainish": u"Spanish",
	u"speciman": u"specimen",
	u"spectauclar": u"spectacular",
	u"sponser": u"sponsor",
	u"spontanous": u"spontaneous",
	u"sponzored": u"sponsored",
	u"spreaded": u"spread",
	u"startegic": u"strategic",
	u"startegy": u"strategy",
	u"statment": u"statement",
	u"stilus": u"stylus",
	u"stingent": u"stringent",
	u"stoyr": u"story",
	u"storeis": u"stories",
	u"storise": u"stories",
	u"stpo": u"stop",
	u"startegies": u"strategies",
	u"stradegies": u"strategies",
	u"stradegy": u"strategy",
	u"strenghen": u"strengthen",
	u"strenghened": u"strengthened",
	u"strenghening": u"strengthening",
	u"strenght": u"strength",
	u"strenghten": u"strengthen",
	u"strenghtened": u"strengthened",
	u"strenghtening": u"strengthening",
	u"stornegst": u"strongest",
	u"strenous": u"strenuous",
	u"strictist": u"strictest",
	u"stubborness": u"stubbornness",
	u"stucture": u"structure",
	u"stuctured": u"structured",
	u"studdy": u"study",
	u"studing": u"studying",
	u"subcatagory": u"subcategory",
	u"subcatagories": u"subcategories",
	u"subsidary": u"subsidiary",
	u"subsiduary": u"subsidiary",
	u"substatial": u"substantial",
	u"substace": u"substance",
	u"substract": u"subtract",
	u"substracted": u"subtracted",
	u"substracts": u"subtracts",
	u"substracting": u"subtracting",
	u"substraction": u"subtraction",
	u"subterranian": u"subterranean",
	u"succesful": u"successful",
	u"succesfuly": u"successfully",
	u"succesfully": u"successfully",
	u"succesion": u"succession",
	u"succesive": u"successive",
	u"successfull": u"successful",
	u"suceed": u"succeed",
	u"suceeded": u"succeeded",
	u"suceeds": u"succeeds",
	u"sucesful": u"successful",
	u"sucesfully": u"successfully",
	u"sucesfuly": u"successfully",
	u"sucesion": u"succession",
	u"sucess": u"success",
	u"sucesses": u"successes",
	u"sucessfull": u"successful",
	u"sucessfully": u"successfully",
	u"sucessfuly": u"successfully",
	u"sucession": u"succession",
	u"sucessive": u"successive",
	u"sucide": u"suicide",
	u"sufferage": u"suffrage",
	u"sufficent": u"sufficient",
	u"sufficently": u"sufficiently",
	u"sumary": u"summary",
	u"suop": u"soup",
	u"superintendant": u"superintendent",
	u"suphisticated": u"sophisticated",
	u"supose": u"suppose",
	u"suposed": u"supposed",
	u"suposedly": u"supposedly",
	u"suposes": u"supposes",
	u"suposing": u"supposing",
	u"supress": u"suppress",
	u"supressed": u"suppressed",
	u"supresses": u"suppresses",
	u"supressing": u"suppressing",
	u"suprise": u"surprise",
	u"suprised": u"surprised",
	u"suprising": u"surprising",
	u"suprisingly": u"surprisingly",
	u"suprize": u"surprise",
	u"suprized": u"surprised",
	u"suprizing": u"surprising",
	u"suprizingly": u"surprisingly",
	u"suround": u"surround",
	u"surounded": u"surrounded",
	u"surounding": u"surrounding",
	u"suroundings": u"surroundings",
	u"surounds": u"surrounds",
	u"surplanted": u"supplanted",
	u"surpress": u"suppress",
	u"surpressed": u"suppressed",
	u"surprize": u"surprise",
	u"surprized": u"surprised",
	u"surprizing": u"surprising",
	u"surprizingly": u"surprisingly",
	u"surrepetitious": u"surreptitious",
	u"surrepetitiously": u"surreptitiously",
	u"surreptious": u"surreptitious",
	u"surreptiously": u"surreptitiously",
	u"surrundering": u"surrendering",
	u"surveill": u"surveil",
	u"surveyer": u"surveyor",
	u"surviver": u"survivor",
	u"survivers": u"survivors",
	u"suseptible": u"susceptible",
	u"swaer": u"swear",
	u"swaers": u"swears",
	u"swiming": u"swimming",
	u"syas": u"says",
	u"symetry": u"symmetry",
	u"symetrical": u"symmetrical",
	u"symetrically": u"symmetrically",
	u"symmetral": u"symmetric",
	u"symmetricaly": u"symmetrically",
	u"synonomous": u"synonymous",
	u"syphyllis": u"syphilis",
	u"syrap": u"syrup",
	u"tahn": u"than",
	u"taht": u"that",
	u"tath": u"that",
	u"talekd": u"talked",
	u"targetted": u"targeted",
	u"targetting": u"targeting",
	u"tast": u"taste",
	u"tattooes": u"tattoos",
	u"taxanomic": u"taxonomic",
	u"taxanomy": u"taxonomy",
	u"teached": u"taught",
	u"techician": u"technician",
	u"techicians": u"technicians",
	u"tehy": u"they",
	u"temparate": u"temperate",
	u"temperment": u"temperament",
	u"temperture": u"temperature",
	u"tenacle": u"tentacle",
	u"tenacles": u"tentacles",
	u"tendancies": u"tendencies",
	u"tennisplayer": u"tennis player",
	u"terrestial": u"terrestrial",
	u"terriories": u"territories",
	u"terriory": u"territory",
	u"territorist": u"terrorist",
	u"thgat": u"that",
	u"tghe": u"the",
	u"theese": u"these",
	u"theif": u"thief",
	u"theives": u"thieves",
	u"themselfs": u"themselves",
	u"theri": u"their",
	u"thge": u"the",
	u"thier": u"their",
	u"thign": u"thing",
	u"thigns": u"things",
	u"thigsn": u"things",
	u"thikn": u"think",
	u"thikns": u"thinks",
	u"thiunk": u"think",
	u"thna": u"than",
	u"thne": u"then",
	u"thnig": u"thing",
	u"thnigs": u"things",
	u"threee": u"three",
	u"threshhold": u"threshold",
	u"thrid": u"third",
	u"throughly": u"thoroughly",
	u"thsi": u"this",
	u"thsoe": u"those",
	u"thta": u"that",
	u"thyat": u"that",
	u"tihkn": u"think",
	u"tihs": u"this",
	u"timne": u"time",
	#"tje": u"the", # unlikely misspelling.
	u"tjhe": u"the",
	u"Tjpanishad": u"Upanishad",
	u"tkae": u"take",
	u"tkaes": u"takes",
	u"tkaing": u"taking",
	u"tlaking": u"talking",
	u"tobbaco": u"tobacco",
	u"todya": u"today",
	u"tolerence": u"tolerance",
	u"Tolkein": u"Tolkien",
	u"tomatos": u"tomatoes",
	u"tommorrow": u"tomorrow",
	u"tommorow": u"tomorrow",
	u"tongiht": u"tonight",
	u"toriodal": u"toroidal",
	u"torpedos": u"torpedoes",
	u"tounge": u"tongue",
	u"towrad": u"toward",
	u"traditionaly": u"traditionally",
	u"trafficed": u"trafficked",
	u"trafic": u"traffic",
	u"trancendent": u"transcendent",
	u"trancending": u"transcending",
	u"tranform": u"transform",
	u"tranformed": u"transformed",
	u"transcendance": u"transcendence",
	u"transcendant": u"transcendent",
	u"transcendentational": u"transcendental",
	u"transending": u"transcending",
	u"transfered": u"transferred",
	u"transfering": u"transferring",
	u"translater": u"translator",
	u"translaters": u"translators",
	u"transmissable": u"transmissible",
	u"tremelos": u"tremolos",
	u"triology": u"trilogy",
	u"trustworthyness": u"trustworthiness",
	u"Tuscon": u"Tucson",
	u"twon": u"town",
	u"tyhat": u"that",
	u"tyhe": u"they",
	u"typcial": u"typical",
	u"tyranies": u"tyrannies",
	u"tyrany": u"tyranny",
	u"tyrranies": u"tyrannies",
	u"tyrrany": u"tyranny",
	u"ubiquitious": u"ubiquitous",
	u"uise": u"use",
	u"Ukranian": u"Ukrainian",
	u"uncertainity": u"uncertainty",
	u"unconcious": u"unconscious",
	u"unconciousness": u"unconsciousness",
	u"unconvential": u"unconventional",
	u"unecessary": u"unnecessary",
	u"undecideable": u"undecidable",
	u"unforetunately": u"unfortunately",
	u"unforgiveable": u"unforgivable",
	u"unfortunatly": u"unfortunately",
	u"unilatreal": u"unilateral",
	u"unilatreally": u"unilaterally",
	u"univeristies": u"universities",
	u"univeristy": u"university",
	u"univesities": u"universities",
	u"univesity": u"university",
	u"unmistakeably": u"unmistakably",
	u"unneccesary": u"unnecessary",
	u"unneccesarily": u"unnecessarily",
	u"unneccessary": u"unnecessary",
	u"unneccessarily": u"unnecessarily",
	u"unnecesary": u"unnecessary",
	u"unnecesarily": u"unnecessarily",
	u"unoticeable": u"unnoticeable",
	u"unplesant": u"unpleasant",
	u"unrepentent": u"unrepentant",
	u"unsubstanciated": u"unsubstantiated",
	u"unsuccessfull": u"unsuccessful",
	u"unsucesful": u"unsuccessful",
	u"unsucesfuly": u"unsuccessfully",
	u"unsucessfull": u"unsuccessful",
	u"unsucessfully": u"unsuccessfully",
	u"unsuprised": u"unsurprised",
	u"unsuprising": u"unsurprising",
	u"unsuprisingly": u"unsurprisingly",
	u"unsuprized": u"unsurprised",
	u"unsuprizing": u"unsurprising",
	u"unsuprizingly": u"unsurprisingly",
	u"unsurprized": u"unsurprised",
	u"unsurprizing": u"unsurprising",
	u"unsurprizingly": u"unsurprisingly",
	u"untill": u"until",
	u"untranslateable": u"untranslatable",
	u"unuseable": u"unusable",
	u"unviersity": u"university",
	u"unweildly": u"unwieldy",
	u"unwieldly": u"unwieldy",
	u"usally": u"usually",
	u"usefull": u"useful",
	u"usefuly": u"usefully",
	u"useing": u"using",
	u"usualy": u"usually",
	u"vaccum": u"vacuum",
	u"vaccume": u"vacuum",
	u"vacinity": u"vicinity",
	u"valuble": u"valuable",
	u"valueable": u"valuable",
	u"varient": u"variant",
	u"varities": u"varieties",
	u"varity": u"variety",
	u"vasall": u"vassal",
	u"vasalls": u"vassals",
	u"vegtable": u"vegetable",
	u"vegatarian": u"vegetarian",
	u"vegitable": u"vegetable",
	u"vegitables": u"vegetables",
	u"venemous": u"venomous",
	u"vengance": u"vengeance",
	u"vengence": u"vengeance",
	u"verfication": u"verification",
	u"verison": u"version",
	u"verisons": u"versions",
	u"vetween": u"between",
	u"veyr": u"very",
	u"vigilence": u"vigilance",
	u"vigourous": u"vigorous",
	u"villian": u"villain",
	u"villify": u"vilify",
	u"visable": u"visible",
	u"visably": u"visibly",
	u"visting": u"visiting",
	u"volcanoe": u"volcano",
	u"volontary": u"voluntary",
	u"volonteer": u"volunteer",
	u"volonteers": u"volunteers",
	u"volonteered": u"volunteered",
	u"volonteering": u"volunteering",
	u"volounteer": u"volunteer",
	u"volounteers": u"volunteers",
	u"volounteered": u"volunteered",
	u"volounteering": u"volunteering",
	u"vrey": u"very",
	u"vyer": u"very",
	u"vyre": u"very",
	u"waht": u"what",
	u"warrent": u"warrant",
	u"wasnt": u"wasn't",
	u"wass": u"was",
	u"watn": u"want",
	u"weaponary": u"weaponry",
	u"wehn": u"when",
	u"weilded": u"wielded",
	u"wendsay": u"Wednesday",
	u"wensday": u"Wednesday",
	u"whant": u"want",
	u"whants": u"wants",
	u"whcih": u"which",
	u"whereever": u"wherever",
	u"whic": u"which",
	u"whihc": u"which",
	u"whta": u"what",
	u"wief": u"wife",
	u"wierd": u"weird",
	u"wiht": u"with",
	u"wirting": u"writing",
	u"withing": u"within",
	u"withold": u"withhold",
	u"wiull": u"will",
	u"wnat": u"want",
	u"wnats": u"wants",
	u"wnated": u"wanted",
	u"wohle": u"whole",
	u"wokr": u"work",
	u"wokring": u"working",
	u"worstened": u"worsened",
	u"woudl": u"would",
	u"wriet": u"write",
	u"writen": u"written",
	u"wrok": u"work",
	u"wroking": u"working",
	u"wroet": u"wrote",
	u"wtih": u"with",
	u"witht": u"with",
	u"X-Box": u"Xbox",
	u"XBox": u"Xbox",
	u"yatch": u"yacht",
	u"yeild": u"yield",
	u"ytou": u"you",
	u"yera": u"year",
	u"yeras": u"years",
	u"yersa": u"years",
	u"yeasr": u"years",
}