local M = {}
M.global_abbrevs = {
    iabbrevs = {
        { "note:", [[<c-r>=printf(&commentstring, 'NOTE: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "rev:", [[<c-r>=printf(&commentstring, ' REVISIT: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "todo:", [[<c-r>=printf(&commentstring, ' TODO: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "hack:", [[<c-r>=printf(&commentstring, ' HACK: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "trial:", [[<c-r>=printf(&commentstring, 'TRIAL: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "fix:", [[<c-r>=printf(&commentstring, ' FIXME: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "bug:", [[<c-r>=printf(&commentstring, ' BUG: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "perf:", [[<c-r>=printf(&commentstring, ' PERF: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },

        { "optim:", [[<c-r>=printf(&commentstring, ' OPTIM: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },
        { "warn:", [[<c-r>=printf(&commentstring, ' WARNING: (vsedov) ('.strftime("%T - %d/%m/%y").'):')<CR>]] },

        { "Ydate", [[<C-R>=strftime("%d-%b-%Y")<CR>]] },
        { "tdate:", [[<c-r>=strftime("%Y-%m-%d")<cr>]] },
        { ":FileName:", [[<c-r>=printf(&commentstring,fnamemodify(expand("%:p"), ":t"))<cr>]] },
        { ":filename:", [[<c-r>=printf(&commentstring,fnamemodify(expand("%:p"), ":t:r"))<cr>]] },
        { ":FilePath:", [[<c-r>=printf(&commentstring,fnamemodify(expand("%:p"), ":h"))<cr>]] },
        { ":FilePath:", [[<c-r>=printf(&commentstring,fnamemodify(expand("%:p"), ":h:r"))<cr>]] },
        { "funciton", [[function]] },
        { "dname", "Vivian Sedov" },
        { "vmail", "viv.sv@hotmail.com" },
        { ":lod:", "ಠ_ಠ" },
        { ":sadface:", "ʘ︵ʘ" },
        { ":pandaman:", "🐼" },
        { ":lod:", "ಠ_ಠ" },
        { ":flip:", "(ﾉಥ益ಥ）ﾉ︵┻━┻" },
        { ":yuno:", "ლ(ಠ益ಠლ)" },
        { ":strong:", "ᕦ(ò_óˇ)ᕤ" },
        { "asycn", [[async]] },
        { "cosnt", [[const]] },
        { "ehco", [[echo]] },
        { "flase", [[false]] },
        { "functoin", [[function]] },
        { "ocnst", [[const]] },
        { "retunr", [[return]] },
        { "reutnr", [[return]] },
        { "reutrn", [[return]] },
        { "strign", [[string]] },
        { "treu", [[true]] },
        { "targetter", [[targeter]] },
        { "threshholds", [[thresholds]] },
        { "removeable", [[removable]] },
        { "betwene", "between" },
        { "nromal", "normal" },
        { "Exectures", "Executes" },
        { "exectures", "executes" },
        { "rtfm", "read the fucking manual" },
    },
    cabbrevs = {
        { "syn", [[set syntax=]] },
        { "pc", "PackerCompile<CR>" },
        { "pu", "PackerUpdate<CR>" },
        { "ps", "PackerSync<CR>" },
        { "W!", [[w!]] },
        { "Q!", [[q!]] },
        { "Qall!", [[qall!]] },
        { "Wq", [[wq]] },
        { "Wa", [[wa]] },
        { "wQ", [[wq]] },
        { "WQ", [[wq]] },
        { "Qall", [[qall]] },
        { "vsf", [[vert bel sf]] },
        { "vsp", [[bel vsp]] },
        { "SP", [[bel sp<CR>]] },
        { "Wgrep", [[silent grep  \| copen<left><left><left><left><left><left><left><left>]] },
        {
            "GP",
            [[silent lgrep <C-r>=expand('%')<cr> \| lopen<C-b><right><right><right><right><right><right><right><right><right><right><right><right><right>]],
        },
        { "SL", [[s/\v()/\1\r/gc<left><left><left><left><left><left><left><left><left>]] },
    },
}

-- https://github.com/RastalDev/vim_autocorrect
M.spelling_support = {
    scope = "global",
    dict = {
        ["aesop"] = "Æsop",
        ["angstrom"] = "Ångström",
        ["angstroms"] = "Ångströms",
        ["apertif"] = "apértif",
        ["apertifs"] = "apértifs",
        ["applique"] = "appliqué",
        ["appliques"] = "appliqués",
        ["apres"] = "après",
        ["arete"] = "arête",
        ["attache"] = "attaché",
        ["attaches"] = "attachés",
        ["betise"] = "bêtise",
        ["Bjorn"] = "Bjørn",
        ["blase"] = "blasé",
        ["boite"] = "boîte",
        ["boutonniere"] = "boutonnière",
        ["canape"] = "canapé",
        ["canapes"] = "canapés",
        ["celebre"] = "célèbre",
        ["celebres"] = "célèbres",
        ["chaines"] = "chaînés",
        ["chateau"] = "château",
        ["chateaux"] = "châteaux",
        ["chateaus"] = "châteaus",
        ["cliche"] = "cliché",
        ["cliched"] = "clichéd",
        ["cliches"] = "clichés",
        ["cloisonne"] = "cloisonné",
        ["consomme"] = "consommé",
        ["consommes"] = "consommés",
        ["communique"] = "communiqué",
        ["communiques"] = "communiqués",
        ["confrere"] = "confrère",
        ["confreres"] = "confrères",
        ["cortege"] = "cortège",
        ["corteges"] = "cortèges",
        ["creche"] = "crèche",
        ["creches"] = "crèches",
        ["coulee"] = "coulée",
        ["coulees"] = "coulées",
        ["crepe"] = "crêpe",
        ["crepes"] = "crêpes",
        ["creusa"] = "Creüsa",
        ["crouton"] = "croûton",
        ["croutons"] = "croûtons",
        ["crudites"] = "crudités",
        ["curacao"] = "curaçao",
        ["dais"] = "daïs",
        ["daises"] = "daïses",
        ["debacle"] = "débâcle",
        ["debacles"] = "débâcles",
        ["debutante"] = "débutante",
        ["debutants"] = "débutants",
        ["declasse"] = "déclassé",
        ["decolletage"] = "décolletage",
        ["decollete"] = "décolleté",
        ["decor"] = "décor",
        ["decors"] = "décors",
        ["decoupage"] = "découpage",
        ["degage"] = "dégagé",
        ["demode"] = "démodé",
        ["denoument"] = "dénoument",
        ["derailleur"] = "dérailleur",
        ["derriere"] = "derrière",
        ["deshabille"] = "déshabillé",
        ["detente"] = "détente",
        ["diamante"] = "diamanté",
        ["discotheque"] = "discothèque",
        ["discotheques"] = "discothèques",
        ["divorcee"] = "divorcée",
        ["divorcees"] = "divorcées",
        ["doppelganger"] = "doppelgänger",
        ["doppelgangers"] = "doppelgängers",
        ["eclair"] = "éclair",
        ["eclairs"] = "éclairs",
        ["eclat"] = "éclat",
        ["elan"] = "élan",
        ["emigre"] = "émigré",
        ["emigres"] = "émigrés",
        ["entree"] = "entrée",
        ["entrees"] = "entrées",
        ["entrepot"] = "entrepôt",
        ["entrecote"] = "entrecôte",
        ["epee"] = "épée",
        ["epees"] = "épées",
        ["etouffee"] = "étouffée",
        ["facade"] = "façade",
        ["facades"] = "façades",
        ["fete"] = "fête",
        ["fetes"] = "fêtes",
        ["faience"] = "faïence",
        ["fiance"] = "fiancé",
        ["fiances"] = "fiancés",
        ["fiancee"] = "fiancée",
        ["fiancees"] = "fiancées",
        ["filmjolk"] = "filmjölk",
        ["flambe"] = "flambé",
        ["flambes"] = "flambés",
        ["fleche"] = "flèche",
        ["fouette"] = "fouetté",
        ["frappe"] = "frappé",
        ["frappes"] = "frappés",
        ["garcon"] = "garçon",
        ["garcons"] = "garçons",
        ["gateau"] = "gâteau",
        ["gateaus"] = "gâteaus",
        ["gateaux"] = "gâteaux",
        ["gemutlichkeit"] = "gemütlichkeit",
        ["glace"] = "glacé",
        ["glogg"] = "glögg",
        ["gewurztraminer"] = "Gewürztraminer",
        ["gotterdammerung"] = "Götterdämmerung",
        ["habitue"] = "habitué",
        ["ingenue"] = "ingénue",
        ["jager"] = "jäger",
        ["jalapeno"] = "jalapeño",
        ["jalapenos"] = "jalapeños",
        ["jardiniere"] = "jardinière",
        ["krouzek"] = "kroužek",
        ["kummel"] = "kümmel",
        ["kaldolmar"] = "kåldolmar",
        ["landler"] = "ländler",
        ["litterateur"] = "littérateur",
        ["lycee"] = "lycée",
        ["macedoine"] = "macédoine",
        ["macrame"] = "macramé",
        ["malaguena"] = "malagueña",
        ["manana"] = "mañana",
        ["manege"] = "manège",
        ["manque"] = "manqué",
        ["materiel"] = "matériel",
        ["matinee"] = "matinée",
        ["matinees"] = "matinées",
        ["melange"] = "mélange",
        ["melee"] = "mêlée",
        ["melees"] = "mêlées",
        ["mesalliance"] = "mésalliance",
        ["metier"] = "métier",
        ["minaudiere"] = "minaudière",
        ["moire"] = "moiré",
        ["moireing"] = "moiréing",
        ["moires"] = "moirés",
        ["motorhead"] = "Motörhead",
        ["naif"] = "naïf",
        ["naifs"] = "naïfs",
        ["naive"] = "naïve",
        ["naiver"] = "naïver",
        ["naives"] = "naïves",
        ["naivete"] = "naïveté",
        ["nee"] = "née",
        ["negligee"] = "negligée",
        ["negligees"] = "negligées",
        ["noël"] = "Noël",
        ["noëls"] = "Noëls",
        ["ombre"] = "ombré",
        ["ombres"] = "ombrés",
        ["omerta"] = "omertà",
        ["outre"] = "outré",
        ["passe"] = "passé",
        ["plisse"] = "plissé",
        ["pinata"] = "piñata",
        ["pinatas"] = "piñatas",
        ["pinon"] = "piñon",
        ["pinons"] = "piñons",
        ["pirana"] = "piraña",
        ["pique"] = "piqué",
        ["piqued"] = "piquéd",
        ["più"] = "più",
        ["plie"] = "plié",
        ["precis"] = "précis",
        ["polsa"] = "pölsa",
        ["protoge"] = "protégé",
        ["protege"] = "protégé",
        ["proteged"] = "protégéd",
        ["proteges"] = "protégés",
        ["protegee"] = "protégée",
        ["protegees"] = "protégées",
        ["protegeed"] = "protégéed",
        ["puree"] = "purée",
        ["pureed"] = "puréed",
        ["purees"] = "purées",
        ["Quebecois"] = "Québécois",
        ["recherche"] = "recherché",
        ["reclame"] = "réclame",
        ["résume"] = "résumé",
        ["resumé"] = "résumé",
        ["résumes"] = "résumés",
        ["resumés"] = "résumés",
        ["retrousse"] = "retroussé",
        ["risque"] = "risqué",
        ["riviere"] = "rivière",
        ["roue"] = "roué",
        ["saute"] = "sauté",
        ["sauted"] = "sautéd",
        ["seance"] = "séance",
        ["seances"] = "séances",
        ["senor"] = "señor",
        ["senors"] = "señors",
        ["senora"] = "señora",
        ["senoras"] = "señoras",
        ["senorita"] = "señorita",
        ["senoritas"] = "señoritas",
        ["smorgasbord"] = "smörgåsbord",
        ["smorgasbords"] = "smörgåsbords",
        ["smorgastarta"] = "smörgåstårta",
        ["soigne"] = "soigné",
        ["soiree"] = "soirée",
        ["soireed"] = "soiréed",
        ["soirees"] = "soirées",
        ["souffle"] = "soufflé",
        ["souffles"] = "soufflés",
        ["soupcon"] = "soupçon",
        ["soupcons"] = "soupçons",
        ["surstromming"] = "surströmming",
        ["touche"] = "touché",
        ["tourtiere"] = "tourtière",
        ["ubermensch"] = "Übermensch",
        ["ubermensches"] = "Übermensches",
        ["vicuna"] = "vicuña",
        ["vin"] = "rose vin rosé",
        ["vins"] = "rose vins rosé",
        ["vis"] = "a vis vis à vis",
        ["voila"] = "voilà",

        ["httpL"] = "http:",
        ["herf"] = "href",
        ["avengence"] = "a vengeance",
        ["adbandon"] = "abandon",
        ["abandonned"] = "abandoned",
        ["aberation"] = "aberration",
        ["aborigene"] = "aborigine",
        ["abortificant"] = "abortifacient",
        ["abbout"] = "about",
        ["abotu"] = "about",
        ["baout"] = "about",
        ["abouta"] = "about a",
        ["aboutit"] = "about it",
        ["aboutthe"] = "about the",
        ["abscence"] = "absence",
        ["absense"] = "absence",
        ["abcense"] = "absense",
        ["absolutly"] = "absolutely",
        ["asorbed"] = "absorbed",
        ["absorbsion"] = "absorption",
        ["absorbtion"] = "absorption",
        ["abundacies"] = "abundances",
        ["abundancies"] = "abundances",
        ["abundunt"] = "abundant",
        ["abutts"] = "abuts",
        ["acadmic"] = "academic",
        ["accademic"] = "academic",
        ["acedemic"] = "academic",
        ["acadamy"] = "academy",
        ["accademy"] = "academy",
        ["accelleration"] = "acceleration",
        ["acceptible"] = "acceptable",
        ["acceptence"] = "acceptance",
        ["accessable"] = "accessible",
        ["accension"] = "accession",
        ["accesories"] = "accessories",
        ["accesorise"] = "accessorise",
        ["accidant"] = "accident",
        ["accidentaly"] = "accidentally",
        ["accidently"] = "accidentally",
        ["acclimitization"] = "acclimatization",
        ["accomdate"] = "accommodate",
        ["accomodate"] = "accommodate",
        ["acommodate"] = "accommodate",
        ["acomodate"] = "accommodate",
        ["accomodated"] = "accommodated",
        ["accomodates"] = "accommodates",
        ["accomodating"] = "accommodating",
        ["accomodation"] = "accommodation",
        ["accomodations"] = "accommodations",
        ["accompanyed"] = "accompanied",
        ["acomplish"] = "accomplish",
        ["acomplished"] = "accomplished",
        ["acomplishment"] = "accomplishment",
        ["acomplishments"] = "accomplishments",
        ["accoring"] = "according",
        ["acording"] = "according",
        ["accordingto"] = "according to",
        ["acordingly"] = "accordingly",
        ["accordeon"] = "accordion",
        ["accordian"] = "accordion",
        ["acocunt"] = "account",
        ["acuracy"] = "accuracy",
        ["acccused"] = "accused",
        ["accussed"] = "accused",
        ["acused"] = "accused",
        ["acustom"] = "accustom",
        ["acustommed"] = "accustomed",
        ["achive"] = "achieve",
        ["achivement"] = "achievement",
        ["achivements"] = "achievements",
        ["acknowldeged"] = "acknowledged",
        ["acknowledgeing"] = "acknowledging",
        ["accoustic"] = "acoustic",
        ["acquiantence"] = "acquaintance",
        ["aquaintance"] = "acquaintance",
        ["aquiantance"] = "acquaintance",
        ["acquiantences"] = "acquaintances",
        ["accquainted"] = "acquainted",
        ["aquainted"] = "acquainted",
        ["aquire"] = "acquire",
        ["aquired"] = "acquired",
        ["aquiring"] = "acquiring",
        ["aquit"] = "acquit",
        ["acquited"] = "acquitted",
        ["aquitted"] = "acquitted",
        ["accross"] = "across",
        ["activly"] = "actively",
        ["activites"] = "activities",
        ["actualy"] = "actually",
        ["actualyl"] = "actually",
        ["adaption"] = "adaptation",
        ["adaptions"] = "adaptations",
        ["addtion"] = "addition",
        ["additinal"] = "additional",
        ["addtional"] = "additional",
        ["additinally"] = "additionally",
        ["addres"] = "address",
        ["adres"] = "address",
        ["adress"] = "address",
        ["addresable"] = "addressable",
        ["adresable"] = "addressable",
        ["adressable"] = "addressable",
        ["addresed"] = "addressed",
        ["adressed"] = "addressed",
        ["addressess"] = "addresses",
        ["addresing"] = "addressing",
        ["adresing"] = "addressing",
        ["adecuate"] = "adequate",
        ["adequit"] = "adequate",
        ["adequite"] = "adequate",
        ["adherance"] = "adherence",
        ["adhearing"] = "adhering",
        ["adminstered"] = "administered",
        ["adminstrate"] = "administrate",
        ["adminstration"] = "administration",
        ["admininistrative"] = "administrative",
        ["adminstrative"] = "administrative",
        ["adminstrator"] = "administrator",
        ["admissability"] = "admissibility",
        ["admissable"] = "admissible",
        ["addmission"] = "admission",
        ["admited"] = "admitted",
        ["admitedly"] = "admittedly",
        ["adolecent"] = "adolescent",
        ["addopt"] = "adopt",
        ["addopted"] = "adopted",
        ["addoptive"] = "adoptive",
        ["adavanced"] = "advanced",
        ["adantage"] = "advantage",
        ["advanage"] = "advantage",
        ["adventrous"] = "adventurous",
        ["advesary"] = "adversary",
        ["advertisment"] = "advertisement",
        ["advertisments"] = "advertisements",
        ["asdvertising"] = "advertising",
        ["adviced"] = "advised",
        ["aeriel"] = "aerial",
        ["aeriels"] = "aerials",
        ["areodynamics"] = "aerodynamics",
        ["asthetic"] = "aesthetic",
        ["asthetical"] = "aesthetic",
        ["asthetically"] = "aesthetically",
        ["afair"] = "affair",
        ["affilate"] = "affiliate",
        ["affilliate"] = "affiliate",
        ["afficionado"] = "aficionado",
        ["afficianados"] = "aficionados",
        ["afficionados"] = "aficionados",
        ["aforememtioned"] = "aforementioned",
        ["affraid"] = "afraid",
        ["afterthe"] = "after the",
        ["agian"] = "again",
        ["agin"] = "again",
        ["againnst"] = "against",
        ["agains"] = "against",
        ["agaisnt"] = "against",
        ["aganist"] = "against",
        ["agianst"] = "against",
        ["aginst"] = "against",
        ["aggaravates"] = "aggravates",
        ["agregate"] = "aggregate",
        ["agregates"] = "aggregates",
        ["agression"] = "aggression",
        ["aggresive"] = "aggressive",
        ["agressive"] = "aggressive",
        ["agressively"] = "aggressively",
        ["agressor"] = "aggressor",
        ["agrieved"] = "aggrieved",
        ["agre"] = "agree",
        ["aggreed"] = "agreed",
        ["agred"] = "agreed",
        ["agreing"] = "agreeing",
        ["aggreement"] = "agreement",
        ["agreeement"] = "agreement",
        ["agreemeent"] = "agreement",
        ["agreemnet"] = "agreement",
        ["agreemnt"] = "agreement",
        ["agreemeents"] = "agreements",
        ["agreemnets"] = "agreements",
        ["agricuture"] = "agriculture",
        ["airbourne"] = "airborne",
        ["aicraft"] = "aircraft",
        ["aircaft"] = "aircraft",
        ["aircrafts"] = "aircraft",
        ["airrcraft"] = "aircraft",
        ["aiport"] = "airport",
        ["airporta"] = "airports",
        ["albiet"] = "albeit",
        ["alchohol"] = "alcohol",
        ["alchol"] = "alcohol",
        ["alcohal"] = "alcohol",
        ["alochol"] = "alcohol",
        ["alchoholic"] = "alcoholic",
        ["alcholic"] = "alcoholic",
        ["alcoholical"] = "alcoholic",
        ["algebraical"] = "algebraic",
        ["algoritm"] = "algorithm",
        ["algorhitms"] = "algorithms",
        ["algoritms"] = "algorithms",
        ["alientating"] = "alienating",
        ["alltime"] = "all-time",
        ["aledge"] = "allege",
        ["alege"] = "allege",
        ["alledge"] = "allege",
        ["aledged"] = "alleged",
        ["aleged"] = "alleged",
        ["alledged"] = "alleged",
        ["alledgedly"] = "allegedly",
        ["allegedely"] = "allegedly",
        ["allegedy"] = "allegedly",
        ["allegely"] = "allegedly",
        ["aledges"] = "alleges",
        ["alledges"] = "alleges",
        ["alegience"] = "allegiance",
        ["allegence"] = "allegiance",
        ["allegience"] = "allegiance",
        ["alliviate"] = "alleviate",
        ["allopone"] = "allophone",
        ["allopones"] = "allophones",
        ["alotted"] = "allotted",
        ["alowed"] = "allowed",
        ["alowing"] = "allowing",
        ["alusion"] = "allusion",
        ["almots"] = "almost",
        ["almsot"] = "almost",
        ["alomst"] = "almost",
        ["alonw"] = "alone",
        ["allready"] = "already",
        ["alraedy"] = "already",
        ["alreayd"] = "already",
        ["alreday"] = "already",
        ["aready"] = "already",
        ["alsation"] = "Alsatian",
        ["alsot"] = "also",
        ["aslo"] = "also",
        ["alternitives"] = "alternatives",
        ["allthough"] = "although",
        ["altho"] = "although",
        ["althought"] = "although",
        ["altough"] = "although",
        ["allwasy"] = "always",
        ["allwyas"] = "always",
        ["alwasy"] = "always",
        ["alwats"] = "always",
        ["alway"] = "always",
        ["alwyas"] = "always",
        ["amalgomated"] = "amalgamated",
        ["amatuer"] = "amateur",
        ["amerliorate"] = "ameliorate",
        ["ammend"] = "amend",
        ["ammended"] = "amended",
        ["admendment"] = "amendment",
        ["amendmant"] = "amendment",
        ["ammendment"] = "amendment",
        ["ammendments"] = "amendments",
        ["amoung"] = "among",
        ["amung"] = "among",
        ["amoungst"] = "amongst",
        ["ammount"] = "amount",
        ["ammused"] = "amused",
        ["analagous"] = "analogous",
        ["analogeous"] = "analogous",
        ["analitic"] = "analytic",
        ["anarchim"] = "anarchism",
        ["anarchistm"] = "anarchism",
        ["ansestors"] = "ancestors",
        ["ancestory"] = "ancestry",
        ["ancilliary"] = "ancillary",
        ["adn"] = "and",
        ["anbd"] = "and",
        ["anmd"] = "and",
        ["andone"] = "and one",
        ["andteh"] = "and the",
        ["andthe"] = "and the",
        ["androgenous"] = "androgynous",
        ["androgeny"] = "androgyny",
        ["anihilation"] = "annihilation",
        ["aniversary"] = "anniversary",
        ["annouced"] = "announced",
        ["anounced"] = "announced",
        ["anual"] = "annual",
        ["annualy"] = "annually",
        ["annuled"] = "annulled",
        ["anulled"] = "annulled",
        ["annoint"] = "anoint",
        ["annointed"] = "anointed",
        ["annointing"] = "anointing",
        ["annoints"] = "anoints",
        ["anomolies"] = "anomalies",
        ["anomolous"] = "anomalous",
        ["anomoly"] = "anomaly",
        ["anonimity"] = "anonymity",
        ["anohter"] = "another",
        ["anotehr"] = "another",
        ["anothe"] = "another",
        ["anwsered"] = "answered",
        ["antartic"] = "antarctic",
        ["anthromorphisation"] = "anthropomorphisation",
        ["anthromorphization"] = "anthropomorphization",
        ["anyother"] = "any other",
        ["anytying"] = "anything",
        ["anyhwere"] = "anywhere",
        ["appart"] = "apart",
        ["aparment"] = "apartment",
        ["appartment"] = "apartment",
        ["appartments"] = "apartments",
        ["apenines"] = "Apennines",
        ["appenines"] = "Apennines",
        ["apolegetics"] = "apologetics",
        ["appologies"] = "apologies",
        ["appology"] = "apology",
        ["aparent"] = "apparent",
        ["apparant"] = "apparent",
        ["apparrent"] = "apparent",
        ["apparantly"] = "apparently",
        ["appealling"] = "appealing",
        ["appeareance"] = "appearance",
        ["appearence"] = "appearance",
        ["apperance"] = "appearance",
        ["apprearance"] = "appearance",
        ["appearences"] = "appearances",
        ["apperances"] = "appearances",
        ["appeares"] = "appears",
        ["aplication"] = "application",
        ["applicaiton"] = "application",
        ["applicaitons"] = "applications",
        ["aplied"] = "applied",
        ["applyed"] = "applied",
        ["appointiment"] = "appointment",
        ["apprieciate"] = "appreciate",
        ["aprehensive"] = "apprehensive",
        ["approachs"] = "approaches",
        ["appropiate"] = "appropriate",
        ["appropraite"] = "appropriate",
        ["appropropiate"] = "appropriate",
        ["approrpiate"] = "appropriate",
        ["approrpriate"] = "appropriate",
        ["apropriate"] = "appropriate",
        ["approproximate"] = "approximate",
        ["aproximate"] = "approximate",
        ["approxamately"] = "approximately",
        ["approxiately"] = "approximately",
        ["approximitely"] = "approximately",
        ["aproximately"] = "approximately",
        ["arbitarily"] = "arbitrarily",
        ["abritrary"] = "arbitrary",
        ["arbitary"] = "arbitrary",
        ["arbouretum"] = "arboretum",
        ["archiac"] = "archaic",
        ["archimedian"] = "Archimedean",
        ["archictect"] = "architect",
        ["archetectural"] = "architectural",
        ["architectual"] = "architectural",
        ["archetecturally"] = "architecturally",
        ["architechturally"] = "architecturally",
        ["archetecture"] = "architecture",
        ["architechture"] = "architecture",
        ["architechtures"] = "architectures",
        ["argubly"] = "arguably",
        ["armamant"] = "armament",
        ["armistace"] = "armistice",
        ["arised"] = "arose",
        ["arond"] = "around",
        ["aroud"] = "around",
        ["arround"] = "around",
        ["arund"] = "around",
        ["aranged"] = "arranged",
        ["arangement"] = "arrangement",
        ["arrangment"] = "arrangement",
        ["arrangments"] = "arrangements",
        ["arival"] = "arrival",
        ["artical"] = "article",
        ["artice"] = "article",
        ["articel"] = "article",
        ["artifical"] = "artificial",
        ["artifically"] = "artificially",
        ["artillary"] = "artillery",
        ["asthe"] = "as the",
        ["aswell"] = "as well",
        ["asetic"] = "ascetic",
        ["aisian"] = "Asian",
        ["asside"] = "aside",
        ["asphyxation"] = "asphyxiation",
        ["assisnate"] = "assassinate",
        ["assassintation"] = "assassination",
        ["assosication"] = "assassination",
        ["asssassans"] = "assassins",
        ["assualt"] = "assault",
        ["assualted"] = "assaulted",
        ["assemple"] = "assemble",
        ["assertation"] = "assertion",
        ["assesment"] = "assessment",
        ["asign"] = "assign",
        ["assit"] = "assist",
        ["assistent"] = "assistant",
        ["assitant"] = "assistant",
        ["assoicate"] = "associate",
        ["assoicated"] = "associated",
        ["assoicates"] = "associates",
        ["assocation"] = "association",
        ["asume"] = "assume",
        ["asteriod"] = "asteroid",
        ["atthe"] = "at the",
        ["athiesm"] = "atheism",
        ["athiest"] = "atheist",
        ["atheistical"] = "atheistic",
        ["athenean"] = "Athenian",
        ["atheneans"] = "Athenians",
        ["atmospher"] = "atmosphere",
        ["attrocities"] = "atrocities",
        ["attatch"] = "attach",
        ["atain"] = "attain",
        ["attemp"] = "attempt",
        ["attemt"] = "attempt",
        ["attemped"] = "attempted",
        ["attemted"] = "attempted",
        ["attemting"] = "attempting",
        ["attemts"] = "attempts",
        ["attendence"] = "attendance",
        ["attendent"] = "attendant",
        ["attendents"] = "attendants",
        ["attened"] = "attended",
        ["atention"] = "attention",
        ["attension"] = "attention",
        ["attentioin"] = "attention",
        ["attitide"] = "attitude",
        ["atorney"] = "attorney",
        ["attributred"] = "attributed",
        ["audeince"] = "audience",
        ["audiance"] = "audience",
        ["austrailia"] = "Australia",
        ["austrailian"] = "Australian",
        ["australian"] = "Australian",
        ["auther"] = "author",
        ["autor"] = "author",
        ["authorative"] = "authoritative",
        ["authoritive"] = "authoritative",
        ["authorites"] = "authorities",
        ["authoritiers"] = "authorities",
        ["authrorities"] = "authorities",
        ["authorithy"] = "authority",
        ["autority"] = "authority",
        ["authobiographic"] = "autobiographic",
        ["authobiography"] = "autobiography",
        ["autochtonous"] = "autochthonous",
        ["autoctonous"] = "autochthonous",
        ["automaticly"] = "automatically",
        ["automibile"] = "automobile",
        ["automonomous"] = "autonomous",
        ["auxillaries"] = "auxiliaries",
        ["auxilliaries"] = "auxiliaries",
        ["auxilary"] = "auxiliary",
        ["auxillary"] = "auxiliary",
        ["auxilliary"] = "auxiliary",
        ["availablility"] = "availability",
        ["availaible"] = "available",
        ["availalbe"] = "available",
        ["availble"] = "available",
        ["availiable"] = "available",
        ["availible"] = "available",
        ["avalable"] = "available",
        ["avaliable"] = "available",
        ["avilable"] = "available",
        ["avalance"] = "avalanche",
        ["averageed"] = "averaged",
        ["avation"] = "aviation",
        ["awared"] = "awarded",
        ["awya"] = "away",
        ["aywa"] = "away",
        ["abck"] = "back",
        ["bakc"] = "back",
        ["bcak"] = "back",
        ["backgorund"] = "background",

        ["backrounds"] = "backgrounds",
        ["balence"] = "balance",
        ["ballance"] = "balance",
        ["banannas"] = "bananas",
        ["bandwith"] = "bandwidth",
        ["bankrupcy"] = "bankruptcy",
        ["banruptcy"] = "bankruptcy",
        ["barbeque"] = "barbecue",
        ["basicaly"] = "basically",
        ["basicly"] = "basically",
        ["cattleship"] = "battleship",
        ["bve"] = "be",
        ["eb"] = "be",
        ["beachead"] = "beachhead",
        ["atiful"] = "beautiful",
        ["beautyfull"] = "beautiful",
        ["beutiful"] = "beautiful",
        ["becamae"] = "became",
        ["baceause"] = "because",
        ["beacuse"] = "because",
        ["becasue"] = "because",
        ["becaus"] = "because",
        ["beccause"] = "because",
        ["becouse"] = "because",
        ["becuase"] = "because",
        ["becuse"] = "because",
        ["becausea"] = "because a",
        ["becauseof"] = "because of",
        ["becausethe"] = "because the",
        ["becauseyou"] = "because you",
        ["becoe"] = "become",
        ["becomeing"] = "becoming",
        ["becomming"] = "becoming",
        ["bedore"] = "before",
        ["befoer"] = "before",
        ["begginer"] = "beginner",
        ["begginers"] = "beginners",
        ["beggining"] = "beginning",
        ["begining"] = "beginning",
        ["beginining"] = "beginning",
        ["beginnig"] = "beginning",
        ["begginings"] = "beginnings",
        ["beggins"] = "begins",
        ["behavour"] = "behaviour",
        ["beng"] = "being",
        ["beleagured"] = "beleaguered",
        ["beligum"] = "belgium",
        ["beleif"] = "belief",
        ["beleiev"] = "believe",
        ["beleieve"] = "believe",
        ["beleive"] = "believe",
        ["belive"] = "believe",
        ["beleived"] = "believed",
        ["belived"] = "believed",
        ["beleives"] = "believes",
        ["beleiving"] = "believing",
        ["belligerant"] = "belligerent",
        ["bellweather"] = "bellwether",
        ["bemusemnt"] = "bemusement",
        ["benefical"] = "beneficial",
        ["benificial"] = "beneficial",
        ["beneficary"] = "beneficiary",
        ["benifit"] = "benefit",
        ["benifits"] = "benefits",
        ["bergamont"] = "bergamot",
        ["bernouilli"] = "Bernoulli",
        ["beseige"] = "besiege",
        ["beseiged"] = "besieged",
        ["beseiging"] = "besieging",
        ["beastiality"] = "bestiality",
        ["betweeen"] = "between",
        ["betwen"] = "between",
        ["bewteen"] = "between",
        ["inbetween"] = "between",
        ["vetween"] = "between",
        ["bicep"] = "biceps",
        ["bilateraly"] = "bilaterally",
        ["billingualism"] = "bilingualism",
        ["binominal"] = "binomial",
        ["bizzare"] = "bizarre",
        ["blaim"] = "blame",
        ["blaimed"] = "blamed",
        ["blessure"] = "blessing",
        ["blitzkreig"] = "Blitzkrieg",
        ["bodydbuilder"] = "bodybuilder",
        ["bombardement"] = "bombardment",
        ["bombarment"] = "bombardment",
        ["bonnano"] = "Bonanno",
        ["bondary"] = "boundary",
        ["boundry"] = "boundary",
        ["boxs"] = "boxes",
        ["brasillian"] = "Brazilian",
        ["breakthough"] = "breakthrough",
        ["breakthroughts"] = "breakthroughs",
        ["brethen"] = "brethren",
        ["bretheren"] = "brethren",
        ["breif"] = "brief",
        ["breifly"] = "briefly",
        ["briliant"] = "brilliant",
        ["brillant"] = "brilliant",
        ["brimestone"] = "brimstone",
        ["britian"] = "Britain",
        ["brittish"] = "British",
        ["broacasted"] = "broadcast",
        ["brodcast"] = "broadcast",
        ["broadacasting"] = "broadcasting",
        ["broady"] = "broadly",
        ["borke"] = "broke",
        ["buddah"] = "Buddha",
        ["bouy"] = "buoy",
        ["bouyancy"] = "buoyancy",
        ["buoancy"] = "buoyancy",
        ["bouyant"] = "buoyant",
        ["boyant"] = "buoyant",
        ["beaurocracy"] = "bureaucracy",
        ["beaurocratic"] = "bureaucratic",
        ["burried"] = "buried",
        ["buisness"] = "business",
        ["busness"] = "business",
        ["bussiness"] = "business",
        ["busineses"] = "businesses",
        ["buisnessman"] = "businessman",
        ["butthe"] = "but the",
        ["ceasar"] = "Caesar",
        ["casion"] = "caisson",
        ["caluclate"] = "calculate",
        ["caluculate"] = "calculate",
        ["calulate"] = "calculate",
        ["calcullated"] = "calculated",
        ["caluclated"] = "calculated",
        ["caluculated"] = "calculated",
        ["calulated"] = "calculated",
        ["calculs"] = "calculus",
        ["calander"] = "calendar",
        ["calenders"] = "calendars",
        ["califronia"] = "California",
        ["califronian"] = "Californian",
        ["caligraphy"] = "calligraphy",
        ["callipigian"] = "callipygian",
        ["cambrige"] = "Cambridge",
        ["camoflage"] = "camouflage",
        ["campain"] = "campaign",
        ["campains"] = "campaigns",
        ["acn"] = "can",
        ["cna"] = "can",
        ["cxan"] = "can",
        ["candadate"] = "candidate",
        ["candiate"] = "candidate",
        ["candidiate"] = "candidate",
        ["candidtae"] = "candidate",
        ["candidtaes"] = "candidates",
        ["cannister"] = "canister",
        ["cannisters"] = "canisters",
        ["cannnot"] = "cannot",
        ["cannonical"] = "canonical",
        ["cantalope"] = "cantaloupe",
        ["caperbility"] = "capability",
        ["capible"] = "capable",
        ["capetown"] = "Cape Town",
        ["captial"] = "capital",
        ["captued"] = "captured",
        ["capturd"] = "captured",
        ["carcas"] = "carcass",
        ["carreer"] = "career",
        ["carrers"] = "careers",
        ["carefull"] = "careful",
        ["carribbean"] = "Caribbean",
        ["carribean"] = "Caribbean",
        ["careing"] = "caring",
        ["carmalite"] = "Carmelite",
        ["carniverous"] = "carnivorous",
        ["carthagian"] = "Carthaginian",
        ["cartilege"] = "cartilage",
        ["cartilidge"] = "cartilage",
        ["carthographer"] = "cartographer",
        ["cartdridge"] = "cartridge",
        ["cartrige"] = "cartridge",
        ["casette"] = "cassette",
        ["cassawory"] = "cassowary",
        ["cassowarry"] = "cassowary",
        ["casulaties"] = "casualties",
        ["causalities"] = "casualties",
        ["casulaty"] = "casualty",
        ["categiory"] = "category",
        ["ctaegory"] = "category",
        ["catterpilar"] = "caterpillar",
        ["catterpilars"] = "caterpillars",
        ["cathlic"] = "catholic",
        ["catholocism"] = "catholicism",
        ["caucasion"] = "Caucasian",
        ["cacuses"] = "caucuses",
        ["cieling"] = "ceiling",
        ["cellpading"] = "cellpadding",
        ["celcius"] = "Celsius",
        ["cemetaries"] = "cemeteries",
        ["cementary"] = "cemetery",
        ["cemetarey"] = "cemetery",
        ["cemetary"] = "cemetery",
        ["sensure"] = "censure",
        ["cencus"] = "census",
        ["cententenial"] = "centennial",
        ["centruies"] = "centuries",
        ["centruy"] = "century",
        ["cerimonial"] = "ceremonial",
        ["cerimonies"] = "ceremonies",
        ["cerimonious"] = "ceremonious",
        ["cerimony"] = "ceremony",
        ["ceromony"] = "ceremony",
        ["certian"] = "certain",
        ["certainity"] = "certainty",
        ["chariman"] = "chairman",
        ["challange"] = "challenge",
        ["challege"] = "challenge",
        ["challanged"] = "challenged",
        ["challanges"] = "challenges",
        ["chalenging"] = "challenging",
        ["champange"] = "champagne",
        ["chaneg"] = "change",
        ["chnage"] = "change",
        ["changable"] = "changeable",
        ["chanegs"] = "changes",
        ["changeing"] = "changing",
        ["changng"] = "changing",
        ["caharcter"] = "character",
        ["carachter"] = "character",
        ["charachter"] = "character",
        ["charactor"] = "character",
        ["charecter"] = "character",
        ["charector"] = "character",
        ["chracter"] = "character",
        ["caracterised"] = "characterised",
        ["charaterised"] = "characterised",
        ["charactersistic"] = "characteristic",
        ["charistics"] = "characteristics",
        ["caracterised"] = "characterised",
        ["charaterized"] = "characterised",
        ["cahracters"] = "characters",
        ["charachters"] = "characters",
        ["charactors"] = "characters",
        ["carismatic"] = "charismatic",
        ["charasmatic"] = "charismatic",
        ["chartiable"] = "charitable",
        ["caht"] = "chat",
        ["chekc"] = "check",
        ["chemcial"] = "chemical",
        ["chemcially"] = "chemically",
        ["chemicaly"] = "chemically",
        ["chemestry"] = "chemistry",
        ["cheif"] = "chief",
        ["childbird"] = "childbirth",
        ["childen"] = "children",
        ["chilli"] = "chili",
        ["choosen"] = "chosen",
        ["chuch"] = "church",
        ["curch"] = "church",
        ["churchs"] = "churches",
        ["cincinatti"] = "Cincinnati",
        ["cincinnatti"] = "Cincinnati",
        ["circut"] = "circuit",
        ["ciricuit"] = "circuit",
        ["curcuit"] = "circuit",
        ["circulaton"] = "circulation",
        ["circumsicion"] = "circumcision",
        ["sercumstances"] = "circumstances",
        ["cirtus"] = "citrus",
        ["civillian"] = "civilian",
        ["claimes"] = "claims",
        ["clas"] = "class",
        ["clasic"] = "classic",
        ["clasical"] = "classical",
        ["clasically"] = "classically",
        ["claer"] = "clear",
        ["cleareance"] = "clearance",
        ["claered"] = "cleared",
        ["claerer"] = "clearer",
        ["claerly"] = "clearly",
        ["cliant"] = "client",
        ["clincial"] = "clinical",
        ["clinicaly"] = "clinically",
        ["caost"] = "coast",
        ["coctail"] = "cocktail",
        ["cognizent"] = "cognizant",
        ["coincedentally"] = "coincidentally",
        ["colaborations"] = "collaborations",
        ["collaberative"] = "collaborative",
        ["colateral"] = "collateral",
        ["collegue"] = "colleague",
        ["collegues"] = "colleagues",
        ["collectable"] = "collectible",
        ["colection"] = "collection",
        ["collecton"] = "collection",
        ["colelctive"] = "collective",
        ["collonies"] = "colonies",
        ["colonisators"] = "colonisers",
        ["colonisators"] = "colonisers",
        ["collonade"] = "colonnade",
        ["collony"] = "colony",
        ["collosal"] = "colossal",
        ["colum"] = "column",
        ["combintation"] = "combination",
        ["combanations"] = "combinations",
        ["combinatins"] = "combinations",
        ["combusion"] = "combustion",
        ["comback"] = "comeback",
        ["commedic"] = "comedic",
        ["confortable"] = "comfortable",
        ["comming"] = "coming",
        ["commadn"] = "command",
        ["comander"] = "commander",
        ["comando"] = "commando",
        ["comandos"] = "commandos",
        ["commandoes"] = "commandos",
        ["comemmorate"] = "commemorate",
        ["commemmorate"] = "commemorate",
        ["commmemorated"] = "commemorated",
        ["comemmorates"] = "commemorates",
        ["commemmorating"] = "commemorating",
        ["comemoretion"] = "commemoration",
        ["commemerative"] = "commemorative",
        ["commerorative"] = "commemorative",
        ["commerical"] = "commercial",
        ["commericial"] = "commercial",
        ["commerically"] = "commercially",
        ["commericially"] = "commercially",
        ["comission"] = "commission",
        ["commision"] = "commission",
        ["comissioned"] = "commissioned",
        ["commisioned"] = "commissioned",
        ["comissioner"] = "commissioner",
        ["commisioner"] = "commissioner",
        ["comissioning"] = "commissioning",
        ["commisioning"] = "commissioning",
        ["comissions"] = "commissions",
        ["commisions"] = "commissions",
        ["comit"] = "commit",
        ["committment"] = "commitment",
        ["committments"] = "commitments",
        ["comited"] = "committed",
        ["comitted"] = "committed",
        ["commited"] = "committed",
        ["comittee"] = "committee",
        ["commitee"] = "committee",
        ["committe"] = "committee",
        ["committy"] = "committee",
        ["comiting"] = "committing",
        ["comitting"] = "committing",
        ["commiting"] = "committing",
        ["commongly"] = "commonly",
        ["commonweath"] = "commonwealth",
        ["comunicate"] = "communicate",
        ["comminication"] = "communication",
        ["communciation"] = "communication",
        ["communiation"] = "communication",
        ["commuications"] = "communications",
        ["commuinications"] = "communications",
        ["communites"] = "communities",
        ["comunity"] = "community",
        ["comanies"] = "companies",
        ["comapnies"] = "companies",
        ["comany"] = "company",
        ["comapany"] = "company",
        ["comapny"] = "company",
        ["comparitive"] = "comparative",
        ["comparitively"] = "comparatively",
        ["compair"] = "compare",
        ["comparision"] = "comparison",
        ["comparisions"] = "comparisons",
        ["compability"] = "compatibility",
        ["compatiable"] = "compatible",
        ["compensantion"] = "compensation",
        ["competance"] = "competence",
        ["competant"] = "competent",
        ["compitent"] = "competent",
        ["competitiion"] = "competition",
        ["compeitions"] = "competitions",
        ["competative"] = "competitive",
        ["competive"] = "competitive",
        ["competiveness"] = "competitiveness",
        ["copmetitors"] = "competitors",
        ["complier"] = "compiler",
        ["compleated"] = "completed",
        ["completedthe"] = "completed the",
        ["competely"] = "completely",
        ["compleatly"] = "completely",
        ["completelyl"] = "completely",
        ["completly"] = "completely",
        ["compleatness"] = "completeness",
        ["completness"] = "completeness",
        ["completetion"] = "completion",
        ["componant"] = "component",
        ["composate"] = "composite",
        ["comphrehensive"] = "comprehensive",
        ["comprimise"] = "compromise",
        ["compulsary"] = "compulsory",
        ["compulsery"] = "compulsory",
        ["cmoputer"] = "computer",
        ["coputer"] = "computer",
        ["computarised"] = "computerised",
        ["computarized"] = "computerised",
        ["concieted"] = "conceited",
        ["concieve"] = "conceive",
        ["concieved"] = "conceived",
        ["consentrate"] = "concentrate",
        ["consentrated"] = "concentrated",
        ["consentrates"] = "concentrates",
        ["consept"] = "concept",
        ["consern"] = "concern",
        ["conserned"] = "concerned",
        ["conserning"] = "concerning",
        ["comdemnation"] = "condemnation",
        ["condamned"] = "condemned",
        ["condemmed"] = "condemned",
        ["condidtion"] = "condition",
        ["condidtions"] = "conditions",
        ["conditionsof"] = "conditions of",
        ["condolances"] = "condolences",
        ["conferance"] = "conference",
        ["confidental"] = "confidential",
        ["confidentally"] = "confidentially",
        ["confids"] = "confides",
        ["configureable"] = "configurable",
        ["confirmmation"] = "confirmation",
        ["coform"] = "conform",
        ["congradulations"] = "congratulations",
        ["congresional"] = "congressional",
        ["conjecutre"] = "conjecture",
        ["conjuction"] = "conjunction",
        ["conected"] = "connected",
        ["conneticut"] = "Connecticut",
        ["conection"] = "connection",
        ["conived"] = "connived",
        ["cannotation"] = "connotation",
        ["cannotations"] = "connotations",
        ["conotations"] = "connotations",
        ["conquerd"] = "conquered",
        ["conqured"] = "conquered",
        ["conquerer"] = "conqueror",
        ["conquerers"] = "conquerors",
        ["concious"] = "conscious",
        ["consious"] = "conscious",
        ["conciously"] = "consciously",
        ["conciousness"] = "consciousness",
        ["consciouness"] = "consciousness",
        ["consiciousness"] = "consciousness",
        ["consicousness"] = "consciousness",
        ["consectutive"] = "consecutive",
        ["concensus"] = "consensus",
        ["conesencus"] = "consensus",
        ["conscent"] = "consent",
        ["consequeseces"] = "consequences",
        ["consenquently"] = "consequently",
        ["consequentually"] = "consequently",
        ["conservitive"] = "conservative",
        ["concider"] = "consider",
        ["consdider"] = "consider",
        ["considerit"] = "considerate",
        ["considerite"] = "considerate",
        ["concidered"] = "considered",
        ["consdidered"] = "considered",
        ["consdiered"] = "considered",
        ["considerd"] = "considered",
        ["consideres"] = "considered",
        ["concidering"] = "considering",
        ["conciders"] = "considers",
        ["consistant"] = "consistent",
        ["consistantly"] = "consistently",
        ["consolodate"] = "consolidate",
        ["consolodated"] = "consolidated",
        ["consonent"] = "consonant",
        ["consonents"] = "consonants",
        ["consorcium"] = "consortium",
        ["conspiracys"] = "conspiracies",
        ["conspiricy"] = "conspiracy",
        ["conspiriator"] = "conspirator",
        ["constatn"] = "constant",
        ["constanly"] = "constantly",
        ["constarnation"] = "consternation",
        ["consituencies"] = "constituencies",
        ["consituency"] = "constituency",
        ["constituant"] = "constituent",
        ["constituants"] = "constituents",
        ["consituted"] = "constituted",
        ["consitution"] = "constitution",
        ["constituion"] = "constitution",
        ["costitution"] = "constitution",
        ["consitutional"] = "constitutional",
        ["constituional"] = "constitutional",
        ["constaints"] = "constraints",
        ["consttruction"] = "construction",
        ["constuction"] = "construction",
        ["contruction"] = "construction",
        ["consulant"] = "consultant",
        ["consultent"] = "consultant",
        ["consumber"] = "consumer",
        ["consumate"] = "consummate",
        ["consumated"] = "consummated",
        ["comntain"] = "contain",
        ["comtain"] = "contain",
        ["comntains"] = "contains",
        ["comtains"] = "contains",
        ["containes"] = "contains",
        ["countains"] = "contains",
        ["contaiminate"] = "contaminate",
        ["contemporaneus"] = "contemporaneous",
        ["contamporaries"] = "contemporaries",
        ["contamporary"] = "contemporary",
        ["contempoary"] = "contemporary",
        ["contempory"] = "contemporary",
        ["contendor"] = "ontender",
        ["constinually"] = "continually",
        ["contined"] = "continued",
        ["continueing"] = "continuing",
        ["continous"] = "continuous",
        ["continously"] = "continuously",
        ["contritutions"] = "contributions",
        ["contributer"] = "contributor",
        ["contributers"] = "contributors",
        ["controll"] = "control",
        ["controled"] = "controlled",
        ["controling"] = "controlling",
        ["controlls"] = "controls",
        ["contravercial"] = "controversial",
        ["controvercial"] = "controversial",
        ["controversal"] = "controversial",
        ["controvertial"] = "controversial",
        ["controveries"] = "controversies",
        ["contraversy"] = "controversy",
        ["controvercy"] = "controversy",
        ["controvery"] = "controversy",
        ["conveinent"] = "convenient",
        ["convienient"] = "convenient",
        ["convential"] = "conventional",
        ["convertion"] = "conversion",
        ["convertor"] = "converter",
        ["convertors"] = "converters",
        ["convertable"] = "convertible",
        ["convertables"] = "convertibles",
        ["conveyer"] = "conveyor",
        ["conviced"] = "convinced",
        ["cooparate"] = "cooperate",
        ["cooporate"] = "cooperate",
        ["coordiantion"] = "coordination",
        ["cpoy"] = "copy",
        ["copywrite"] = "copyright",
        ["coridal"] = "cordial",
        ["corparate"] = "corporate",
        ["corproation"] = "corporation",
        ["coorperations"] = "corporations",
        ["corperations"] = "corporations",
        ["corproations"] = "corporations",
        ["correcters"] = "correctors",
        ["corrispond"] = "correspond",
        ["corrisponded"] = "corresponded",
        ["rrespondant"] = "correspondent",
        ["corrispondant"] = "correspondent",
        ["correspondants"] = "correspondents",
        ["corrispondants"] = "correspondents",
        ["correponding"] = "corresponding",
        ["correposding"] = "corresponding",
        ["corrisponding"] = "corresponding",
        ["corrisponds"] = "corresponds",
        ["corridoors"] = "corridors",
        ["corosion"] = "corrosion",
        ["corruptable"] = "corruptible",
        ["cotten"] = "cotton",
        ["coudl"] = "could",
        ["couldthe"] = "could the",
        ["coucil"] = "council",
        ["counries"] = "countries",
        ["countires"] = "countries",
        ["ocuntries"] = "countries",
        ["ocuntry"] = "country",
        ["coururier"] = "courier",
        ["convenant"] = "covenant",
        ["creaeted"] = "created",
        ["creedence"] = "credence",
        ["criterias"] = "criteria",
        ["critereon"] = "criterion",
        ["crtical"] = "critical",
        ["critised"] = "criticised",
        ["criticing"] = "criticising",
        ["criticists"] = "critics",
        ["crockodiles"] = "crocodiles",
        ["crucifiction"] = "crucifixion",
        ["crusies"] = "cruises",
        ["crystalisation"] = "crystallisation",
        ["culiminating"] = "culminating",
        ["cumulatative"] = "cumulative",
        ["currenly"] = "currently",
        ["ciriculum"] = "curriculum",
        ["curriculem"] = "curriculum",
        ["cusotmer"] = "customer",
        ["cutsomer"] = "customer",
        ["cusotmers"] = "customers",
        ["cutsomers"] = "customers",
        ["cxan"] = "cyan",
        ["cilinder"] = "cylinder",
        ["cyclinder"] = "cylinder",
        ["critereon"] = "criterion",
        ["crtical"] = "critical",
        ["critised"] = "criticised",
        ["criticing"] = "criticising",
        ["criticists"] = "critics",
        ["crockodiles"] = "crocodiles",
        ["crucifiction"] = "crucifixion",
        ["crusies"] = "cruises",
        ["crystalisation"] = "crystallisation",
        ["culiminating"] = "culminating",
        ["cumulatative"] = "cumulative",
        ["currenly"] = "currently",
        ["ciriculum"] = "curriculum",
        ["curriculem"] = "curriculum",
        ["cusotmer"] = "customer",
        ["cutsomer"] = "customer",
        ["cusotmers"] = "customers",
        ["cutsomers"] = "customers",
        ["cxan"] = "cyan",
        ["cilinder"] = "cylinder",
        ["cyclinder"] = "cylinder",
        ["dakiri"] = "daiquiri",
        ["dalmation"] = "dalmatian",
        ["danceing"] = "dancing",
        ["dardenelles"] = "Dardanelles",
        ["dael"] = "deal",
        ["debateable"] = "debatable",
        ["decaffinated"] = "decaffeinated",
        ["decathalon"] = "decathlon",
        ["decieved"] = "deceived",
        ["decideable"] = "decidable",
        ["deside"] = "decide",
        ["decidely"] = "decidedly",
        ["ecidious"] = "deciduous",
        ["decison"] = "decision",
        ["descision"] = "decision",
        ["desicion"] = "decision",
        ["desision"] = "decision",
        ["decisons"] = "decisions",
        ["descisions"] = "decisions",
        ["desicions"] = "decisions",
        ["desisions"] = "decisions",
        ["decomissioned"] = "decommissioned",
        ["decomposit"] = "decompose",
        ["decomposited"] = "decomposed",
        ["decomposits"] = "decomposes",
        ["decompositing"] = "decomposing",
        ["decress"] = "decrees",
        ["deafult"] = "default",
        ["defendent"] = "defendant",
        ["defendents"] = "defendants",
        ["defencive"] = "defensive",
        ["deffensively"] = "defensively",
        ["definance"] = "defiance",
        ["deffine"] = "define",
        ["deffined"] = "defined",
        ["definining"] = "defining",
        ["definate"] = "definite",
        ["definit"] = "definite",
        ["definately"] = "definitely",
        ["definatly"] = "definitely",
        ["definetly"] = "definitely",
        ["definitly"] = "definitely",
        ["definiton"] = "definition",
        ["defintion"] = "definition",
        ["degredation"] = "degradation",
        ["degrate"] = "degrade",
        ["dieties"] = "deities",
        ["diety"] = "deity",
        ["delagates"] = "delegates",
        ["deliberatly"] = "deliberately",
        ["delerious"] = "delirious",
        ["delusionally"] = "delusively",
        ["devels"] = "delves",
        ["damenor"] = "demeanor",
        ["demenor"] = "demeanor",
        ["damenor"] = "demeanour",
        ["damenour"] = "demeanour",
        ["demenour"] = "demeanour",
        ["demorcracy"] = "democracy",
        ["demographical"] = "demographic",
        ["demolision"] = "demolition",
        ["demostration"] = "demonstration",
        ["denegrating"] = "denigrating",
        ["densly"] = "densely",
        ["deparment"] = "department",
        ["deptartment"] = "department",
        ["dependance"] = "dependence",
        ["dependancy"] = "dependency",
        ["dependant"] = "dependent",
        ["despict"] = "depict",
        ["derivitive"] = "derivative",
        ["deriviated"] = "derived",
        ["dirived"] = "derived",
        ["derogitory"] = "derogatory",
        ["decendant"] = "descendant",
        ["decendent"] = "descendant",
        ["decendants"] = "descendants",
        ["decendents"] = "descendants",
        ["descendands"] = "descendants",
        ["decribe"] = "describe",
        ["discribe"] = "describe",
        ["decribed"] = "described",
        ["descibed"] = "described",
        ["discribed"] = "described",
        ["decribes"] = "describes",
        ["descriibes"] = "describes",
        ["discribes"] = "describes",
        ["decribing"] = "describing",
        ["discribing"] = "describing",
        ["descriptoin"] = "description",
        ["descripton"] = "description",
        ["descripters"] = "descriptors",
        ["dessicated"] = "desiccated",
        ["disign"] = "design",
        ["desgined"] = "designed",
        ["dessigned"] = "designed",
        ["desigining"] = "designing",
        ["desireable"] = "desirable",
        ["desktiop"] = "desktop",
        ["dispair"] = "despair",
        ["desparate"] = "desperate",
        ["despiration"] = "desperation",
        ["dispicable"] = "despicable",
        ["dispite"] = "despite",
        ["destablised"] = "destabilised",
        ["destablized"] = "destabilised",
        ["desinations"] = "destinations",
        ["desitned"] = "destined",
        ["destory"] = "destroy",
        ["desctruction"] = "destruction",
        ["distruction"] = "destruction",
        ["distructive"] = "destructive",
        ["detatched"] = "detached",
        ["detailled"] = "detailed",
        ["deatils"] = "details",
        ["dectect"] = "detect",
        ["deteriate"] = "deteriorate",
        ["deteoriated"] = "deteriorated",
        ["deterioriating"] = "deteriorating",
        ["determinining"] = "determining",
        ["detremental"] = "detrimental",
        ["devasted"] = "devastated",
        ["devestated"] = "devastated",
        ["devestating"] = "devastating",
        ["devistating"] = "devastating",
        ["devellop"] = "develop",
        ["devellops"] = "develop",
        ["develloped"] = "developed",
        ["developped"] = "developed",
        ["develloper"] = "developer",
        ["developor"] = "developer",
        ["develeoprs"] = "developers",
        ["devellopers"] = "developers",
        ["developors"] = "developers",
        ["develloping"] = "developing",
        ["delevopment"] = "development",
        ["devellopment"] = "development",
        ["develpment"] = "development",
        ["devolopement"] = "development",
        ["devellopments"] = "developments",
        ["divice"] = "device",
        ["diablical"] = "diabolical",
        ["diamons"] = "diamonds",
        ["diarhea"] = "diarrhoea",
        ["dichtomy"] = "dichotomy",
        ["didnot"] = "did not",
        ["differance"] = "difference",
        ["diferences"] = "differences",
        ["differances"] = "differences",
        ["difefrent"] = "different",
        ["diferent"] = "different",
        ["diferrent"] = "different",
        ["differant"] = "different",
        ["differemt"] = "different",
        ["differnt"] = "different",
        ["diffrent"] = "different",
        ["differentiatiations"] = "differentiations",
        ["diffcult"] = "difficult",
        ["diffculties"] = "difficulties",
        ["dificulties"] = "difficulties",
        ["diffculty"] = "difficulty",
        ["difficulity"] = "difficulty",
        ["dificulty"] = "difficulty",
        ["delapidated"] = "dilapidated",
        ["dimention"] = "dimension",
        ["dimentional"] = "dimensional",
        ["dimesnional"] = "dimensional",
        ["dimenions"] = "dimensions",
        ["dimentions"] = "dimensions",
        ["diminuitive"] = "diminutive",
        ["diosese"] = "diocese",
        ["diptheria"] = "diphtheria",
        ["diphtong"] = "diphthong",
        ["dipthong"] = "diphthong",
        ["diphtongs"] = "diphthongs",
        ["dipthongs"] = "diphthongs",
        ["diplomancy"] = "diplomacy",
        ["directiosn"] = "direction",
        ["driectly"] = "directly",
        ["directer"] = "director",
        ["directers"] = "directors",
        ["disagreeed"] = "disagreed",
        ["dissagreement"] = "disagreement",
        ["disapear"] = "disappear",
        ["dissapear"] = "disappear",
        ["dissappear"] = "disappear",
        ["dissapearance"] = "disappearance",
        ["disapeared"] = "disappeared",
        ["disappearred"] = "disappeared",
        ["dissapeared"] = "disappeared",
        ["dissapearing"] = "disappearing",
        ["dissapears"] = "disappears",
        ["dissappears"] = "disappears",
        ["dissappointed"] = "disappointed",
        ["disapointing"] = "disappointing",
        ["disaproval"] = "disapproval",
        ["dissarray"] = "disarray",
        ["diaster"] = "disaster",
        ["disasterous"] = "disastrous",
        ["disatrous"] = "disastrous",
        ["diciplin"] = "discipline",
        ["disiplined"] = "disciplined",
        ["unconfortability"] = "discomfort",
        ["diconnects"] = "disconnects",
        ["discontentment"] = "discontent",
        ["dicover"] = "discover",
        ["disover"] = "discover",
        ["dicovered"] = "discovered",
        ["discoverd"] = "discovered",
        ["dicovering"] = "discovering",
        ["dicovers"] = "discovers",
        ["dicovery"] = "discovery",
        ["descuss"] = "discuss",
        ["dicussed"] = "discussed",
        ["desease"] = "disease",
        ["disenchanged"] = "disenchanted",
        ["desintegrated"] = "disintegrated",
        ["desintegration"] = "disintegration",
        ["disobediance"] = "disobedience",
        ["dissobediance"] = "disobedience",
        ["dissobedience"] = "disobedience",
        ["disobediant"] = "disobedient",
        ["dissobediant"] = "disobedient",
        ["dissobedient"] = "disobedient",
        ["desorder"] = "disorder",
        ["desoriented"] = "disoriented",
        ["disparingly"] = "disparagingly",
        ["despatched"] = "dispatched",
        ["dispell"] = "dispel",
        ["dispeled"] = "dispelled",
        ["dispeling"] = "dispelling",
        ["dispells"] = "dispels",
        ["dispence"] = "dispense",
        ["dispenced"] = "dispensed",
        ["dispencing"] = "dispensing",
        ["diaplay"] = "display",
        ["dispaly"] = "display",
        ["unplease"] = "displease",
        ["dispostion"] = "disposition",
        ["disproportiate"] = "disproportionate",
        ["disputandem"] = "disputandum",
        ["disatisfaction"] = "dissatisfaction",
        ["disatisfied"] = "dissatisfied",
        ["disemination"] = "dissemination",
        ["disolved"] = "dissolved",
        ["dissonent"] = "dissonant",
        ["disctinction"] = "distinction",
        ["distiction"] = "distinction",
        ["disctinctive"] = "distinctive",
        ["distingish"] = "distinguish",
        ["distingished"] = "distinguished",
        ["distingquished"] = "distinguished",
        ["distingishes"] = "distinguishes",
        ["distingishing"] = "distinguishing",
        ["ditributed"] = "distributed",
        ["distribusion"] = "distribution",
        ["distrubution"] = "distribution",
        ["disricts"] = "districts",
        ["devide"] = "divide",
        ["devided"] = "divided",
        ["divison"] = "division",
        ["divisons"] = "divisions",
        ["docrines"] = "doctrines",
        ["doctines"] = "doctrines",
        ["doccument"] = "document",
        ["docuemnt"] = "document",
        ["documetn"] = "document",
        ["documnet"] = "document",
        ["documenatry"] = "documentary",
        ["doccumented"] = "documented",
        ["doccuments"] = "documents",
        ["docuement"] = "documents",
        ["documnets"] = "documents",
        ["doens"] = "does",
        ["doese"] = "does",
        ["doign"] = "doing",
        ["doimg"] = "doing",
        ["doind"] = "doing",
        ["donig"] = "doing",
        ["dollers"] = "dollars",
        ["dominent"] = "dominant",
        ["dominiant"] = "dominant",
        ["dominaton"] = "domination",
        ["doulbe"] = "double",
        ["dowloads"] = "downloads",
        ["dramtic"] = "dramatic",
        ["draughtman"] = "draughtsman",
        ["dravadian"] = "Dravidian",
        ["deram"] = "dream",
        ["derams"] = "dreams",
        ["dreasm"] = "dreams",
        ["drnik"] = "drink",
        ["driveing"] = "driving",
        ["drummless"] = "drumless",
        ["druming"] = "drumming",
        ["drunkeness"] = "drunkenness",
        ["dukeship"] = "dukedom",
        ["dumbell"] = "dumbbell",
        ["dupicate"] = "duplicate",
        ["durig"] = "during",
        ["durring"] = "during",
        ["duting"] = "during",
        ["dieing"] = "dying",
        ["ealier"] = "earlier",
        ["earlies"] = "earliest",
        ["eearly"] = "early",
        ["earnt"] = "earned",
        ["ecclectic"] = "eclectic",
        ["eclispe"] = "eclipse",
        ["ecomonic"] = "economic",
        ["eceonomy"] = "economy",
        ["esctasy"] = "ecstasy",
        ["eles"] = "eels",
        ["effeciency"] = "efficiency",
        ["efficency"] = "efficiency",
        ["effecient"] = "efficient",
        ["efficent"] = "efficient",
        ["effeciently"] = "efficiently",
        ["efficently"] = "efficiently",
        ["effulence"] = "effluence",
        ["efort"] = "effort",
        ["eforts"] = "efforts",
        ["aggregious"] = "egregious",
        ["eigth"] = "eighth",
        ["eiter"] = "either",
        ["ellected"] = "elected",
        ["electrial"] = "electrical",
        ["electricly"] = "electrically",
        ["electricty"] = "electricity",
        ["eletricity"] = "electricity",
        ["elementay"] = "elementary",
        ["elimentary"] = "elementary",
        ["elphant"] = "elephant",
        ["elicided"] = "elicited",
        ["eligable"] = "eligible",
        ["eleminated"] = "eliminated",
        ["eleminating"] = "eliminating",
        ["alse"] = "else",
        ["esle"] = "else",
        ["eminate"] = "emanate",
        ["eminated"] = "emanated",
        ["embargos"] = "embargoes",
        ["embarras"] = "embarrass",
        ["embarrased"] = "embarrassed",
        ["embarrasing"] = "embarrassing",
        ["embarrasment"] = "embarrassment",
        ["embezelled"] = "embezzled",
        ["emblamatic"] = "emblematic",
        ["emmigrated"] = "emigrated",
        ["emmisaries"] = "emissaries",
        ["emmisarries"] = "emissaries",
        ["emmisarry"] = "emissary",
        ["emmisary"] = "emissary",
        ["emision"] = "emission",
        ["emmision"] = "emission",
        ["emmisions"] = "emissions",
        ["emited"] = "emitted",
        ["emmited"] = "emitted",
        ["emmitted"] = "emitted",
        ["emiting"] = "emitting",
        ["emmiting"] = "emitting",
        ["emmitting"] = "emitting",
        ["emphsis"] = "emphasis",
        ["emphaised"] = "emphasised",
        ["emphysyma"] = "emphysema",
        ["emperical"] = "empirical",
        ["imploys"] = "employs",
        ["enameld"] = "enamelled",
        ["encouraing"] = "encouraging",
        ["encryptiion"] = "ncryption",
        ["encylopedia"] = "encyclopedia",
        ["endevors"] = "endeavors",
        ["endevour"] = "endeavour",
        ["endevours"] = "endeavours",
        ["endig"] = "ending",
        ["endolithes"] = "endoliths",
        ["enforceing"] = "enforcing",
        ["engagment"] = "engagement",
        ["engeneer"] = "engineer",
        ["engieneer"] = "engineer",
        ["engeneering"] = "engineering",
        ["engieneers"] = "engineers",
        ["enlish"] = "English",
        ["enchancement"] = "enhancement",
        ["emnity"] = "enmity",
        ["enourmous"] = "enormous",
        ["enourmously"] = "enormously",
        ["enought"] = "enough",
        ["ensconsed"] = "ensconced",
        ["entaglements"] = "entanglements",
        ["intertaining"] = "entertaining",
        ["enteratinment"] = "entertainment",
        ["entitlied"] = "entitled",
        ["entitity"] = "entity",
        ["entrepeneur"] = "entrepreneur",
        ["entrepeneurs"] = "entrepreneurs",
        ["intrusted"] = "entrusted",
        ["enviornment"] = "environment",
        ["enviornmental"] = "environmental",
        ["enviornmentalist"] = "environmentalist",
        ["enviornmentally"] = "environmentally",
        ["enviornments"] = "environments",
        ["envrionments"] = "environments",
        ["epsiode"] = "episode",
        ["epidsodes"] = "episodes",
        ["equitorial"] = "equatorial",
        ["equilibium"] = "equilibrium",
        ["equilibrum"] = "equilibrium",
        ["equippment"] = "equipment",
        ["equiped"] = "equipped",
        ["equialent"] = "equivalent",
        ["equivalant"] = "equivalent",
        ["equivelant"] = "equivalent",
        ["equivelent"] = "equivalent",
        ["quivilant"] = "equivalent",
        ["equivilent"] = "equivalent",
        ["equivlalent"] = "equivalent",
        ["eratic"] = "erratic",
        ["eratically"] = "erratically",
        ["eraticly"] = "erratically",
        ["errupted"] = "erupted",
        ["especally"] = "especially",
        ["especialy"] = "especially",
        ["especialyl"] = "especially",
        ["espesially"] = "especially",
        ["expecially"] = "especially",
        ["expresso"] = "espresso",
        ["essense"] = "essence",
        ["esential"] = "essential",
        ["essencial"] = "essential",
        ["essentail"] = "essential",
        ["essentual"] = "essential",
        ["essesital"] = "essential",
        ["essentialy"] = "essentially",
        ["estabishes"] = "establishes",
        ["establising"] = "establishing",
        ["esitmated"] = "estimated",
        ["ect"] = "etc",
        ["ethnocentricm"] = "ethnocentrism",
        ["europian"] = "European",
        ["eurpean"] = "European",
        ["eurpoean"] = "European",
        ["europians"] = "Europeans",
        ["evenhtually"] = "eventually",
        ["eventally"] = "eventually",
        ["eventially"] = "eventually",
        ["eventualy"] = "eventually",
        ["eveyr"] = "every",
        ["everytime"] = "every time",
        ["everthing"] = "everything",
        ["evidentally"] = "evidently",
        ["efel"] = "evil",
        ["envolutionary"] = "evolutionary",
        ["exerbate"] = "exacerbate",
        ["exerbated"] = "exacerbated",
        ["excact"] = "exact",
        ["exagerate"] = "exaggerate",
        ["exagerrate"] = "exaggerate",
        ["exagerated"] = "exaggerated",
        ["exagerrated"] = "exaggerated",
        ["exagerates"] = "exaggerates",
        ["exagerrates"] = "exaggerates",
        ["exagerating"] = "exaggerating",
        ["exagerrating"] = "exaggerating",
        ["exhalted"] = "exalted",
        ["examinated"] = "examined",
        ["exemple"] = "example",
        ["exmaple"] = "example",
        ["excedded"] = "exceeded",
        ["exeedingly"] = "exceedingly",
        ["excell"] = "excel",
        ["excellance"] = "excellence",
        ["excelent"] = "excellent",
        ["excellant"] = "excellent",
        ["exelent"] = "excellent",
        ["exellent"] = "excellent",
        ["excells"] = "excels",
        ["exept"] = "except",
        ["exeptional"] = "exceptional",
        ["exerpt"] = "excerpt",
        ["exerpts"] = "excerpts",
        ["excange"] = "exchange",
        ["exchagne"] = "exchange",
        ["exhcange"] = "exchange",
        ["exchagnes"] = "exchanges",
        ["exhcanges"] = "exchanges",
        ["exchanching"] = "exchanging",
        ["excitment"] = "excitement",
        ["exicting"] = "exciting",
        ["exludes"] = "excludes",
        ["exculsivly"] = "exclusively",
        ["excecute"] = "execute",
        ["excecuted"] = "executed",
        ["exectued"] = "executed",
        ["excecutes"] = "executes",
        ["excecuting"] = "executing",
        ["excecution"] = "execution",
        ["exection"] = "execution",
        ["exampt"] = "exempt",
        ["excercise"] = "exercise",
        ["exersize"] = "exercise",
        ["exerciese"] = "exercises",
        ["execising"] = "exercising",
        ["extered"] = "exerted",
        ["exhibtion"] = "exhibition",
        ["exibition"] = "exhibition",
        ["exibitions"] = "exhibitions",
        ["exliled"] = "exiled",
        ["excisted"] = "existed",
        ["existance"] = "existence",
        ["existince"] = "existence",
        ["existant"] = "existent",
        ["exisiting"] = "existing",
        ["exonorate"] = "exonerate",
        ["exoskelaton"] = "exoskeleton",
        ["exapansion"] = "expansion",
        ["expeced"] = "expected",
        ["expeditonary"] = "expeditionary",
        ["expiditions"] = "expeditions",
        ["expell"] = "expel",
        ["expells"] = "expels",
        ["experiance"] = "experience",
        ["experienc"] = "experience",
        ["expierence"] = "experience",
        ["exprience"] = "experience",
        ["experianced"] = "experienced",
        ["exprienced"] = "experienced",
        ["expeiments"] = "experiments",
        ["expalin"] = "explain",
        ["explaning"] = "explaining",
        ["explaination"] = "explanation",
        ["explictly"] = "explicitly",
        ["explotation"] = "exploitation",
        ["exploititive"] = "exploitative",
        ["exressed"] = "expressed",
        ["expropiated"] = "expropriated",
        ["expropiation"] = "expropriation",
        ["extention"] = "extension",
        ["extentions"] = "extensions",
        ["exerternal"] = "external",
        ["exinct"] = "extinct",
        ["extradiction"] = "extradition",
        ["extrordinarily"] = "extraordinarily",
        ["extrordinary"] = "extraordinary",
        ["extravagent"] = "extravagant",
        ["extemely"] = "extremely",
        ["extrememly"] = "extremely",
        ["extremly"] = "extremely",
        ["extermist"] = "extremist",
        ["extremeophile"] = "extremophile",
        ["fascitious"] = "facetious",
        ["facillitate"] = "facilitate",
        ["facilites"] = "facilities",
        ["farenheit"] = "Fahrenheit",
        ["familair"] = "familiar",
        ["familar"] = "familiar",
        ["familliar"] = "familiar",
        ["fammiliar"] = "familiar",
        ["familes"] = "families",
        ["fimilies"] = "families",
        ["famoust"] = "famous",
        ["fanatism"] = "fanaticism",
        ["facia"] = "fascia",
        ["fascitis"] = "fasciitis",
        ["facinated"] = "fascinated",
        ["facist"] = "fascist",
        ["favoutrable"] = "favourable",
        ["feasable"] = "feasible",
        ["faeture"] = "feature",
        ["faetures"] = "features",
        ["febuary"] = "February",
        ["fedreally"] = "federally",
        ["efel"] = "feel",
        ["fertily"] = "fertility",
        ["fued"] = "feud",
        ["fwe"] = "few",
        ["ficticious"] = "fictitious",
        ["fictious"] = "fictitious",
        ["feild"] = "field",
        ["feilds"] = "fields",
        ["fiercly"] = "fiercely",
        ["firey"] = "fiery",
        ["fightings"] = "fighting",
        ["filiament"] = "filament",
        ["fiel"] = "file",
        ["fiels"] = "files",
        ["fianlly"] = "finally",
        ["finaly"] = "finally",
        ["finalyl"] = "finally",
        ["finacial"] = "financial",
        ["financialy"] = "financially",
        ["fidn"] = "find",
        ["fianite"] = "finite",
        ["firts"] = "first",
        ["fisionable"] = "fissionable",
        ["ficed"] = "fixed",
        ["flamable"] = "flammable",
        ["flawess"] = "flawless",
        ["flemmish"] = "Flemish",
        ["glight"] = "flight",
        ["fluorish"] = "flourish",
        ["florescent"] = "fluorescent",
        ["flourescent"] = "fluorescent",
        ["flouride"] = "fluoride",
        ["foucs"] = "focus",
        ["focussed"] = "focused",
        ["focusses"] = "focuses",
        ["focussing"] = "focusing",
        ["follwo"] = "follow",
        ["follwoing"] = "following",
        ["folowing"] = "following",
        ["formalhaut"] = "Fomalhaut",
        ["foootball"] = "football",
        ["fora"] = "for a",
        ["forthe"] = "for the",
        ["forbad"] = "forbade",
        ["forbiden"] = "forbidden",
        ["forhead"] = "forehead",
        ["foriegn"] = "foreign",
        ["formost"] = "foremost",
        ["forunner"] = "forerunner",
        ["forsaw"] = "foresaw",
        ["forseeable"] = "foreseeable",
        ["fortelling"] = "foretelling",
        ["foreward"] = "foreword",
        ["forfiet"] = "forfeit",
        ["formallise"] = "formalise",
        ["formallised"] = "formalised",
        ["formallize"] = "formalise",
        ["formallized"] = "formalised",
        ["formaly"] = "formally",
        ["fomed"] = "formed",
        ["fromed"] = "formed",
        ["formelly"] = "formerly",
        ["fourties"] = "forties",
        ["fourty"] = "forty",
        ["forwrd"] = "forward",
        ["foward"] = "forward",
        ["forwrds"] = "forwards",
        ["fowards"] = "forwards",
        ["faught"] = "fought",
        ["fougth"] = "fought",
        ["foudn"] = "found",
        ["foundaries"] = "foundries",
        ["foundary"] = "foundry",
        ["fouth"] = "fourth",
        ["fransiscan"] = "Franciscan",
        ["fransiscans"] = "Franciscans",
        ["frequentily"] = "frequently",
        ["freind"] = "friend",
        ["freindly"] = "friendly",
        ["firends"] = "friends",
        ["freinds"] = "friends",
        ["frmo"] = "from",
        ["frome"] = "from",
        ["fromthe"] = "from the",
        ["froniter"] = "frontier",
        ["fufill"] = "fulfill",
        ["fufilled"] = "fulfilled",
        ["fulfiled"] = "fulfilled",
        ["funtion"] = "function",
        ["fundametal"] = "fundamental",
        ["fundametals"] = "fundamentals",
        ["furneral"] = "funeral",
        ["funguses"] = "fungi",
        ["firc"] = "furc",
        ["furuther"] = "further",
        ["futher"] = "further",
        ["futhermore"] = "furthermore",
        ["galatic"] = "galactic",
        ["galations"] = "Galatians",
        ["gallaxies"] = "galaxies",
        ["galvinised"] = "galvanised",
        ["galvinized"] = "galvanised",
        ["gameboy"] = "Game Boy",
        ["ganes"] = "games",
        ["ghandi"] = "Gandhi",
        ["ganster"] = "gangster",
        ["garnison"] = "garrison",
        ["guage"] = "gauge",
        ["geneological"] = "genealogical",
        ["geneologies"] = "genealogies",
        ["geneology"] = "genealogy",
        ["gemeral"] = "general",
        ["generaly"] = "generally",
        ["generatting"] = "generating",
        ["genialia"] = "genitalia",
        ["geographicial"] = "geographical",
        ["geometrician"] = "geometer",
        ["geometricians"] = "geometers",
        ["geting"] = "getting",
        ["gettin"] = "getting",
        ["guilia"] = "Giulia",
        ["guiliani"] = "Giuliani",
        ["guilio"] = "Giulio",
        ["guiseppe"] = "Giuseppe",
        ["gievn"] = "given",
        ["giveing"] = "giving",
        ["glace"] = "glance",
        ["gloabl"] = "global",
        ["gnawwed"] = "gnawed",
        ["godess"] = "goddess",
        ["godesses"] = "goddesses",
        ["godounov"] = "Godunov",
        ["goign"] = "going",
        ["gonig"] = "going",
        ["oging"] = "going",
        ["giid"] = "good",
        ["gothenberg"] = "Gothenburg",
        ["gottleib"] = "Gottlieb",
        ["goverance"] = "governance",
        ["govement"] = "government",
        ["govenment"] = "government",
        ["govenrment"] = "government",
        ["goverment"] = "government",
        ["governmnet"] = "government",
        ["govorment"] = "government",
        ["govornment"] = "government",
        ["govermental"] = "governmental",
        ["govormental"] = "governmental",
        ["gouvener"] = "governor",
        ["governer"] = "governor",
        ["gracefull"] = "graceful",
        ["graffitti"] = "graffiti",
        ["grafitti"] = "graffiti",
        ["grammer"] = "grammar",
        ["gramatically"] = "grammatically",
        ["grammaticaly"] = "grammatically",
        ["greatful"] = "grateful",
        ["greatfully"] = "gratefully",
        ["gratuitious"] = "gratuitous",
        ["gerat"] = "great",
        ["graet"] = "great",
        ["grat"] = "great",
        ["gridles"] = "griddles",
        ["greif"] = "grief",
        ["gropu"] = "group",
        ["gruop"] = "group",
        ["gruops"] = "groups",
        ["grwo"] = "grow",
        ["guadulupe"] = "Guadalupe",
        ["gunanine"] = "guanine",
        ["gauarana"] = "guarana",
        ["gaurantee"] = "guarantee",
        ["gaurentee"] = "guarantee",
        ["guarentee"] = "guarantee",
        ["gurantee"] = "guarantee",
        ["gauranteed"] = "guaranteed",
        ["gaurenteed"] = "guaranteed",
        ["guarenteed"] = "guaranteed",
        ["guranteed"] = "guaranteed",
        ["gaurantees"] = "guarantees",
        ["gaurentees"] = "guarantees",
        ["guarentees"] = "guarantees",
        ["gurantees"] = "guarantees",
        ["gaurd"] = "guard",
        ["guatamala"] = "Guatemala",
        ["guatamalan"] = "Guatemalan",
        ["guidence"] = "guidance",
        ["guiness"] = "Guinness",
        ["guttaral"] = "guttural",
        ["gutteral"] = "guttural",
        ["gusy"] = "guys",
        ["habaeus"] = "habeas",
        ["habeus"] = "habeas",
        ["habsbourg"] = "Habsburg",
        ["hda"] = "had",
        ["hadbeen"] = "had been",
        ["haemorrage"] = "haemorrhage",
        ["hallowean"] = "Halloween",
        ["ahppen"] = "happen",
        ["hapen"] = "happen",
        ["hapened"] = "happened",
        ["happend"] = "happened",
        ["happended"] = "happened",
        ["happenned"] = "happened",
        ["hapening"] = "happening",
        ["hapens"] = "happens",
        ["harras"] = "harass",
        ["harased"] = "harassed",
        ["harrased"] = "harassed",
        ["harrassed"] = "harassed",
        ["harrasses"] = "harassed",
        ["harases"] = "harasses",
        ["harrases"] = "harasses",
        ["harrasing"] = "harassing",
        ["harrassing"] = "harassing",
        ["harassement"] = "harassment",
        ["harrasment"] = "harassment",
        ["harrassment"] = "harassment",
        ["harrasments"] = "harassments",
        ["harrassments"] = "harassments",
        ["hace"] = "hare",
        ["hsa"] = "has",
        ["hasbeen"] = "has been",
        ["ahev"] = "have",
        ["ahve"] = "have",
        ["haev"] = "have",
        ["hvae"] = "have",
        ["havebeen"] = "have been",
        ["haveing"] = "having",
        ["hvaing"] = "having",
        ["hge"] = "he",
        ["hesaid"] = "he said",
        ["hewas"] = "he was",
        ["headquater"] = "headquarter",
        ["headquatered"] = "headquartered",
        ["headquaters"] = "headquarters",
        ["healthercare"] = "healthcare",
        ["heathy"] = "healthy",
        ["heared"] = "heard",
        ["hearign"] = "hearing",
        ["herat"] = "heart",
        ["haviest"] = "heaviest",
        ["heidelburg"] = "Heidelberg",
        ["hieght"] = "height",
        ["hier"] = "heir",
        ["heirarchy"] = "heirarchy",
        ["helment"] = "helmet",
        ["halp"] = "help",
        ["hlep"] = "help",
        ["helpped"] = "helped",
        ["helpfull"] = "helpful",
        ["hemmorhage"] = "hemorrhage",
        ["ehr"] = "her",
        ["ehre"] = "here",
        ["heridity"] = "heredity",
        ["heroe"] = "hero",
        ["heros"] = "heroes",
        ["hertzs"] = "hertz",
        ["hesistant"] = "hesitant",
        ["heterogenous"] = "heterogeneous",
        ["heirarchical"] = "hierarchical",
        ["hierachical"] = "hierarchical",
        ["hierarcical"] = "hierarchical",
        ["heirarchies"] = "hierarchies",
        ["hierachies"] = "hierarchies",
        ["heirarchy"] = "hierarchy",
        ["hierachy"] = "hierarchy",
        ["hierarcy"] = "hierarchy",
        ["hieroglph"] = "hieroglyph",
        ["heiroglyphics"] = "hieroglyphics",
        ["hieroglphs"] = "hieroglyphs",
        ["heigher"] = "higher",
        ["higer"] = "higher",
        ["higest"] = "highest",
        ["higway"] = "highway",
        ["hillarious"] = "hilarious",
        ["himselv"] = "himself",
        ["hismelf"] = "himself",
        ["hinderance"] = "hindrance",
        ["hinderence"] = "hindrance",
        ["hindrence"] = "hindrance",
        ["hipopotamus"] = "hippopotamus",
        ["hersuit"] = "hirsute",
        ["hsi"] = "his",
        ["ihs"] = "his",
        ["historicians"] = "historians",
        ["hsitorians"] = "historians",
        ["hstory"] = "history",
        ["hitsingles"] = "it singles",
        ["hosited"] = "hoisted",
        ["holliday"] = "holiday",
        ["homestate"] = "home state",
        ["homogeneize"] = "homogenise",
        ["homogeneized"] = "homogenised",
        ["honourarium"] = "honorarium",
        ["honory"] = "honorary",
        ["honourific"] = "honorific",
        ["hounour"] = "honour",
        ["horrifing"] = "horrifying",
        ["hospitible"] = "hospitable",
        ["housr"] = "hours",
        ["howver"] = "however",
        ["huminoid"] = "humanoid",
        ["humoural"] = "humoral",
        ["humer"] = "humour",
        ["humerous"] = "humourous",
        ["humurous"] = "humourous",
        ["husban"] = "husband",
        ["hydogen"] = "hydrogen",
        ["hydropile"] = "hydrophile",
        ["hydropilic"] = "hydrophilic",
        ["hydropobe"] = "hydrophobe",
        ["hydropobic"] = "hydrophobic",
        ["hygeine"] = "hygiene",
        ["hypocracy"] = "hypocrisy",
        ["hypocrasy"] = "hypocrisy",
        ["hypocricy"] = "hypocrisy",
        ["hypocrit"] = "hypocrite",
        ["iconclastic"] = "iconoclastic",
        ["idae"] = "idea",
        ["idaeidae"] = "idea",
        ["idaes"] = "ideas",
        ["identicial"] = "identical",
        ["identifers"] = "identifiers",
        ["identofy"] = "identify",
        ["idealogies"] = "ideologies",
        ["idealogy"] = "ideology",
        ["idiosyncracy"] = "idiosyncrasy",
        ["ideosyncratic"] = "idiosyncratic",
        ["ignorence"] = "ignorance",
        ["lliegal"] = "illegal",
        ["illegimacy"] = "illegitimacy",
        ["illegitmate"] = "illegitimate",
        ["illess"] = "illness",
        ["ilness"] = "illness",
        ["ilogical"] = "illogical",
        ["ilumination"] = "illumination",
        ["illution"] = "illusion",
        ["imagenary"] = "imaginary",
        ["imagin"] = "imagine",
        ["inbalance"] = "imbalance",
        ["inbalanced"] = "imbalanced",
        ["imediate"] = "immediate",
        ["emmediately"] = "immediately",
        ["imediately"] = "immediately",
        ["imediatly"] = "immediately",
        ["immediatley"] = "immediately",
        ["immediatly"] = "immediately",
        ["immidately"] = "immediately",
        ["immidiately"] = "immediately",
        ["imense"] = "immense",
        ["inmigrant"] = "immigrant",
        ["inmigrants"] = "immigrants",
        ["imanent"] = "imminent",
        ["immunosupressant"] = "immunosuppressant",
        ["inpeach"] = "impeach",
        ["impecabbly"] = "impeccably",
        ["impedence"] = "impedance",
        ["implamenting"] = "implementing",
        ["inpolite"] = "impolite",
        ["importamt"] = "important",
        ["importent"] = "important",
        ["importnat"] = "important",
        ["impossable"] = "impossible",
        ["emprisoned"] = "imprisoned",
        ["imprioned"] = "imprisoned",
        ["imprisonned"] = "imprisoned",
        ["inprisonment"] = "imprisonment",
        ["improvemnt"] = "improvement",
        ["improvment"] = "improvement",
        ["improvments"] = "improvements",
        ["inproving"] = "improving",
        ["improvision"] = "improvisation",
        ["inteh"] = "in the",
        ["inthe"] = "in the",
        ["inwhich"] = "in which",
        ["inablility"] = "inability",
        ["inaccessable"] = "inaccessible",
        ["inadiquate"] = "inadequate",
        ["inadquate"] = "inadequate",
        ["inadvertant"] = "inadvertent",
        ["inadvertantly"] = "inadvertently",
        ["inappropiate"] = "inappropriate",
        ["inagurated"] = "inaugurated",
        ["inaugures"] = "inaugurates",
        ["inaguration"] = "inauguration",
        ["incarcirated"] = "incarcerated",
        ["incidentially"] = "incidentally",
        ["incidently"] = "incidentally",
        ["includ"] = "include",
        ["includng"] = "including",
        ["incuding"] = "including",
        ["incomptable"] = "incompatible",
        ["incompetance"] = "incompetence",
        ["incompetant"] = "incompetent",
        ["incomptetent"] = "incompetent",
        ["imcomplete"] = "incomplete",
        ["inconsistant"] = "inconsistent",
        ["incorportaed"] = "incorporated",
        ["incorprates"] = "incorporates",
        ["incorperation"] = "incorporation",
        ["incorruptable"] = "incorruptible",
        ["inclreased"] = "increased",
        ["increadible"] = "incredible",
        ["incredable"] = "incredible",
        ["incramentally"] = "incrementally",
        ["incunabla"] = "incunabula",
        ["indefinately"] = "indefinitely",
        ["indefinitly"] = "indefinitely",
        ["indepedence"] = "independence",
        ["independance"] = "independence",
        ["independece"] = "independence",
        ["indipendence"] = "independence",
        ["indepedent"] = "independent",
        ["independant"] = "independent",
        ["independendet"] = "independent",
        ["indipendent"] = "independent",
        ["indpendent"] = "independent",
        ["indepedantly"] = "independently",
        ["independantly"] = "independently",
        ["indipendently"] = "independently",
        ["indpendently"] = "independently",
        ["indecate"] = "indicate",
        ["indite"] = "indict",
        ["indictement"] = "indictment",
        ["indigineous"] = "indigenous",
        ["indispensible"] = "indispensable",
        ["individualy"] = "individually",
        ["indviduals"] = "individuals",
        ["enduce"] = "induce",
        ["indulgue"] = "indulge",
        ["indutrial"] = "industrial",
        ["inudstry"] = "industry",
        ["inefficienty"] = "inefficiently",
        ["unequalities"] = "inequalities",
        ["inevatible"] = "inevitable",
        ["inevitible"] = "inevitable",
        ["inevititably"] = "inevitably",
        ["infalability"] = "infallibility",
        ["infallable"] = "infallible",
        ["infrantryman"] = "infantryman",
        ["infectuous"] = "infectious",
        ["infered"] = "inferred",
        ["infilitrate"] = "infiltrate",
        ["infilitrated"] = "infiltrated",
        ["infilitration"] = "infiltration",
        ["infinit"] = "infinite",
        ["infinitly"] = "infinitely",
        ["enflamed"] = "inflamed",
        ["inflamation"] = "inflammation",
        ["influance"] = "influence",
        ["influented"] = "influenced",
        ["influencial"] = "influential",
        ["infomation"] = "information",
        ["informatoin"] = "information",
        ["informtion"] = "information",
        ["infrigement"] = "infringement",
        ["ingenius"] = "ingenious",
        ["ingreediants"] = "ingredients",
        ["inhabitans"] = "inhabitants",
        ["inherantly"] = "inherently",
        ["inheritence"] = "inheritance",
        ["inital"] = "initial",
        ["intial"] = "initial",
        ["ititial"] = "initial",
        ["initally"] = "initially",
        ["intially"] = "initially",
        ["initation"] = "initiation",
        ["initiaitive"] = "initiative",
        ["inate"] = "innate",
        ["inocence"] = "innocence",
        ["inumerable"] = "innumerable",
        ["innoculate"] = "inoculate",
        ["innoculated"] = "inoculated",
        ["insectiverous"] = "insectivorous",
        ["insensative"] = "insensitive",
        ["inseperable"] = "inseparable",
        ["insistance"] = "insistence",
        ["instaleld"] = "installed",
        ["instatance"] = "instance",
        ["instade"] = "instead",
        ["insted"] = "instead",
        ["institue"] = "institute",
        ["instutionalized"] = "institutionalised",
        ["instuction"] = "instruction",
        ["instuments"] = "instruments",
        ["insufficent"] = "insufficient",
        ["insufficently"] = "insufficiently",
        ["insurence"] = "insurance",
        ["intergrated"] = "integrated",
        ["intergration"] = "integration",
        ["intelectual"] = "intellectual",
        ["inteligence"] = "intelligence",
        ["inteligent"] = "intelligent",
        ["interchangable"] = "interchangeable",
        ["interchangably"] = "interchangeably",
        ["intercontinetal"] = "intercontinental",
        ["intrest"] = "interest",
        ["itnerest"] = "interest",
        ["itnerested"] = "interested",
        ["itneresting"] = "interesting",
        ["itnerests"] = "interests",
        ["interferance"] = "interference",
        ["interfereing"] = "interfering",
        ["interm"] = "interim",
        ["interrim"] = "interim",
        ["interum"] = "interim",
        ["intenational"] = "international",
        ["interational"] = "international",
        ["internation"] = "international",
        ["interpet"] = "interpret",
        ["intepretation"] = "interpretation",
        ["intepretator"] = "interpretor",
        ["interrugum"] = "interregnum",
        ["interelated"] = "interrelated",
        ["interupt"] = "interrupt",
        ["intevene"] = "intervene",
        ["intervines"] = "intervenes",
        ["inot"] = "into",
        ["inctroduce"] = "introduce",
        ["inctroduced"] = "introduced",
        ["intrduced"] = "introduced",
        ["introdued"] = "introduced",
        ["intruduced"] = "introduced",
        ["itnroduced"] = "introduced",
        ["instutions"] = "intuitions",
        ["intutive"] = "intuitive",
        ["intutively"] = "intuitively",
        ["inventer"] = "inventor",
        ["invertibrates"] = "invertebrates",
        ["investingate"] = "investigate",
        ["involvment"] = "involvement",
        ["ironicly"] = "ironically",
        ["irelevent"] = "irrelevant",
        ["irrelevent"] = "irrelevant",
        ["irreplacable"] = "irreplaceable",
        ["iresistable"] = "irresistible",
        ["iresistible"] = "irresistible",
        ["irresistable"] = "irresistible",
        ["iresistably"] = "irresistibly",
        ["iresistibly"] = "irresistibly",
        ["irresistably"] = "irresistibly",
        ["iritable"] = "irritable",
        ["iritated"] = "irritated",
        ["isthe"] = "is the",
        ["issueing"] = "issuing",
        ["itis"] = "it is",
        ["itwas"] = "it was",
        ["ihaca"] = "Ithaca",
        ["jaques"] = "jacques",
        ["japanes"] = "Japanese",
        ["jeapardy"] = "jeopardy",
        ["jewelery"] = "jewellery",
        ["jewllery"] = "jewellery",
        ["johanine"] = "Johannine",
        ["jospeh"] = "Joseph",
        ["jouney"] = "journey",
        ["journied"] = "journeyed",
        ["journies"] = "journeys",
        ["juadaism"] = "Judaism",
        ["juadism"] = "Judaism",
        ["judgment"] = "judgement",
        ["jugment"] = "judgment",
        ["judical"] = "judicial",
        ["juducial"] = "judicial",
        ["judisuary"] = "judiciary",
        ["iunior"] = "junior",
        ["juristiction"] = "jurisdiction",
        ["juristictions"] = "jurisdictions",
        ["jstu"] = "just",
        ["jsut"] = "just",
        ["kindergarden"] = "kindergarten",
        ["klenex"] = "kleenex",
        ["knive"] = "knife",
        ["knifes"] = "knives",
        ["konw"] = "know",
        ["kwno"] = "know",
        ["nkow"] = "know",
        ["nkwo"] = "know",
        ["knowldge"] = "knowledge",
        ["knowlege"] = "knowledge",
        ["knowlegeable"] = "knowledgeable",
        ["knwon"] = "known",
        ["konws"] = "knows",
        ["labled"] = "labelled",
        ["labratory"] = "laboratory",
        ["labourious"] = "laborious",
        ["layed"] = "laid",
        ["laguage"] = "language",
        ["laguages"] = "languages",
        ["larg"] = "large",
        ["largst"] = "largest",
        ["larrry"] = "larry",
        ["lavae"] = "larvae",
        ["lazer"] = "laser",
        ["lasoo"] = "lasso",
        ["lastr"] = "last",
        ["lsat"] = "last",
        ["lastyear"] = "last year",
        ["lastest"] = "latest",
        ["lattitude"] = "latitude",
        ["launchs"] = "launch",
        ["launhed"] = "launched",
        ["lazyness"] = "laziness",
        ["leage"] = "league",
        ["leran"] = "learn",
        ["learnign"] = "learning",
        ["lerans"] = "learns",
        ["elast"] = "least",
        ["leaded"] = "led",
        ["lefted"] = "left",
        ["legitamate"] = "legitimate",
        ["legitmate"] = "legitimate",
        ["leibnitz"] = "leibniz",
        ["liesure"] = "leisure",
        ["lenght"] = "length",
        ["leathal"] = "lethal",
        ["levle"] = "level",
        ["levetate"] = "levitate",
        ["levetated"] = "levitated",
        ["levetates"] = "levitates",
        ["levetating"] = "levitating",
        ["liasion"] = "liaison",
        ["liason"] = "liaison",
        ["liasons"] = "liaisons",
        ["libell"] = "libel",
        ["libitarianisn"] = "libertarianism",
        ["libary"] = "library",
        ["librarry"] = "library",
        ["librery"] = "library",
        ["lybia"] = "Libya",
        ["lisense"] = "license",
        ["leutenant"] = "lieutenant",
        ["lieutenent"] = "lieutenant",
        ["liftime"] = "lifetime",
        ["lightyear"] = "light year",
        ["lightyears"] = "light years",
        ["lightening"] = "lightning",
        ["liek"] = "like",
        ["liuke"] = "like",
        ["liekd"] = "liked",
        ["likelyhood"] = "likelihood",
        ["likly"] = "likely",
        ["lukid"] = "likud",
        ["lmits"] = "limits",
        ["libguistic"] = "linguistic",
        ["libguistics"] = "linguistics",
        ["linnaena"] = "linnaean",
        ["lippizaner"] = "lipizzaner",
        ["liquify"] = "liquefy",
        ["listners"] = "listeners",
        ["litterally"] = "literally",
        ["litature"] = "literature",
        ["literture"] = "literature",
        ["littel"] = "little",
        ["litttle"] = "little",
        ["liev"] = "live",
        ["lieved"] = "lived",
        ["livley"] = "lively",
        ["liveing"] = "living",
        ["lonelyness"] = "loneliness",
        ["lonley"] = "lonely",
        ["lonly"] = "lonely",
        ["longitudonal"] = "longitudinal",
        ["lookign"] = "looking",
        ["loosing"] = "losing",
        ["lotharingen"] = "lothringen",
        ["loev"] = "love",
        ["lveo"] = "love",
        ["lvoe"] = "love",
        ["lieing"] = "lying",
        ["mackeral"] = "mackerel",
        ["amde"] = "made",
        ["magasine"] = "magazine",
        ["magincian"] = "magician",
        ["magnificient"] = "magnificent",
        ["magolia"] = "magnolia",
        ["mailny"] = "mainly",
        ["mantain"] = "maintain",
        ["mantained"] = "maintained",
        ["maintinaing"] = "maintaining",
        ["maintainance"] = "maintenance",
        ["maintainence"] = "maintenance",
        ["maintance"] = "maintenance",
        ["maintenence"] = "maintenance",
        ["majoroty"] = "majority",
        ["marjority"] = "majority",
        ["amke"] = "make",
        ["mkae"] = "make",
        ["mkea"] = "make",
        ["amkes"] = "makes",
        ["makse"] = "makes",
        ["mkaes"] = "makes",
        ["amking"] = "making",
        ["makeing"] = "making",
        ["mkaing"] = "making",
        ["malcom"] = "Malcolm",
        ["maltesian"] = "Maltese",
        ["mamal"] = "mammal",
        ["mamalian"] = "mammalian",
        ["managable"] = "manageable",
        ["managment"] = "management",
        ["manuver"] = "maneuver",
        ["manoeuverability"] = "maneuverability",
        ["manifestion"] = "manifestation",
        ["manisfestations"] = "manifestations",
        ["manufature"] = "manufacture",
        ["manufacturedd"] = "manufactured",
        ["manufatured"] = "manufactured",
        ["manufaturing"] = "manufacturing",
        ["mrak"] = "mark",
        ["maked"] = "marked",
        ["marketting"] = "marketing",
        ["markes"] = "marks",
        ["marmelade"] = "marmalade",
        ["mariage"] = "marriage",
        ["marrage"] = "marriage",
        ["marraige"] = "marriage",
        ["marryied"] = "married",
        ["marrtyred"] = "martyred",
        ["massmedia"] = "mass media",
        ["massachussets"] = "Massachusetts",
        ["massachussetts"] = "Massachusetts",
        ["masterbation"] = "masturbation",
        ["materalists"] = "materialist",
        ["mathmatically"] = "mathematically",
        ["mathematican"] = "mathematician",
        ["mathmatician"] = "mathematician",
        ["matheticians"] = "mathematicians",
        ["mathmaticians"] = "mathematicians",
        ["mathamatics"] = "mathematics",
        ["mathematicas"] = "mathematics",
        ["mccarthyst"] = "mccarthyist",
        ["meaninng"] = "meaning",
        ["menat"] = "meant",
        ["mchanics"] = "mechanics",
        ["medieval"] = "mediaeval",
        ["medacine"] = "medicine",
        ["mediciney"] = "mediciny",
        ["medeival"] = "medieval",
        ["medevial"] = "medieval",
        ["medievel"] = "medieval",
        ["mediterainnean"] = "Mediterranean",
        ["mediteranean"] = "Mediterranean",
        ["meerkrat"] = "meerkat",
        ["memeber"] = "member",
        ["membranaphone"] = "membranophone",
        ["momento"] = "memento",
        ["rememberable"] = "memorable",
        ["menally"] = "mentally",
        ["maintioned"] = "mentioned",
        ["mercentile"] = "mercantile",
        ["mechandise"] = "merchandise",
        ["merchent"] = "merchant",
        ["mesage"] = "message",
        ["mesages"] = "messages",
        ["messenging"] = "messaging",
        ["messanger"] = "messenger",
        ["metalic"] = "metallic",
        ["metalurgic"] = "metallurgic",
        ["metalurgical"] = "metallurgical",
        ["metalurgy"] = "metallurgy",
        ["metamorphysis"] = "metamorphosis",
        ["methaphor"] = "metaphor",
        ["metaphoricial"] = "metaphorical",
        ["methaphors"] = "metaphors",
        ["mataphysical"] = "metaphysical",
        ["meterologist"] = "eteorologist",
        ["meterology"] = "meteorology",
        ["micheal"] = "Michael",
        ["michagan"] = "Michigan",
        ["micoscopy"] = "microscopy",
        ["midwifes"] = "midwives",
        ["mileau"] = "milieu",
        ["mileu"] = "milieu",
        ["melieux"] = "milieux",
        ["miliary"] = "military",
        ["miliraty"] = "military",
        ["millitary"] = "military",
        ["miltary"] = "military",
        ["milennia"] = "millennia",
        ["millenia"] = "millennia",
        ["millenial"] = "millennial",
        ["millenialism"] = "millennialism",
        ["milennium"] = "millennium",
        ["millenium"] = "millennium",
        ["milion"] = "million",
        ["millon"] = "million",
        ["millioniare"] = "millionaire",
        ["millepede"] = "millipede",
        ["minerial"] = "mineral",
        ["minature"] = "miniature",
        ["minumum"] = "minimum",
        ["minstries"] = "ministries",
        ["ministery"] = "ministry",
        ["minstry"] = "ministry",
        ["miniscule"] = "minuscule",
        ["mirrorred"] = "mirrored",
        ["miscelaneous"] = "miscellaneous",
        ["miscellanious"] = "miscellaneous",
        ["miscellanous"] = "miscellaneous",
        ["mischeivous"] = "mischievous",
        ["mischevious"] = "mischievous",
        ["mischievious"] = "mischievous",
        ["misdameanor"] = "misdemeanor",
        ["misdemenor"] = "misdemeanor",
        ["misdameanors"] = "misdemeanors",
        ["misdemenors"] = "misdemeanors",
        ["misfourtunes"] = "misfortunes",
        ["mysogynist"] = "misogynist",
        ["mysogyny"] = "misogyny",
        ["isile"] = "missile",
        ["missle"] = "missile",
        ["missonary"] = "missionary",
        ["missisipi"] = "Mississippi",
        ["missisippi"] = "Mississippi",
        ["misouri"] = "Missouri",
        ["mispell"] = "misspell",
        ["mispelled"] = "misspelled",
        ["mispelling"] = "misspelling",
        ["mispellings"] = "misspellings",
        ["mythraic"] = "Mithraic",
        ["missen"] = "mizzen",
        ["modle"] = "model",
        ["moderm"] = "modem",
        ["moil"] = "mohel",
        ["mosture"] = "moisture",
        ["moleclues"] = "molecules",
        ["moent"] = "moment",
        ["monestaries"] = "monasteries",
        ["monestary"] = "monastery",
        ["moeny"] = "money",
        ["monickers"] = "monikers",
        ["monkies"] = "monkeys",
        ["monolite"] = "monolithic",
        ["montypic"] = "monotypic",
        ["mounth"] = "month",
        ["monts"] = "months",
        ["monserrat"] = "Montserrat",
        ["mroe"] = "more",
        ["omre"] = "more",
        ["moreso"] = "more so",
        ["morisette"] = "Morissette",
        ["morrisette"] = "Morissette",
        ["morroccan"] = "Moroccan",
        ["morrocco"] = "Morocco",
        ["morroco"] = "Morocco",
        ["morgage"] = "mortgage",
        ["motiviated"] = "motivated",
        ["mottos"] = "mottoes",
        ["montanous"] = "mountainous",
        ["montains"] = "mountains",
        ["movment"] = "movement",
        ["movei"] = "movie",
        ["mucuous"] = "mucous",
        ["multicultralism"] = "multiculturalism",
        ["multipled"] = "multiplied",
        ["multiplers"] = "multipliers",
        ["muncipalities"] = "municipalities",
        ["muncipality"] = "municipality",
        ["munnicipality"] = "municipality",
        ["muder"] = "murder",
        ["mudering"] = "murdering",
        ["muscial"] = "musical",
        ["muscician"] = "musician",
        ["muscicians"] = "musicians",
        ["muhammadan"] = "muslim",
        ["mohammedans"] = "muslims",
        ["mutiliated"] = "mutilated",
        ["myu"] = "my",
        ["myraid"] = "myriad",
        ["mysef"] = "myself",
        ["mysefl"] = "myself",
        ["misterious"] = "mysterious",
        ["misteryous"] = "mysterious",
        ["mysterous"] = "mysterious",
        ["mistery"] = "mystery",
        ["naieve"] = "naive",
        ["napoleonian"] = "Napoleonic",
        ["ansalisation"] = "nasalisation",
        ["ansalization"] = "nasalisation",
        ["naturual"] = "natural",
        ["naturaly"] = "naturally",
        ["naturely"] = "naturally",
        ["naturually"] = "naturally",
        ["nazereth"] = "Nazareth",
        ["neccesarily"] = "necessarily",
        ["neccessarily"] = "necessarily",
        ["necesarily"] = "necessarily",
        ["nessasarily"] = "necessarily",
        ["neccesary"] = "necessary",
        ["neccessary"] = "necessary",
        ["necesary"] = "necessary",
        ["nessecary"] = "necessary",
        ["necessiate"] = "necessitate",
        ["neccessities"] = "necessities",
        ["ened"] = "need",
        ["neglible"] = "negligible",
        ["negligable"] = "negligible",
        ["negociable"] = "negotiable",
        ["negotiaing"] = "negotiating",
        ["negotation"] = "negotiation",
        ["neigbourhood"] = "neighbourhood",
        ["neolitic"] = "neolithic",
        ["nestin"] = "nesting",
        ["nver"] = "never",
        ["neverthless"] = "nevertheless",
        ["nwe"] = "new",
        ["newyorker"] = "New Yorker",
        ["foundland"] = "Newfoundland",
        ["newletters"] = "newsletters",
        ["enxt"] = "next",
        ["nickle"] = "nickel",
        ["neice"] = "niece",
        ["nightime"] = "nighttime",
        ["ninteenth"] = "nineteenth",
        ["ninty"] = "ninety",
        ["nineth"] = "ninth",
        ["noone"] = "no one",
        ["noncombatents"] = "noncombatants",
        ["nontheless"] = "nonetheless",
        ["unoperational"] = "nonoperational",
        ["nonsence"] = "nonsense",
        ["noth"] = "north",
        ["northereastern"] = "northeastern",
        ["norhern"] = "northern",
        ["northen"] = "northern",
        ["nothern"] = "northern",
        ["noteable"] = "notable",
        ["notabley"] = "notably",
        ["noteably"] = "notably",
        ["nothign"] = "nothing",
        ["notive"] = "notice",
        ["noticable"] = "noticeable",
        ["noticably"] = "noticeably",
        ["noticeing"] = "noticing",
        ["noteriety"] = "notoriety",
        ["notwhithstanding"] = "notwithstanding",
        ["noveau"] = "nouveau",
        ["nowe"] = "now",
        ["nwo"] = "now",
        ["nowdays"] = "nowadays",
        ["nucular"] = "nuclear",
        ["nuculear"] = "nuclear",
        ["nuisanse"] = "nuisance",
        ["nusance"] = "nuisance",
        ["nullabour"] = "Nullarbor",
        ["munbers"] = "numbers",
        ["numberous"] = "numerous",
        ["nuptual"] = "nuptial",
        ["nuremburg"] = "Nuremberg",
        ["nuturing"] = "nurturing",
        ["nutritent"] = "nutrient",
        ["nutritents"] = "nutrients",
        ["obediance"] = "obedience",
        ["obediant"] = "obedient",
        ["obssessed"] = "obsessed",
        ["obession"] = "obsession",
        ["obsolecence"] = "obsolescence",
        ["obstacal"] = "obstacle",
        ["obstancles"] = "obstacles",
        ["obstruced"] = "obstructed",
        ["ocassion"] = "occasion",
        ["occaison"] = "occasion",
        ["occassion"] = "occasion",
        ["ocassional"] = "occasional",
        ["occassional"] = "occasional",
        ["ocassionally"] = "occasionally",
        ["ocassionaly"] = "occasionally",
        ["occassionally"] = "occasionally",
        ["occassionaly"] = "occasionally",
        ["occationally"] = "occasionally",
        ["ocassioned"] = "occasioned",
        ["occassioned"] = "occasioned",
        ["ocassions"] = "occasions",
        ["occassions"] = "occasions",
        ["occour"] = "occur",
        ["occurr"] = "occur",
        ["ocur"] = "occur",
        ["ocurr"] = "occur",
        ["occured"] = "occurred",
        ["ocurred"] = "occurred",
        ["occurence"] = "occurrence",
        ["occurrance"] = "occurrence",
        ["ocurrance"] = "occurrence",
        ["ocurrence"] = "occurrence",
        ["occurences"] = "occurrences",
        ["occurrances"] = "occurrences",
        ["occuring"] = "occurring",
        ["octohedra"] = "octahedra",
        ["octohedral"] = "octahedral",
        ["octohedron"] = "octahedron",
        ["odouriferous"] = "odoriferous",
        ["odourous"] = "odorous",
        ["ouevre"] = "oeuvre",
        ["fo"] = "of",
        ["ofits"] = "of its",
        ["ofthe"] = "of the",
        ["offereings"] = "offerings",
        ["offcers"] = "officers",
        ["offical"] = "official",
        ["offcially"] = "officially",
        ["offically"] = "officially",
        ["officaly"] = "officially",
        ["officialy"] = "officially",
        ["oftenly"] = "often",
        ["omlette"] = "omelette",
        ["omnious"] = "ominous",
        ["omision"] = "omission",
        ["ommision"] = "omission",
        ["omited"] = "omitted",
        ["ommited"] = "omitted",
        ["ommitted"] = "omitted",
        ["omiting"] = "omitting",
        ["ommiting"] = "omitting",
        ["ommitting"] = "omitting",
        ["omniverous"] = "omnivorous",
        ["omniverously"] = "omnivorously",
        ["onthe"] = "on the",
        ["oneof"] = "one of",
        ["onepoint"] = "one point",
        ["onyl"] = "only",
        ["onomatopeia"] = "onomatopoeia",
        ["oppenly"] = "openly",
        ["openess"] = "openness",
        ["opperation"] = "operation",
        ["oeprator"] = "operator",
        ["opthalmic"] = "ophthalmic",
        ["opthalmologist"] = "ophthalmologist",
        ["opthamologist"] = "ophthalmologist",
        ["opthalmology"] = "ophthalmology",
        ["oppinion"] = "opinion",
        ["oponent"] = "opponent",
        ["opponant"] = "opponent",
        ["oppononent"] = "opponent",
        ["oppotunities"] = "opportunities",
        ["oportunity"] = "opportunity",
        ["oppertunity"] = "opportunity",
        ["oppotunity"] = "opportunity",
        ["opprotunity"] = "opportunity",
        ["opposible"] = "opposable",
        ["opose"] = "oppose",
        ["oppossed"] = "opposed",
        ["oposite"] = "opposite",
        ["oppasite"] = "opposite",
        ["opposate"] = "opposite",
        ["opposit"] = "opposite",
        ["oposition"] = "opposition",
        ["oppositition"] = "opposition",
        ["opression"] = "oppression",
        ["opressive"] = "oppressive",
        ["optomism"] = "optimism",
        ["optmisations"] = "optimisations",
        ["orded"] = "ordered",
        ["oridinarily"] = "ordinarily",
        ["orginize"] = "organise",
        ["organim"] = "organism",
        ["organiztion"] = "organisation",
        ["orginization"] = "organisation",
        ["orginized"] = "organised",
        ["orgin"] = "origin",
        ["orginal"] = "original",
        ["origional"] = "original",
        ["orginally"] = "originally",
        ["origanaly"] = "originally",
        ["originall"] = "originally",
        ["originaly"] = "originally",
        ["originially"] = "originally",
        ["originnally"] = "originally",
        ["orignally"] = "originally",
        ["orignially"] = "originally",
        ["orthagonal"] = "orthogonal",
        ["orthagonally"] = "orthogonally",
        ["ohter"] = "other",
        ["otehr"] = "other",
        ["otherw"] = "others",
        ["otu"] = "out",
        ["outof"] = "out of",
        ["overthe"] = "over the",
        ["overthere"] = "over there",
        ["overshaddowed"] = "overshadowed",
        ["overwelming"] = "overwhelming",
        ["overwheliming"] = "overwhelming",
        ["pwn"] = "own",
        ["oxident"] = "oxidant",
        ["oxigen"] = "oxygen",
        ["oximoron"] = "oxymoron",
        ["peageant"] = "pageant",
        ["paide"] = "paid",
        ["payed"] = "paid",
        ["paleolitic"] = "paleolithic",
        ["palistian"] = "Palestinian",
        ["palistinian"] = "Palestinian",
        ["palistinians"] = "Palestinians",
        ["pallete"] = "palette",
        ["pamflet"] = "pamphlet",
        ["pamplet"] = "pamphlet",
        ["pantomine"] = "pantomime",
        ["papanicalou"] = "Papanicolaou",
        ["papaer"] = "paper",
        ["perade"] = "parade",
        ["parrakeets"] = "parakeets",
        ["paralel"] = "parallel",
        ["paralell"] = "parallel",
        ["parralel"] = "parallel",
        ["parrallel"] = "parallel",
        ["parrallell"] = "parallel",
        ["paralelly"] = "parallelly",
        ["paralely"] = "parallelly",
        ["parallely"] = "parallelly",
        ["parrallelly"] = "parallelly",
        ["parrallely"] = "parallelly",
        ["parellels"] = "parallels",
        ["paraphenalia"] = "paraphernalia",
        ["paranthesis"] = "parenthesis",
        ["parliment"] = "parliament",
        ["paliamentarian"] = "parliamentarian",
        ["partof"] = "part of",
        ["partialy"] = "partially",
        ["parituclar"] = "particular",
        ["particualr"] = "particular",
        ["paticular"] = "particular",
        ["particuarly"] = "particularly",
        ["particularily"] = "particularly",
        ["particulary"] = "particularly",
        ["pary"] = "party",
        ["pased"] = "passed",
        ["pasengers"] = "passengers",
        ["passerbys"] = "passersby",
        ["pasttime"] = "pastime",
        ["pastural"] = "pastoral",
        ["pattented"] = "patented",
        ["paitience"] = "patience",
        ["pavillion"] = "pavilion",
        ["paymetn"] = "payment",
        ["paymetns"] = "payments",
        ["peacefuland"] = "peaceful and",
        ["peculure"] = "peculiar",
        ["pedestrain"] = "pedestrian",
        ["perjorative"] = "pejorative",
        ["peloponnes"] = "Peloponnesus",
        ["peleton"] = "peloton",
        ["penatly"] = "penalty",
        ["penerator"] = "penetrator",
        ["penisula"] = "peninsula",
        ["penninsula"] = "peninsula",
        ["pennisula"] = "peninsula",
        ["pensinula"] = "peninsula",
        ["penisular"] = "peninsular",
        ["penninsular"] = "peninsular",
        ["peolpe"] = "people",
        ["peopel"] = "people",
        ["poeple"] = "people",
        ["poeoples"] = "peoples",
        ["percieve"] = "perceive",
        ["percepted"] = "perceived",
        ["percieved"] = "perceived",
        ["percentof"] = "percent of",
        ["percentto"] = "percent to",
        ["precentage"] = "percentage",
        ["perenially"] = "perennially",
        ["performence"] = "performance",
        ["perfomers"] = "performers",
        ["performes"] = "performs",
        ["perhasp"] = "perhaps",
        ["perheaps"] = "perhaps",
        ["perhpas"] = "perhaps",
        ["perphas"] = "perhaps",
        ["preiod"] = "period",
        ["preriod"] = "period",
        ["peripathetic"] = "peripatetic",
        ["perjery"] = "perjury",
        ["permanant"] = "permanent",
        ["permenant"] = "permanent",
        ["perminent"] = "permanent",
        ["permenantly"] = "permanently",
        ["permissable"] = "permissible",
        ["premission"] = "permission",
        ["perpindicular"] = "perpendicular",
        ["perseverence"] = "perseverance",
        ["persistance"] = "persistence",
        ["peristent"] = "persistent",
        ["persistant"] = "persistent",
        ["peronal"] = "personal",
        ["perosnality"] = "personality",
        ["personalyl"] = "personally",
        ["personell"] = "personnel",
        ["personnell"] = "personnel",
        ["prespective"] = "perspective",
        ["pursuade"] = "persuade",
        ["persuded"] = "persuaded",
        ["pursuaded"] = "persuaded",
        ["pursuades"] = "persuades",
        ["pususading"] = "persuading",
        ["pertubation"] = "perturbation",
        ["pertubations"] = "perturbations",
        ["preverse"] = "perverse",
        ["pessiary"] = "pessary",
        ["petetion"] = "petition",
        ["pharoah"] = "Pharaoh",
        ["phenonmena"] = "phenomena",
        ["phenomenonal"] = "phenomenal",
        ["phenomenonly"] = "phenomenally",
        ["phenomenom"] = "phenomenon",
        ["phenomonenon"] = "phenomenon",
        ["phenomonon"] = "phenomenon",
        ["feromone"] = "pheromone",
        ["phillipine"] = "Philippine",
        ["philipines"] = "Philippines",
        ["phillipines"] = "Philippines",
        ["phillippines"] = "Philippines",
        ["philisopher"] = "philosopher",
        ["philospher"] = "philosopher",
        ["philisophical"] = "philosophical",
        ["phylosophical"] = "philosophical",
        ["phillosophically"] = "philosophically",
        ["philosphies"] = "philosophies",
        ["philisophy"] = "philosophy",
        ["philosphy"] = "philosophy",
        ["phonecian"] = "Phoenecian",
        ["pheonix"] = "phoenix",
        ["fonetic"] = "phonetic",
        ["phongraph"] = "phonograph",
        ["physicaly"] = "physically",
        ["pciture"] = "picture",
        ["peice"] = "piece",
        ["peices"] = "pieces",
        ["pilgrimmage"] = "pilgrimage",
        ["pilgrimmages"] = "pilgrimages",
        ["pinapple"] = "pineapple",
        ["pinnaple"] = "pineapple",
        ["pinoneered"] = "pioneered",
        ["pich"] = "pitch",
        ["palce"] = "place",
        ["plagarism"] = "plagiarism",
        ["plantiff"] = "plaintiff",
        ["planed"] = "planned",
        ["planation"] = "plantation",
        ["plateu"] = "plateau",
        ["plausable"] = "plausible",
        ["playright"] = "playwright",
        ["playwrite"] = "playwright",
        ["playwrites"] = "playwrights",
        ["pleasent"] = "pleasant",
        ["plesant"] = "pleasant",
        ["plebicite"] = "plebiscite",
        ["peom"] = "poem",
        ["peoms"] = "poems",
        ["peotry"] = "poetry",
        ["poety"] = "poetry",
        ["poisin"] = "poison",
        ["posion"] = "poison",
        ["polical"] = "political",
        ["poltical"] = "political",
        ["politican"] = "politician",
        ["politicans"] = "politicians",
        ["polinator"] = "pollinator",
        ["polinators"] = "pollinators",
        ["polute"] = "pollute",
        ["poluted"] = "polluted",
        ["polutes"] = "pollutes",
        ["poluting"] = "polluting",
        ["polution"] = "pollution",
        ["polyphonyic"] = "polyphonic",
        ["polysaccaride"] = "polysaccharide",
        ["polysaccharid"] = "polysaccharide",
        ["pomegranite"] = "pomegranate",
        ["populare"] = "popular",
        ["popularaty"] = "popularity",
        ["popoulation"] = "population",
        ["poulations"] = "populations",
        ["portayed"] = "portrayed",
        ["potrayed"] = "portrayed",
        ["protrayed"] = "portrayed",
        ["portraing"] = "portraying",
        ["portugese"] = "Portuguese",
        ["portuguease"] = "portuguese",
        ["possition"] = "position",
        ["postion"] = "position",
        ["postition"] = "position",
        ["psoition"] = "position",
        ["postive"] = "positive",
        ["posess"] = "possess",
        ["posessed"] = "possessed",
        ["posesses"] = "possesses",
        ["posseses"] = "possesses",
        ["possessess"] = "possesses",
        ["posessing"] = "possessing",
        ["possesing"] = "possessing",
        ["posession"] = "possession",
        ["possesion"] = "possession",
        ["posessions"] = "possessions",
        ["possiblility"] = "possibility",
        ["possiblilty"] = "possibility",
        ["possable"] = "possible",
        ["possibile"] = "possible",
        ["possably"] = "possibly",
        ["posthomous"] = "posthumous",
        ["potatoe"] = "potato",
        ["otatos"] = "potatoes",
        ["potentialy"] = "potentially",
        ["postdam"] = "Potsdam",
        ["pwoer"] = "power",
        ["poverful"] = "powerful",
        ["poweful"] = "powerful",
        ["powerfull"] = "powerful",
        ["practial"] = "practical",
        ["practially"] = "practically",
        ["practicaly"] = "practically",
        ["practicly"] = "practically",
        ["pratice"] = "practice",
        ["practicioner"] = "practitioner",
        ["practioner"] = "practitioner",
        ["practicioners"] = "practitioners",
        ["practioners"] = "practitioners",
        ["prairy"] = "prairie",
        ["prarie"] = "prairie",
        ["praries"] = "prairies",
        ["preample"] = "preamble",
        ["preceed"] = "precede",
        ["preceeded"] = "preceded",
        ["preceeds"] = "precedes",
        ["preceeding"] = "preceding",
        ["precice"] = "precise",
        ["precisly"] = "precisely",
        ["precurser"] = "precursor",
        ["precedessor"] = "predecessor",
        ["predecesors"] = "predecessors",
        ["predicatble"] = "predictable",
        ["predicitons"] = "predictions",
        ["predomiantly"] = "predominately",
        ["preminence"] = "preeminence",
        ["preferrably"] = "preferably",
        ["prefernece"] = "preference",
        ["preferneces"] = "preferences",
        ["prefered"] = "preferred",
        ["prefering"] = "preferring",
        ["pregancies"] = "pregnancies",
        ["pregnent"] = "pregnant",
        ["premeire"] = "premiere",
        ["premeired"] = "premiered",
        ["premillenial"] = "premillennial",
        ["premonasterians"] = "Premonstratensians",
        ["preocupation"] = "preoccupation",
        ["prepartion"] = "preparation",
        ["preperation"] = "preparation",
        ["preperations"] = "preparations",
        ["prepatory"] = "preparatory",
        ["prepair"] = "prepare",
        ["perogative"] = "prerogative",
        ["presance"] = "presence",
        ["presense"] = "presence",
        ["presedential"] = "presidential",
        ["presidenital"] = "presidential",
        ["presidental"] = "presidential",
        ["presitgious"] = "prestigious",
        ["prestigeous"] = "prestigious",
        ["prestigous"] = "prestigious",
        ["presumabely"] = "presumably",
        ["presumibly"] = "presumably",
        ["prevelant"] = "prevalent",
        ["previvous"] = "previous",
        ["priestood"] = "priesthood",
        ["primarly"] = "primarily",
        ["primative"] = "primitive",
        ["primatively"] = "primitively",
        ["primatives"] = "primitives",
        ["primordal"] = "primordial",
        ["pricipal"] = "principal",
        ["priciple"] = "principle",
        ["privte"] = "private",
        ["privelege"] = "privilege",
        ["privelige"] = "privilege",
        ["privilage"] = "privilege",
        ["priviledge"] = "privilege",
        ["privledge"] = "privilege",
        ["priveleged"] = "privileged",
        ["priveliged"] = "privileged",
        ["priveleges"] = "privileges",
        ["priveliges"] = "privileges",
        ["privelleges"] = "privileges",
        ["priviledges"] = "privileges",
        ["protem"] = "pro tem",
        ["probablistic"] = "probabilistic",
        ["probabilaty"] = "probability",
        ["probalibity"] = "probability",
        ["probablly"] = "probably",
        ["probaly"] = "probably",
        ["porblem"] = "problem",
        ["probelm"] = "problem",
        ["porblems"] = "problems",
        ["probelms"] = "problems",
        ["procedger"] = "procedure",
        ["proceedure"] = "procedure",
        ["procede"] = "proceed",
        ["proceded"] = "proceeded",
        ["proceding"] = "proceeding",
        ["procedings"] = "proceedings",
        ["procedes"] = "proceeds",
        ["proccess"] = "process",
        ["proces"] = "process",
        ["proccessing"] = "processing",
        ["processer"] = "processor",
        ["proclamed"] = "proclaimed",
        ["proclaming"] = "proclaiming",
        ["proclaimation"] = "proclamation",
        ["proclomation"] = "proclamation",
        ["proffesed"] = "professed",
        ["profesion"] = "profession",
        ["proffesion"] = "profession",
        ["proffesional"] = "professional",
        ["profesor"] = "professor",
        ["professer"] = "professor",
        ["proffesor"] = "professor",
        ["programable"] = "programmable",
        ["ptogress"] = "progress",
        ["progessed"] = "progressed",
        ["prohabition"] = "prohibition",
        ["prologomena"] = "prolegomena",
        ["preliferation"] = "proliferation",
        ["profilic"] = "prolific",
        ["prominance"] = "prominence",
        ["prominant"] = "prominent",
        ["prominantly"] = "prominently",
        ["promiscous"] = "promiscuous",
        ["promotted"] = "promoted",
        ["pomotion"] = "promotion",
        ["propmted"] = "prompted",
        ["pronomial"] = "pronominal",
        ["pronouced"] = "pronounced",
        ["pronounched"] = "pronounced",
        ["prouncements"] = "pronouncements",
        ["pronounciation"] = "pronunciation",
        ["propoganda"] = "propaganda",
        ["propogate"] = "propagate",
        ["propogates"] = "propagates",
        ["propogation"] = "propagation",
        ["propper"] = "proper",
        ["propperly"] = "properly",
        ["prophacy"] = "prophecy",
        ["poportional"] = "proportional",
        ["propotions"] = "proportions",
        ["propostion"] = "proposition",
        ["propietary"] = "proprietary",
        ["proprietory"] = "proprietary",
        ["proseletyzing"] = "proselytizing",
        ["protaganist"] = "protagonist",
        ["protoganist"] = "protagonist",
        ["protaganists"] = "protagonists",
        ["pretection"] = "protection",
        ["protien"] = "protein",
        ["protocal"] = "protocol",
        ["protruberance"] = "protuberance",
        ["protruberances"] = "protuberances",
        ["proove"] = "prove",
        ["prooved"] = "proved",
        ["porvide"] = "provide",
        ["provded"] = "provided",
        ["provicial"] = "provincial",
        ["provinicial"] = "provincial",
        ["provisonal"] = "provisional",
        ["provacative"] = "provocative",
        ["proximty"] = "proximity",
        ["psuedo"] = "pseudo",
        ["pseudonyn"] = "pseudonym",
        ["pseudononymous"] = "pseudonymous",
        ["psyhic"] = "psychic",
        ["pyscic"] = "psychic",
        ["psycology"] = "psychology",
        ["publically"] = "publicly",
        ["publicaly"] = "publicly",
        ["pucini"] = "Puccini",
        ["puertorrican"] = "Puerto Rican",
        ["puertorricans"] = "Puerto Ricans",
        ["pumkin"] = "pumpkin",
        ["puchasing"] = "purchasing",
        ["puritannical"] = "puritanical",
        ["purpotedly"] = "purportedly",
        ["purposedly"] = "purposely",
        ["persue"] = "pursue",
        ["persued"] = "pursued",
        ["persuing"] = "pursuing",
        ["persuit"] = "pursuit",
        ["persuits"] = "pursuits",
        ["puting"] = "putting",
        ["quantaty"] = "quantity",
        ["quantitiy"] = "quantity",
        ["quarantaine"] = "quarantine",
        ["quater"] = "quarter",
        ["quaters"] = "quarters",
        ["quesion"] = "question",
        ["questoin"] = "question",
        ["quetion"] = "question",
        ["questonable"] = "questionable",
        ["questionnair"] = "questionnaire",
        ["quesions"] = "questions",
        ["questioms"] = "questions",
        ["questiosn"] = "questions",
        ["quetions"] = "questions",
        ["quicklyu"] = "quickly",
        ["quinessential"] = "quintessential",
        ["quitted"] = "quit",
        ["quizes"] = "quizzes",
        ["rabinnical"] = "rabbinical",
        ["radiactive"] = "radioactive",
        ["rancourous"] = "rancorous",
        ["repid"] = "rapid",
        ["rarified"] = "rarefied",
        ["rasberry"] = "raspberry",
        ["ratehr"] = "rather",
        ["radify"] = "ratify",
        ["racaus"] = "raucous",
        ["reched"] = "reached",
        ["reacing"] = "reaching",
        ["readmition"] = "readmission",
        ["rela"] = "real",
        ["relized"] = "realised",
        ["realsitic"] = "realistic",
        ["erally"] = "really",
        ["raelly"] = "really",
        ["realy"] = "really",
        ["realyl"] = "really",
        ["relaly"] = "really",
        ["rebllions"] = "rebellions",
        ["rebounce"] = "rebound",
        ["rebiulding"] = "rebuilding",
        ["reacll"] = "recall",
        ["receeded"] = "receded",
        ["receeding"] = "receding",
        ["receieve"] = "receive",
        ["receivedfrom"] = "received from",
        ["receving"] = "receiving",
        ["rechargable"] = "rechargeable",
        ["recipiant"] = "recipient",
        ["reciepents"] = "recipients",
        ["recipiants"] = "recipients",
        ["recogise"] = "recognise",
        ["recogize"] = "recognise",
        ["reconize"] = "recognise",
        ["reconized"] = "recognised",
        ["reccommend"] = "recommend",
        ["recomend"] = "recommend",
        ["reommend"] = "recommend",
        ["recomendation"] = "recommendation",
        ["recomendations"] = "recommendations",
        ["recommedations"] = "recommendations",
        ["reccommended"] = "recommended",
        ["recomended"] = "recommended",
        ["reccommending"] = "recommending",
        ["recomending"] = "recommending",
        ["recomends"] = "recommends",
        ["reconcilation"] = "reconciliation",
        ["reconaissance"] = "reconnaissance",
        ["reconnaissence"] = "reconnaissance",
        ["recontructed"] = "reconstructed",
        ["recrod"] = "record",
        ["rocord"] = "record",
        ["recordproducer"] = "record producer",
        ["recrational"] = "recreational",
        ["recuiting"] = "recruiting",
        ["rucuperate"] = "recuperate",
        ["recurrance"] = "recurrence",
        ["reoccurrence"] = "recurrence",
        ["reaccurring"] = "recurring",
        ["reccuring"] = "recurring",
        ["recuring"] = "recurring",
        ["recyling"] = "recycling",
        ["reedeming"] = "redeeming",
        ["relected"] = "reelected",
        ["revaluated"] = "reevaluated",
        ["referrence"] = "reference",
        ["refference"] = "reference",
        ["refrence"] = "reference",
        ["refernces"] = "references",
        ["refrences"] = "references",
        ["refedendum"] = "referendum",
        ["referal"] = "referral",
        ["refered"] = "referred",
        ["reffered"] = "referred",
        ["referiang"] = "referring",
        ["refering"] = "referring",
        ["referrs"] = "refers",
        ["refrers"] = "refers",
        ["refect"] = "reflect",
        ["refromist"] = "reformist",
        ["refridgeration"] = "refrigeration",
        ["refridgerator"] = "refrigerator",
        ["refusla"] = "refusal",
        ["irregardless"] = "regardless",
        ["regardes"] = "regards",
        ["regluar"] = "regular",
        ["reguarly"] = "regularly",
        ["regularily"] = "regularly",
        ["regulaion"] = "regulation",
        ["regulaotrs"] = "regulators",
        ["rehersal"] = "rehearsal",
        ["reigining"] = "reigning",
        ["reicarnation"] = "reincarnation",
        ["reenforced"] = "reinforced",
        ["realtions"] = "relations",
        ["relatiopnship"] = "relationship",
        ["realitvely"] = "relatively",
        ["relativly"] = "relatively",
        ["relitavely"] = "relatively",
        ["releses"] = "releases",
        ["relevence"] = "relevance",
        ["relevent"] = "relevant",
        ["relient"] = "reliant",
        ["releive"] = "relieve",
        ["releived"] = "relieved",
        ["releiver"] = "reliever",
        ["religeous"] = "religious",
        ["religous"] = "religious",
        ["religously"] = "religiously",
        ["relinqushment"] = "relinquishment",
        ["reluctent"] = "reluctant",
        ["remaing"] = "remaining",
        ["remeber"] = "remember",
        ["rememberance"] = "remembrance",
        ["remembrence"] = "remembrance",
        ["remenicent"] = "reminiscent",
        ["reminescent"] = "reminiscent",
        ["reminscent"] = "reminiscent",
        ["reminsicent"] = "reminiscent",
        ["remenant"] = "remnant",
        ["reminent"] = "remnant",
        ["renedered"] = "rende",
        ["rendevous"] = "rendezvous",
        ["rendezous"] = "rendezvous",
        ["renewl"] = "renewal",
        ["reknown"] = "renown",
        ["reknowned"] = "renowned",
        ["rentors"] = "renters",
        ["reorganision"] = "reorganisation",
        ["repeteadly"] = "repeatedly",
        ["repentence"] = "repentance",
        ["repentent"] = "repentant",
        ["reprtoire"] = "repertoire",
        ["repetion"] = "repetition",
        ["reptition"] = "repetition",
        ["relpacement"] = "replacement",
        ["reportadly"] = "reportedly",
        ["represnt"] = "represent",
        ["represantative"] = "representative",
        ["representive"] = "representative",
        ["representativs"] = "representatives",
        ["representives"] = "representatives",
        ["represetned"] = "represented",
        ["reproducable"] = "reproducible",
        ["requred"] = "required",
        ["reasearch"] = "research",
        ["reserach"] = "research",
        ["resembelance"] = "resemblance",
        ["resemblence"] = "resemblance",
        ["ressemblance"] = "resemblance",
        ["ressemblence"] = "resemblance",
        ["ressemble"] = "resemble",
        ["ressembled"] = "resembled",
        ["resembes"] = "resembles",
        ["ressembling"] = "resembling",
        ["resevoir"] = "reservoir",
        ["recide"] = "reside",
        ["recided"] = "resided",
        ["recident"] = "resident",
        ["recidents"] = "residents",
        ["reciding"] = "residing",
        ["resignement"] = "resignment",
        ["resistence"] = "resistance",
        ["resistent"] = "resistant",
        ["resistable"] = "resistible",
        ["resollution"] = "resolution",
        ["resorces"] = "resources",
        ["repsectively"] = "respectively",
        ["respectivly"] = "respectively",
        ["respomse"] = "response",
        ["responce"] = "response",
        ["responibilities"] = "responsibilities",
        ["responsability"] = "responsibility",
        ["responisble"] = "responsible",
        ["responsable"] = "responsible",
        ["responsibile"] = "responsible",
        ["resaurant"] = "restaurant",
        ["restaraunt"] = "restaurant",
        ["restauraunt"] = "restaurant",
        ["resteraunt"] = "restaurant",
        ["restuarant"] = "restaurant",
        ["resturant"] = "restaurant",
        ["resturaunt"] = "restaurant",
        ["restaraunts"] = "restaurants",
        ["resteraunts"] = "restaurants",
        ["restaraunteur"] = "restaurateur",
        ["restaraunteurs"] = "restaurateurs",
        ["restauranteurs"] = "restaurateurs",
        ["restauration"] = "restoration",
        ["resticted"] = "restricted",
        ["reult"] = "result",
        ["resurgance"] = "resurgence",
        ["resssurecting"] = "resurrecting",
        ["resurecting"] = "resurrecting",
        ["ressurrection"] = "resurrection",
        ["retalitated"] = "retaliated",
        ["retalitation"] = "retaliation",
        ["retreive"] = "retrieve",
        ["returnd"] = "returned",
        ["reveral"] = "reversal",
        ["reversable"] = "reversible",
        ["reveiw"] = "review",
        ["reveiwing"] = "reviewing",
        ["revolutionar"] = "revolutionary",
        ["rewriet"] = "rewrite",
        ["rewitten"] = "rewritten",
        ["rhymme"] = "rhyme",
        ["rhythem"] = "rhythm",
        ["rhythim"] = "rhythm",
        ["rythem"] = "rhythm",
        ["rythim"] = "rhythm",
        ["rythm"] = "rhythm",
        ["rhytmic"] = "rhythmic",
        ["rythmic"] = "rhythmic",
        ["rythyms"] = "rhythms",
        ["rediculous"] = "ridiculous",
        ["rigourous"] = "rigorous",
        ["rigeur"] = "rigueur",
        ["rininging"] = "ringing",
        ["rockerfeller"] = "Rockefeller",
        ["rococco"] = "rococo",
        ["roomate"] = "roommate",
        ["rised"] = "rose",
        ["rougly"] = "roughly",
        ["rudimentatry"] = "rudimentary",
        ["rulle"] = "rule",
        ["rumers"] = "rumors",
        ["runing"] = "running",
        ["runnung"] = "running",
        ["russina"] = "Russian",
        ["russion"] = "Russian",
        ["sacrafice"] = "sacrifice",
        ["sacrifical"] = "sacrificial",
        ["sacreligious"] = "sacrilegious",
        ["sandess"] = "sadness",
        ["saftey"] = "safety",
        ["safty"] = "safety",
        ["saidhe"] = "said he",
        ["saidit"] = "said it",
        ["saidthat"] = "said that",
        ["saidthe"] = "said the",
        ["salery"] = "salary",
        ["smae"] = "same",
        ["santioned"] = "anctioned",
        ["sanctionning"] = "sanctioning",
        ["sandwhich"] = "sandwich",
        ["sanhedrim"] = "Sanhedrin",
        ["satelite"] = "satellite",
        ["sattelite"] = "satellite",
        ["satelites"] = "satellites",
        ["sattelites"] = "satellites",
        ["satric"] = "satiric",
        ["satrical"] = "satirical",
        ["satrically"] = "satirically",
        ["satisfactority"] = "satisfactorily",
        ["saterday"] = "Saturday",
        ["saterdays"] = "Saturdays",
        ["svae"] = "save",
        ["svaes"] = "saves",
        ["saxaphone"] = "saxophone",
        ["sasy"] = "says",
        ["syas"] = "says",
        ["scaleable"] = "scalable",
        ["scandanavia"] = "Scandinavia",
        ["scaricity"] = "scarcity",
        ["scavanged"] = "scavenged",
        ["senarios"] = "scenarios",
        ["scedule"] = "schedule",
        ["schedual"] = "schedule",
        ["sceduled"] = "scheduled",
        ["scholarhip"] = "scholarship",
        ["scholarstic"] = "scholastic",
        ["shcool"] = "school",
        ["scince"] = "science",
        ["scinece"] = "science",
        ["scientfic"] = "scientific",
        ["scientifc"] = "scientific",
        ["screenwrighter"] = "screenwriter",
        ["scirpt"] = "script",
        ["scoll"] = "scroll",
        ["scrutinity"] = "scrutiny",
        ["scuptures"] = "sculptures",
        ["seach"] = "search",
        ["seached"] = "searched",
        ["seaches"] = "searches",
        ["secratary"] = "secretary",
        ["secretery"] = "secretary",
        ["ectino"] = "section",
        ["seing"] = "seeing",
        ["segementation"] = "segmentation",
        ["seguoys"] = "segues",
        ["sieze"] = "seize",
        ["siezed"] = "seized",
        ["siezing"] = "seizing",
        ["siezure"] = "seizure",
        ["siezures"] = "seizures",
        ["seldomly"] = "seldom",
        ["selectoin"] = "selection",
        ["seinor"] = "senior",
        ["sence"] = "sense",
        ["senstive"] = "sensitive",
        ["sentance"] = "sentence",
        ["separeate"] = "separate",
        ["sepulchure"] = "sepulchre",
        ["sargant"] = "sergeant",
        ["sargeant"] = "sergeant",
        ["sergent"] = "sergeant",
        ["settelement"] = "settlement",
        ["settlment"] = "settlement",
        ["severeal"] = "several",
        ["severley"] = "severely",
        ["severly"] = "severely",
        ["shaddow"] = "shadow",
        ["seh"] = "she",
        ["shesaid"] = "she said",
        ["sherif"] = "sheriff",
        ["sheild"] = "shield",
        ["shineing"] = "shining",
        ["shiped"] = "shipped",
        ["shiping"] = "shipping",
        ["shopkeeepers"] = "shopkeepers",
        ["shortwhile"] = "short while",
        ["shorly"] = "shortly",
        ["shoudl"] = "should",
        ["sohw"] = "show",
        ["showinf"] = "showing",
        ["shreak"] = "shriek",
        ["shrinked"] = "shrunk",
        ["sedereal"] = "sidereal",
        ["sideral"] = "sidereal",
        ["seige"] = "siege",
        ["signitories"] = "signatories",
        ["signitory"] = "signatory",
        ["siginificant"] = "significant",
        ["signficant"] = "significant",
        ["signficiant"] = "significant",
        ["signifacnt"] = "significant",
        ["signifigant"] = "significant",
        ["signifantly"] = "significantly",
        ["significently"] = "significantly",
        ["signifigantly"] = "significantly",
        ["signfies"] = "signifies",
        ["simalar"] = "similar",
        ["similiar"] = "similar",
        ["simmilar"] = "similar",
        ["similiarity"] = "similarity",
        ["similarily"] = "similarly",
        ["similiarly"] = "similarly",
        ["simplier"] = "simpler",
        ["simpley"] = "simply",
        ["simpyl"] = "simply",
        ["simultanous"] = "simultaneous",
        ["simultanously"] = "simultaneously",
        ["sicne"] = "since",
        ["sincerley"] = "sincerely",
        ["sincerly"] = "sincerely",
        ["singsog"] = "singsong",
        ["sixtin"] = "Sistine",
        ["skagerak"] = "Skagerrak",
        ["skateing"] = "skating",
        ["slaugterhouses"] = "slaughterhouses",
        ["slowy"] = "slowly",
        ["smoothe"] = "smooth",
        ["smoothes"] = "smooths",
        ["sneeks"] = "sneaks",
        ["snese"] = "sneeze",
        ["soical"] = "social",
        ["socalism"] = "socialism",
        ["socities"] = "societies",
        ["sofware"] = "software",
        ["soilders"] = "soldiers",
        ["soliders"] = "soldiers",
        ["soley"] = "solely",
        ["soliliquy"] = "soliloquy",
        ["solatary"] = "solitary",
        ["soluable"] = "soluble",
        ["soem"] = "some",
        ["somene"] = "someone",
        ["somethign"] = "something",
        ["someting"] = "something",
        ["somthing"] = "something",
        ["somtimes"] = "sometimes",
        ["somewaht"] = "somewhat",
        ["somwhere"] = "somewhere",
        ["sophicated"] = "sophisticated",
        ["suphisticated"] = "sophisticated",
        ["sophmore"] = "sophomore",
        ["sorceror"] = "sorcerer",
        ["saught"] = "sought",
        ["seeked"] = "sought",
        ["soudn"] = "sound",
        ["soudns"] = "sounds",
        ["sountrack"] = "soundtrack",
        ["suop"] = "soup",
        ["sourth"] = "south",
        ["sourthern"] = "southern",
        ["souvenier"] = "souvenir",
        ["souveniers"] = "souvenirs",
        ["soverign"] = "sovereign",
        ["sovereignity"] = "sovereignty",
        ["soverignity"] = "sovereignty",
        ["soverignty"] = "sovereignty",
        ["soveits"] = "Soviets",
        ["soveits"] = "Soviets",
        ["spoace"] = "space",
        ["spainish"] = "Spanish",
        ["speciallized"] = "specialised",
        ["speices"] = "species",
        ["specfic"] = "specific",
        ["specificaly"] = "specifically",
        ["specificalyl"] = "specifically",
        ["specifiying"] = "specifying",
        ["speciman"] = "specimen",
        ["spectauclar"] = "spectacular",
        ["spectaulars"] = "spectaculars",
        ["spectum"] = "spectrum",
        ["speach"] = "speech",
        ["sprech"] = "speech",
        ["sppeches"] = "speeches",
        ["spermatozoan"] = "spermatozoon",
        ["spriritual"] = "spiritual",
        ["spritual"] = "spiritual",
        ["spendour"] = "splendour",
        ["sponser"] = "sponsor",
        ["sponsered"] = "sponsored",
        ["sponzored"] = "sponsored",
        ["spontanous"] = "spontaneous",
        ["spoonfulls"] = "spoonfuls",
        ["sportscar"] = "sports car",
        ["spreaded"] = "spread",
        ["spred"] = "spread",
        ["sqaure"] = "square",
        ["stablility"] = "stability",
        ["stainlees"] = "stainless",
        ["stnad"] = "stand",
        ["standars"] = "standards",
        ["strat"] = "start",
        ["statment"] = "statement",
        ["statememts"] = "statements",
        ["statments"] = "statements",
        ["stateman"] = "statesman",
        ["staion"] = "station",
        ["sterotypes"] = "stereotypes",
        ["steriods"] = "steroids",
        ["sitll"] = "still",
        ["stiring"] = "stirring",
        ["stirrs"] = "stirs",
        ["stpo"] = "stop",
        ["storeis"] = "stories",
        ["storise"] = "stories",
        ["sotry"] = "story",
        ["stopry"] = "story",
        ["stoyr"] = "story",
        ["stroy"] = "story",
        ["strnad"] = "strand",
        ["stange"] = "strange",
        ["startegic"] = "strategic",
        ["stratagically"] = "strategically",
        ["startegies"] = "strategies",
        ["stradegies"] = "strategies",
        ["startegy"] = "strategy",
        ["stradegy"] = "strategy",
        ["streemlining"] = "streamlining",
        ["stregth"] = "strength",
        ["strenght"] = "strength",
        ["strentgh"] = "strength",
        ["strenghen"] = "strengthen",
        ["strenghten"] = "strengthen",
        ["strenghened"] = "strengthened",
        ["strenghtened"] = "strengthened",
        ["strengtened"] = "strengthened",
        ["strenghening"] = "strengthening",
        ["strenghtening"] = "strengthening",
        ["strenous"] = "strenuous",
        ["strictist"] = "strictest",
        ["strikely"] = "strikingly",
        ["stingent"] = "stringent",
        ["stong"] = "strong",
        ["stornegst"] = "strongest",
        ["stucture"] = "structure",
        ["sturcture"] = "structure",
        ["stuctured"] = "structured",
        ["struggel"] = "struggle",
        ["strugle"] = "struggle",

        ["stuggling"] = "struggling",
        ["stubborness"] = "stubbornness",
        ["studnet"] = "student",
        ["studdy"] = "study",
        ["studing"] = "studying",
        ["stlye"] = "style",
        ["sytle"] = "style",
        ["stilus"] = "stylus",
        ["subconsiously"] = "subconsciously",
        ["subjudgation"] = "subjugation",
        ["submachne"] = "submachine",
        ["sepina"] = "subpoena",
        ["subsquent"] = "subsequent",
        ["subsquently"] = "subsequently",
        ["subsidary"] = "subsidiary",
        ["subsiduary"] = "subsidiary",
        ["subpecies"] = "subspecies",
        ["substace"] = "substance",
        ["subtances"] = "substances",
        ["substancial"] = "substantial",
        ["substatial"] = "substantial",
        ["substituded"] = "substituted",
        ["subterranian"] = "subterranean",
        ["substract"] = "subtract",
        ["substracted"] = "subtracted",
        ["substracting"] = "subtracting",
        ["substraction"] = "subtraction",
        ["substracts"] = "subtracts",
        ["suburburban"] = "suburban",
        ["suceed"] = "succeed",
        ["succceeded"] = "succeeded",
        ["succedded"] = "succeeded",
        ["succeded"] = "succeeded",
        ["suceeded"] = "succeeded",
        ["suceeding"] = "succeeding",
        ["succeds"] = "succeeds",
        ["suceeds"] = "succeeds",
        ["succsess"] = "success",
        ["sucess"] = "success",
        ["succcesses"] = "successes",
        ["sucesses"] = "successes",
        ["succesful"] = "successful",
        ["successfull"] = "successful",
        ["succsessfull"] = "successful",
        ["sucesful"] = "successful",
        ["sucessful"] = "successful",
        ["sucessfull"] = "successful",
        ["succesfully"] = "successfully",
        ["succesfuly"] = "successfully",
        ["successfuly"] = "successfully",
        ["successfulyl"] = "successfully",
        ["successully"] = "successfully",
        ["sucesfully"] = "successfully",
        ["sucesfuly"] = "successfully",
        ["sucessfully"] = "successfully",
        ["sucessfuly"] = "successfully",
        ["succesion"] = "succession",
        ["sucesion"] = "succession",
        ["sucession"] = "succession",
        ["succesive"] = "successive",
        ["sucessive"] = "successive",
        ["sucessor"] = "successor",
        ["sucessot"] = "successor",
        ["sufferred"] = "suffered",
        ["sufferring"] = "suffering",
        ["suffcient"] = "sufficient",
        ["sufficent"] = "sufficient",
        ["sufficiant"] = "sufficient",
        ["suffciently"] = "sufficiently",
        ["sufficently"] = "sufficiently",
        ["sufferage"] = "suffrage",
        ["suggestable"] = "suggestible",
        ["sucidial"] = "suicidal",
        ["sucide"] = "suicide",
        ["sumary"] = "summary",
        ["sunglases"] = "sunglasses",
        ["superintendant"] = "superintendent",
        ["surplanted"] = "supplanted",
        ["suplimented"] = "supplemented",
        ["supplamented"] = "supplemented",
        ["suppliementing"] = "supplementing",
        ["suppy"] = "supply",
        ["wupport"] = "support",
        ["supose"] = "suppose",
        ["suposed"] = "supposed",
        ["suppoed"] = "supposed",
        ["suppossed"] = "supposed",
        ["suposedly"] = "supposedly",
        ["supposingly"] = "supposedly",
        ["suposes"] = "supposes",
        ["suposing"] = "supposing",
        ["supress"] = "suppress",
        ["surpress"] = "suppress",
        ["supressed"] = "suppressed",
        ["surpressed"] = "suppressed",
        ["supresses"] = "suppresses",
        ["supressing"] = "suppressing",
        ["surley"] = "surely",
        ["surfce"] = "surface",
        ["suprise"] = "surprise",
        ["suprize"] = "surprise",
        ["surprize"] = "surprise",
        ["suprised"] = "surprised",
        ["suprized"] = "surprised",
        ["surprized"] = "surprised",
        ["suprising"] = "surprising",
        ["suprizing"] = "surprising",
        ["surprizing"] = "surprising",
        ["suprisingly"] = "surprisingly",
        ["suprizingly"] = "surprisingly",
        ["surprizingly"] = "surprisingly",
        ["surrended"] = "surrendered",
        ["surrundering"] = "surrendering",
        ["surrepetitious"] = "surreptitious",
        ["surreptious"] = "surreptitious",
        ["surrepetitiously"] = "surreptitiously",
        ["surreptiously"] = "surreptitiously",
        ["suround"] = "surround",
        ["surounded"] = "surrounded",
        ["surronded"] = "surrounded",
        ["surrouded"] = "surrounded",
        ["sorrounding"] = "surrounding",
        ["surounding"] = "surrounding",
        ["surrouding"] = "surrounding",
        ["suroundings"] = "surroundings",
        ["surounds"] = "surrounds",
        ["surveill"] = "surveil",
        ["surveilence"] = "surveillance",
        ["surveyer"] = "surveyor",
        ["survivied"] = "survived",
        ["surviver"] = "survivor",
        ["survivers"] = "survivors",
        ["suseptable"] = "susceptible",
        ["suseptible"] = "susceptible",
        ["suspention"] = "suspension",
        ["swaer"] = "swear",
        ["swaers"] = "swears",
        ["swepth"] = "swept",
        ["swiming"] = "swimming",
        ["symettric"] = "symmetric",
        ["symmetral"] = "symmetric",
        ["symetrical"] = "symmetrical",
        ["symetrically"] = "symmetrically",
        ["symmetricaly"] = "symmetrically",
        ["symetry"] = "symmetry",
        ["synphony"] = "symphony",
        ["sypmtoms"] = "symptoms",
        ["synagouge"] = "synagogue",
        ["syncronisation"] = "synchronisation",
        ["synonomous"] = "synonymous",
        ["synonymns"] = "synonyms",
        ["syphyllis"] = "syphilis",
        ["syrap"] = "syrup",
        ["sytem"] = "system",
        ["sysmatically"] = "systematically",
        ["tkae"] = "take",
        ["tkaes"] = "takes",
        ["tkaing"] = "taking",
        ["talekd"] = "talked",
        ["talkign"] = "talking",
        ["tlaking"] = "talking",
        ["targetted"] = "targeted",
        ["targetting"] = "targeting",
        ["tast"] = "taste",
        ["tatoo"] = "tattoo",
        ["tattooes"] = "tattoos",
        ["teached"] = "taught",
        ["taxanomic"] = "taxonomic",
        ["taxanomy"] = "taxonomy",
        ["tecnical"] = "technical",
        ["techician"] = "technician",
        ["technitian"] = "technician",
        ["techicians"] = "technicians",
        ["techiniques"] = "techniques",
        ["technnology"] = "technology",
        ["technolgy"] = "technology",
        ["telphony"] = "telephony",
        ["televize"] = "televise",
        ["telelevision"] = "television",
        ["televsion"] = "television",
        ["tellt"] = "tell the",
        ["temperment"] = "temperament",
        ["tempermental"] = "temperamental",
        ["temparate"] = "temperate",
        ["temerature"] = "temperature",
        ["tempertaure"] = "temperature",
        ["temperture"] = "temperature",
        ["temperarily"] = "temporarily",
        ["tepmorarily"] = "temporarily",
        ["temprary"] = "temporary",
        ["tendancies"] = "tendencies",
        ["tendacy"] = "tendency",
        ["tendancy"] = "tendency",
        ["tendonitis"] = "tendinitis",
        ["tennisplayer"] = "tennis player",
        ["tenacle"] = "tentacle",
        ["tenacles"] = "tentacles",
        ["terrestial"] = "terrestrial",
        ["terriories"] = "territories",
        ["terriory"] = "territory",
        ["territoy"] = "territory",
        ["territorist"] = "terrorist",
        ["terroist"] = "terrorist",
        ["testiclular"] = "testicular",
        ["tahn"] = "than",
        ["thna"] = "than",
        ["thansk"] = "thanks",
        ["taht"] = "that",
        ["tath"] = "that",
        ["thgat"] = "that",
        ["thta"] = "that",
        ["thyat"] = "that",
        ["tyhat"] = "that",
        ["thatt"] = "that the",
        ["thatthe"] = "that the",
        ["hte"] = "the",
        ["teh"] = "the",
        ["tehw"] = "the",
        ["tghe"] = "the",
        ["theh"] = "the",
        ["thge"] = "the",
        ["thw"] = "the",
        ["tje"] = "the",
        ["tjhe"] = "the",
        ["tthe"] = "the",
        ["tyhe"] = "the",
        ["thecompany"] = "the company",
        ["thefirst"] = "the first",
        ["thegovernment"] = "the government",
        ["thenew"] = "the new",
        ["thesame"] = "the same",
        ["thetwo"] = "the two",
        ["theather"] = "theatre",
        ["theri"] = "their",
        ["thier"] = "their",
        ["htem"] = "them",
        ["themself"] = "themselves",
        ["themselfs"] = "themselves",
        ["themslves"] = "themselves",
        ["hten"] = "then",
        ["thn"] = "then",
        ["thne"] = "then",
        ["htere"] = "there",
        ["therafter"] = "thereafter",
        ["therby"] = "thereby",
        ["htese"] = "these",
        ["theese"] = "these",
        ["htey"] = "they",
        ["tehy"] = "they",
        ["tyhe"] = "they",
        ["theif"] = "thief",
        ["theives"] = "thieves",
        ["hting"] = "thing",
        ["thign"] = "thing",
        ["thnig"] = "thing",
        ["thigns"] = "things",
        ["thigsn"] = "things",
        ["thnigs"] = "things",
        ["htikn"] = "think",
        ["htink"] = "think",
        ["thikn"] = "think",
        ["thiunk"] = "think",
        ["tihkn"] = "think",
        ["thikning"] = "thinking",
        ["thikns"] = "thinks",
        ["thrid"] = "third",
        ["htis"] = "this",
        ["tghis"] = "this",
        ["thsi"] = "this",
        ["tihs"] = "this",
        ["thisyear"] = "this year",
        ["throrough"] = "thorough",
        ["throughly"] = "thoroughly",
        ["thsoe"] = "those",
        ["threatend"] = "threatened",
        ["threatning"] = "threatening",
        ["threee"] = "three",
        ["threshhold"] = "threshold",
        ["throuhg"] = "through",
        ["thru"] = "through",
        ["houghout"] = "throughout",
        ["througout"] = "throughout",
        ["tiget"] = "tiger",
        ["tiem"] = "time",
        ["timne"] = "time",
        ["tothe"] = "to the",
        ["tabacco"] = "tobacco",
        ["tobbaco"] = "tobacco",
        ["todya"] = "today",
        ["tiogether"] = "together",
        ["togehter"] = "together",
        ["toghether"] = "together",
        ["toldt"] = "told the",
        ["tolerence"] = "tolerance",
        ["tolkein"] = "Tolkien",
        ["tomatos"] = "tomatoes",
        ["tommorow"] = "tomorrow",
        ["tommorrow"] = "tomorrow",
        ["tomorow"] = "tomorrow",
        ["tounge"] = "tongue",
        ["tongiht"] = "tonight",
        ["tonihgt"] = "tonight",
        ["tormenters"] = "tormentors",
        ["toriodal"] = "toroidal",
        ["torpeados"] = "torpedoes",
        ["torpedos"] = "torpedoes",
        ["totaly"] = "totally",
        ["totalyl"] = "totally",
        ["towrad"] = "toward",
        ["towords"] = "towards",
        ["twon"] = "town",
        ["traditition"] = "tradition",
        ["traditionnal"] = "traditional",
        ["tradionally"] = "traditionally",
        ["traditionaly"] = "traditionally",
        ["traditionalyl"] = "traditionally",
        ["tradtionally"] = "traditionally",
        ["trafic"] = "traffic",
        ["trafficed"] = "trafficked",
        ["trafficing"] = "trafficking",
        ["transcendance"] = "transcendence",
        ["trancendent"] = "transcendent",
        ["transcendant"] = "transcendent",
        ["transcendentational"] = "transcendental",
        ["trancending"] = "transcending",
        ["transending"] = "transcending",
        ["transcripting"] = "transcribing",
        ["transfered"] = "transferred",
        ["transfering"] = "transferring",
        ["tranform"] = "transform",
        ["transformaton"] = "transformation",
        ["tranformed"] = "transformed",
        ["transistion"] = "transition",
        ["translater"] = "translator",
        ["translaters"] = "translators",
        ["transmissable"] = "transmissible",
        ["transporation"] = "transportation",
        ["transesxuals"] = "transsexuals",
        ["tremelo"] = "tremolo",
        ["tremelos"] = "tremolos",
        ["triathalon"] = "triathlon",
        ["tryed"] = "tried",
        ["triguered"] = "triggered",
        ["triology"] = "trilogy",
        ["troling"] = "trolling",
        ["toubles"] = "troubles",
        ["troup"] = "troupe",
        ["truely"] = "truly",
        ["truley"] = "truly",
        ["turnk"] = "trunk",
        ["tust"] = "trust",
        ["trustworthyness"] = "trustworthiness",
        ["tuscon"] = "Tucson",
        ["termoil"] = "turmoil",
        ["twpo"] = "two",
        ["typcial"] = "typical",
        ["typicaly"] = "typically",
        ["tyranies"] = "tyrannies",
        ["tyrranies"] = "tyrannies",
        ["tyrany"] = "tyranny",
        ["tyrrany"] = "tyranny",
        ["ubiquitious"] = "ubiquitous",
        ["ukranian"] = "Ukrainian",
        ["ukelele"] = "ukulele",
        ["alterior"] = "ulterior",
        ["ultimely"] = "ultimately",
        ["unacompanied"] = "unaccompanied",
        ["unanymous"] = "unanimous",
        ["unathorised"] = "unauthorised",
        ["unavailible"] = "unavailable",
        ["unballance"] = "unbalance",
        ["unbeleivable"] = "unbelievable",
        ["uncertainity"] = "uncertainty",
        ["unchallengable"] = "unchallengeable",
        ["unchangable"] = "unchangeable",
        ["uncompetive"] = "uncompetitive",
        ["unconcious"] = "unconscious",
        ["unconciousness"] = "unconsciousness",
        ["uncontitutional"] = "unconstitutional",
        ["unconvential"] = "unconventional",
        ["undecideable"] = "undecidable",
        ["indefineable"] = "undefinable",
        ["undreground"] = "underground",
        ["udnerstand"] = "understand",
        ["understnad"] = "understand",
        ["understoon"] = "understood",
        ["undesireable"] = "undesirable",
        ["undetecable"] = "undetectable",
        ["undoubtely"] = "undoubtedly",
        ["unforgetable"] = "unforgettable",
        ["unforgiveable"] = "unforgivable",
        ["unforetunately"] = "unfortunately",
        ["unfortunatley"] = "unfortunately",
        ["unfortunatly"] = "unfortunately",
        ["unfourtunately"] = "unfortunately",
        ["unahppy"] = "unhappy",
        ["unilatreal"] = "unilateral",
        ["unilateraly"] = "unilaterally",
        ["unilatreally"] = "unilaterally",
        ["unihabited"] = "uninhabited",
        ["uninterruped"] = "uninterrupted",
        ["uninterupted"] = "uninterrupted",
        ["unitedstates"] = "United States",
        ["unitesstates"] = "United States",
        ["univeral"] = "universal",
        ["univeristies"] = "universities",
        ["univesities"] = "universities",
        ["univeristy"] = "university",
        ["universtiy"] = "university",
        ["univesity"] = "university",
        ["unviersity"] = "university",
        ["unkown"] = "unknown",
        ["unliek"] = "unlike",
        ["unlikey"] = "unlikely",
        ["unmanouverable"] = "unmanoeuvrable",
        ["unmistakeably"] = "unmistakably",
        ["unneccesarily"] = "unnecessarily",
        ["unneccessarily"] = "unnecessarily",
        ["unnecesarily"] = "unnecessarily",
        ["uneccesary"] = "unnecessary",
        ["unecessary"] = "unnecessary",
        ["unneccesary"] = "unnecessary",
        ["unneccessary"] = "unnecessary",
        ["unnecesary"] = "unnecessary",
        ["unoticeable"] = "unnoticeable",
        ["inofficial"] = "unofficial",
        ["unoffical"] = "unofficial",
        ["unplesant"] = "unpleasant",
        ["unpleasently"] = "unpleasantly",
        ["unprecendented"] = "unprecedented",
        ["unprecidented"] = "unprecedented",
        ["unrepentent"] = "unrepentant",
        ["unrepetant"] = "unrepentant",
        ["unrepetent"] = "unrepentant",
        ["unsubstanciated"] = "unsubstantiated",
        ["unsuccesful"] = "unsuccessful",
        ["unsuccessfull"] = "unsuccessful",
        ["unsucesful"] = "unsuccessful",
        ["unsucessful"] = "unsuccessful",
        ["unsucessfull"] = "unsuccessful",
        ["unsuccesfully"] = "unsuccessfully",
        ["unsucesfuly"] = "unsuccessfully",
        ["unsucessfully"] = "unsuccessfully",
        ["unsuprised"] = "unsurprised",
        ["unsuprized"] = "unsurprised",
        ["unsurprized"] = "unsurprised",
        ["unsuprising"] = "unsurprising",
        ["unsuprizing"] = "unsurprising",
        ["unsurprizing"] = "unsurprising",
        ["unsuprisingly"] = "unsurprisingly",
        ["unsuprizingly"] = "unsurprisingly",
        ["unsurprizingly"] = "unsurprisingly",
        ["untill"] = "until",
        ["untranslateable"] = "untranslatable",
        ["unuseable"] = "unusable",
        ["unusuable"] = "unusable",
        ["unwarrented"] = "unwarranted",
        ["unweildly"] = "unwieldy",
        ["unwieldly"] = "unwieldy",
        ["tjpanishad"] = "upanishad",
        ["upcomming"] = "upcoming",
        ["upgradded"] = "upgraded",
        ["useage"] = "usage",
        ["uise"] = "use",
        ["usefull"] = "useful",
        ["usefuly"] = "usefully",
        ["useing"] = "using",
        ["usally"] = "usually",
        ["usualy"] = "usually",
        ["usualyl"] = "usually",
        ["ususally"] = "usually",
        ["vaccum"] = "vacuum",
        ["vaccume"] = "vacuum",
        ["vaguaries"] = "vagaries",
        ["vailidty"] = "validity",
        ["valetta"] = "valletta",
        ["valuble"] = "valuable",
        ["valueable"] = "valuable",
        ["varient"] = "variant",
        ["varations"] = "variations",
        ["vaieties"] = "varieties",
        ["varities"] = "varieties",
        ["variey"] = "variety",
        ["varity"] = "variety",
        ["vreity"] = "variety",
        ["vriety"] = "variety",
        ["varous"] = "various",
        ["varing"] = "varying",
        ["vasall"] = "vassal",
        ["vasalls"] = "vassals",
        ["vegitable"] = "vegetable",
        ["vegtable"] = "vegetable",
        ["vegitables"] = "vegetables",
        ["vegatarian"] = "vegetarian",
        ["vehicule"] = "vehicle",
        ["vengance"] = "vengeance",
        ["vengence"] = "vengeance",
        ["venemous"] = "venomous",
        ["verfication"] = "verification",
        ["vermillion"] = "vermilion",
        ["versitilaty"] = "versatility",
        ["versitlity"] = "versatility",
        ["verison"] = "version",
        ["verisons"] = "versions",
        ["veyr"] = "very",
        ["vrey"] = "very",
        ["vyer"] = "very",
        ["vyre"] = "very",
        ["vacinity"] = "vicinity",
        ["vincinity"] = "vicinity",
        ["vitories"] = "victories",
        ["wiew"] = "view",
        ["vigilence"] = "vigilance",
        ["vigourous"] = "vigorous",
        ["villification"] = "vilification",
        ["villify"] = "vilify",
        ["villian"] = "villain",
        ["violentce"] = "violence",
        ["virgina"] = "Virginia",
        ["virutal"] = "virtual",
        ["virtualyl"] = "virtually",
        ["visable"] = "visible",
        ["visably"] = "visibly",
        ["visting"] = "visiting",
        ["vistors"] = "visitors",
        ["volcanoe"] = "volcano",
        ["volkswagon"] = "Volkswagen",
        ["voleyball"] = "volleyball",
        ["volontary"] = "voluntary",
        ["volonteer"] = "volunteer",
        ["volounteer"] = "volunteer",
        ["volonteered"] = "volunteered",
        ["volounteered"] = "volunteered",
        ["volonteering"] = "volunteering",
        ["volounteering"] = "volunteering",
        ["volonteers"] = "volunteers",
        ["volounteers"] = "volunteers",
        ["vulnerablility"] = "vulnerability",
        ["vulnerible"] = "vulnerable",
        ["watn"] = "want",
        ["whant"] = "want",
        ["wnat"] = "want",
        ["wanna"] = "want to",
        ["wnated"] = "wanted",
        ["whants"] = "wants",
        ["wnats"] = "wants",
        ["wardobe"] = "wardrobe",
        ["warrent"] = "warrant",
        ["warantee"] = "warranty",
        ["warrriors"] = "warriors",
        ["wass"] = "was",
        ["weas"] = "was",
        ["ws"] = "was",
        ["wya"] = "way",
        ["wayword"] = "wayward",
        ["weaponary"] = "weaponry",
        ["wether"] = "weather",
        ["wendsay"] = "Wednesday",
        ["wensday"] = "Wednesday",
        ["wiegh"] = "weigh",
        ["wierd"] = "weird",
        ["vell"] = "well",
        ["werre"] = "were",
        ["waht"] = "what",
        ["whta"] = "what",
        ["wehn"] = "when",
        ["whn"] = "when",
        ["whent"] = "when the",
        ["wehre"] = "where",
        ["wherre"] = "where",
        ["wereabouts"] = "whereabouts",
        ["wheras"] = "where as",
        ["wherease"] = "where as",
        ["whereever"] = "wherever",
        ["whther"] = "whether",
        ["hwich"] = "which",
        ["hwihc"] = "which",
        ["whcih"] = "which",
        ["whic"] = "which",
        ["whihc"] = "which",
        ["whlch"] = "which",
        ["wihch"] = "which",
        ["hwile"] = "while",
        ["woh"] = "who",
        ["hwole"] = "whole",
        ["wohle"] = "whole",
        ["wholey"] = "wholly",
        ["widesread"] = "widespread",
        ["weilded"] = "wielded",
        ["wief"] = "wife",
        ["iwll"] = "will",
        ["wille"] = "will",
        ["wiull"] = "will",
        ["willbe"] = "will be",
        ["willingless"] = "willingness",
        ["windoes"] = "windows",
        ["wintery"] = "wintry",
        ["iwth"] = "with",
        ["whith"] = "with",
        ["wih"] = "with",
        ["wiht"] = "with",
        ["withe"] = "with",
        ["witht"] = "with",
        ["witn"] = "with",
        ["wtih"] = "with",
        ["witha"] = "with a",
        ["witht"] = "with the",
        ["withthe"] = "with the",
        ["withdrawl"] = "withdrawal",
        ["witheld"] = "withheld",
        ["withold"] = "withhold",
        ["withing"] = "within",
        ["wonderfull"] = "wonderful",
        ["wrod"] = "word",
        ["owrk"] = "work",
        ["wokr"] = "work",
        ["wrok"] = "work",
        ["wokring"] = "working",
        ["wroking"] = "working",
        ["workststion"] = "workstation",
        ["worls"] = "world",
        ["worstened"] = "worsened",
        ["owudl"] = "would",
        ["owuld"] = "would",
        ["woudl"] = "would",
        ["wuould"] = "would",
        ["wouldbe"] = "would be",
        ["wresters"] = "wrestlers",
        ["rwite"] = "write",
        ["wriet"] = "write",
        ["wirting"] = "writing",
        ["writting"] = "writing",
        ["writen"] = "written",
        ["wroet"] = "wrote",
        ["xenophoby"] = "xenophobia",
        ["yatch"] = "yacht",
        ["yaching"] = "yachting",
        ["eyar"] = "year",
        ["yera"] = "year",
        ["eyars"] = "years",
        ["yeasr"] = "years",
        ["yeras"] = "years",
        ["yersa"] = "years",
        ["yelow"] = "yellow",
        ["eyt"] = "yet",
        ["yeild"] = "yield",
        ["yeilding"] = "yielding",
        ["yoiu"] = "you",
        ["ytou"] = "you",
        ["yuo"] = "you",
        ["youare"] = "you are",
        ["yoru"] = "your",
        ["yuor"] = "your",
        ["youself"] = "yourself",
        ["youseff"] = "yousef",
        ["zeebra"] = "zebra",
        ["sionist"] = "Zionist",
        ["sionists"] = "Zionists",

        ["Iam"] = "I am",
        ["Im"] = "I am",
        ["TEh"] = "The",
        ["THat"] = "That",
        ["THe"] = "The",
        ["Teh"] = "The",
        ["Theyare"] = "they are",
        ["Youre"] = "you are",
        ["abotu"] = "about",
        ["aboutit"] = "about it",
        ["acn"] = "can",
        ["aer"] = "are",
        ["agian"] = "again",
        ["ahev"] = "have",
        ["ahve"] = "have",
        ["alos"] = "also",
        ["alot"] = "a lot",
        ["alse"] = "else",
        ["alsot"] = "also",
        ["amde"] = "made",
        ["amke"] = "make",
        ["amkes"] = "makes",
        ["anbd"] = "and",
        ["andd"] = "and",
        ["anf"] = "and",
        ["ans"] = "and",
        ["aobut"] = "about",
        ["aslo"] = "also",
        ["asthe"] = "as the",
        ["atthe"] = "at the",
        ["awya"] = "away",
        ["aywa"] = "away",
        ["bakc"] = "back",
        ["baout"] = "about",
        ["bcak"] = "back",
        ["beacuse"] = "because",
        ["becuase"] = "because",
        ["bve"] = "be",
        ["cant"] = "cannot",
        ["chaneg"] = "change",
        ["chanegs"] = "changes",
        ["chekc"] = "check",
        ["chnage"] = "change",
        ["chnaged"] = "changed",
        ["chnages"] = "changes",
        ["claer"] = "clear",
        ["clss"] = "class",
        ["cmo"] = "com",
        ["cna"] = "can",
        ["coudl"] = "could",
        ["cpoy"] = "copy",
        ["dael"] = "deal",
        ["didnot"] = "did not",
        ["didnt"] = "did nott",
        ["diea"] = "idea",
        ["doens"] = "does",
        ["doese"] = "does",
        ["doesnt"] = "does not",
        ["doign"] = "doing",
        ["doimg"] = "doing",
        ["donig"] = "doing",
        ["dont"] = "do not",
        ["eahc"] = "each",
        ["efel"] = "feel",
        ["ehlp"] = "help",
        ["ehr"] = "her",
        ["emial"] = "email",
        ["ened"] = "need",
        ["enxt"] = "next",
        ["esle"] = "else",
        ["ew"] = "we",
        ["eyar"] = "year",
        ["eyt"] = "yet",
        ["fatc"] = "fact",
        ["fidn"] = "find",
        ["fiel"] = "file",
        ["firts"] = "first",
        ["flase"] = "false",
        ["fo"] = "of",
        ["fomr"] = "form",
        ["fora"] = "for a",
        ["forthe"] = "for the",
        ["foudn"] = "found",
        ["frmo"] = "from",
        ["fro"] = "for",
        ["frome"] = "from",
        ["fromthe"] = "from the",
        ["fwe"] = "few",
        ["gerat"] = "great",
        ["gievn"] = "given",
        ["goign"] = "going",
        ["gonig"] = "going",
        ["gruop"] = "group",
        ["grwo"] = "grow",
        ["haev"] = "have",
        ["eher"] = "here",
        ["hasa"] = "has a",
        ["havea"] = "have a",
        ["hda"] = "had",
        ["hge"] = "he",
        ["hlep"] = "help",
        ["holf"] = "hold",
        ["hsa"] = "has",
        ["hsi"] = "his",
        ["htan"] = "than",
        ["htat"] = "that",
        ["hte"] = "the",
        ["htem"] = "them",
        ["hten"] = "then",
        ["htere"] = "there",
        ["htese"] = "these",
        ["htey"] = "they",
        ["hting"] = "thing",
        ["htink"] = "think",
        ["htis"] = "this",
        ["hvae"] = "have",
        ["hvaing"] = "having",
        ["hvea"] = "have",
        ["hwich"] = "which",
        ["hwo"] = "how",
        ["idae"] = "idea",
        ["idaes"] = "ideas",
        ["ihs"] = "his",
        ["ina"] = "in a",
        ["inot"] = "into",
        ["inteh"] = "in the",
        ["inthe"] = "in the",
        ["inthese"] = "in these",
        ["inthis"] = "in this",
        ["inwhich"] = "in which",
        ["isthe"] = "is the",
        ["isze"] = "size",
        ["itis"] = "it is",
        ["itwas"] = "it was",
        ["iused"] = "used",
        ["iwll"] = "will",
        ["iwth"] = "with",
        ["jstu"] = "just",
        ["jsut"] = "just",
        ["knwo"] = "know",
        ["knwon"] = "known",
        ["knwos"] = "knows",
        ["konw"] = "know",
        ["konwn"] = "known",
        ["konws"] = "knows",
        ["kwno"] = "know",
        ["laod"] = "load",
        ["lastr"] = "last",
        ["layed"] = "laid",
        ["liek"] = "like",
        ["liekd"] = "liked",
        ["liev"] = "live",
        ["likly"] = "likely",
        ["ling"] = "long",
        ["liuke"] = "like",
        ["loev"] = "love",
        ["lsat"] = "last",
        ["lveo"] = "love",
        ["lvoe"] = "love",
        ["mcuh"] = "much",
        ["mear"] = "mere",
        ["mial"] = "mail",
        ["mkae"] = "make",
        ["mkaes"] = "makes",
        ["mkea"] = "make",
        ["moeny"] = "money",
        ["mroe"] = "more",
        ["msut"] = "must",
        ["muhc"] = "much",
        ["muts"] = "must",
        ["mysefl"] = "myself",
        ["myu"] = "my",
        ["nad"] = "and",
        ["niether"] = "neither",
        ["nkow"] = "know",
        ["nkwo"] = "know",
        ["nmae"] = "name",
        ["nowe"] = "now",
        ["nto"] = "not",
        ["nver"] = "never",
        ["nwe"] = "new",
        ["nwo"] = "now",
        ["ocur"] = "occur",
        ["ofa"] = "of a",
        ["ofits"] = "of its",
        ["ofthe"] = "of the",
        ["oging"] = "going",
        ["ohter"] = "other",
        ["omre"] = "more",
        ["oneof"] = "one of",
        ["onthe"] = "on the",
        ["onyl"] = "only",
        ["ot"] = "to",
        ["otehr"] = "other",
        ["otu"] = "out",
        ["outof"] = "out of",
        ["owrk"] = "work",
        ["owuld"] = "would",
        ["paide"] = "paid",
        ["peice"] = "piece",
        ["puhs"] = "push",
        ["pwoer"] = "power",
        ["rela"] = "real",
        ["rulle"] = "rule",
        ["rwite"] = "write",
        ["sasy"] = "says",
        ["seh"] = "she",
        ["shoudl"] = "should",
        ["sitll"] = "still",
        ["sleect"] = "select",
        ["smae"] = "same",
        ["somethign"] = "something",
        ["smoe"] = "some",
        ["sned"] = "send",
        ["soem"] = "some",
        ["sohw"] = "show",
        ["soze"] = "size",
        ["stnad"] = "stand",
        ["stpo"] = "stop",
        ["si"] = "is",
        ["syas"] = "says",
        ["ta"] = "at",
        ["tahn"] = "than",
        ["taht"] = "that",
        ["tath"] = "that",
        ["tehir"] = "their",
        ["tehn"] = "then",
        ["tehre"] = "there",
        ["tehy"] = "they",
        ["tghe"] = "the",
        ["tghis"] = "this",
        ["thanit"] = "than it",
        ["thansk"] = "thanks",
        ["thast"] = "that",
        ["thats"] = "that is",
        ["thatthe"] = "that the",
        ["theh"] = "then",
        ["theri"] = "their",
        ["theyare"] = "they are",
        ["thgat"] = "that",
        ["thge"] = "the",
        ["thier"] = "their",
        ["thign"] = "thing",
        ["thme"] = "them",
        ["thn"] = "then",
        ["thna"] = "than",
        ["thne"] = "then",
        ["thnig"] = "thing",
        ["thre"] = "there",
        ["thsi"] = "this",
        ["thsoe"] = "those",
        ["thta"] = "that",
        ["thyat"] = "that",
        ["thye"] = "they",
        ["ti"] = "it",
        ["tiem"] = "time",
        ["tihs"] = "this",
        ["timne"] = "time",
        ["tiome"] = "time",
        ["tje"] = "the",
        ["tjhe"] = "the",
        ["tkae"] = "take",
        ["tkaes"] = "takes",
        ["tkaing"] = "taking",
        ["todya"] = "today",
        ["tothe"] = "to the",
        ["towrad"] = "toward",
        ["tthe"] = "the",
        ["ture"] = "true",
        ["twpo"] = "two",
        ["tyhat"] = "that",
        ["tyhe"] = "they",
        ["uise"] = "use",
        ["untill"] = "until",
        ["veyr"] = "very",
        ["vrey"] = "very",
        ["waht"] = "what",
        ["wass"] = "was",
        ["watn"] = "want",
        ["weas"] = "was",
        ["wehn"] = "when",
        ["werre"] = "were",
        ["whcih"] = "which",
        ["wherre"] = "where",
        ["whic"] = "which",
        ["whihc"] = "which",
        ["whn"] = "when",
        ["whta"] = "what",
        ["wih"] = "with",
        ["wihch"] = "which",
        ["wiht"] = "with",
        ["willbe"] = "will be",
        ["willk"] = "will",
        ["witha"] = "with a",
        ["withe"] = "with",
        ["withh"] = "with",
        ["withit"] = "with it",
        ["witht"] = "with",
        ["withthe"] = "with the",
        ["witn"] = "with",
        ["wiull"] = "will",
        ["wnat"] = "want",
        ["wnats"] = "wants",
        ["woh"] = "who",
        ["wohle"] = "whole",
        ["wokr"] = "work",
        ["woudl"] = "would",
        ["wrod"] = "word",
        ["wroet"] = "wrote",
        ["wrok"] = "work",
        ["wtih"] = "with",
        ["wuould"] = "would",
        ["wya"] = "way",
        ["yaer"] = "year",
        ["yera"] = "year",
        ["yoiu"] = "you",
        ["yoru"] = "your",
        ["youare"] = "you are",
        ["youre"] = "you are",
        ["youve"] = "you have",
        ["yrea"] = "year",
        ["ytou"] = "you",
        ["realli"] = "really",
        ["sukc"] = "suck",
        ["zpeling"] = "spelling",
    },
}

M.month_date = {
    scope = "global",
    dict = {
        ["monday"] = "Monday",
        ["tuesday"] = "Tuesday",
        ["wednesday"] = "Wednesday",
        ["thursday"] = "Thursday",
        ["friday"] = "Friday",
        ["saturday"] = "Saturday",
        ["sunday"] = "Sunday",
        ["january"] = "January",
        ["february"] = "February",
        ["march"] = "March",
        ["april"] = "April",
        ["may"] = "May",
        ["june"] = "June",
        ["july"] = " July",
        ["august"] = "August",
        ["september"] = "September",
        ["october"] = "October",
        ["november"] = "November",
        ["december"] = "December",
    },
}
M.python = {
    scope = "python", -- testing
    dict = {
        ["false"] = "False",
        ["true"] = "True",
        ["dataloader"] = "DataLoader",
        ["totensor"] = "ToTensor",
        ["mnist"] = "MNIST",
        ["improt"] = "import",
        ["whole"] = "while",
        ["prant"] = "print",
        ["torhc"] = "torch",
    },
}

return M
