sms_data<-read.csv("C:\\Users\\dell\\Downloads\\Spam.csv",stringsAsFactors = F)
class(sms_data)

## [1] "data.frame"

str(sms_data)

## 'data.frame':    5572 obs. of  5 variables:
##  $ v1 : chr  "ham" "ham" "spam" "ham" ...
##  $ v2 : chr  "Go until jurong point, crazy.. Available only in bugis n great world la e buffet... Cine there got amore wat..." "Ok lar... Joking wif u oni..." "Free entry in 2 a wkly comp to win FA Cup final tkts 21st May 2005. Text FA to 87121 to receive entry question("| __truncated__ "U dun say so early hor... U c already then say..." ...
##  $ X  : chr  "" "" "" "" ...
##  $ X.1: chr  "" "" "" "" ...
##  $ X.2: chr  "" "" "" "" ...

sms_data<-sms_data[,-c(3:5)]
sms_data$v1<-factor(sms_data$v1)

str(sms_data)

## 'data.frame':    5572 obs. of  2 variables:
##  $ v1: Factor w/ 2 levels "ham","spam": 1 1 2 1 1 2 1 1 2 2 ...
##  $ v2: chr  "Go until jurong point, crazy.. Available only in bugis n great world la e buffet... Cine there got amore wat..." "Ok lar... Joking wif u oni..." "Free entry in 2 a wkly comp to win FA Cup final tkts 21st May 2005. Text FA to 87121 to receive entry question("| __truncated__ "U dun say so early hor... U c already then say..." ...

table(sms_data$v1)

## 
##  ham spam 
## 4825  747

library(tm)

## Loading required package: NLP

sms_corpus<-Corpus(VectorSource(sms_data$v2))
sms_corpus<-tm_map(sms_corpus,function(x)iconv(enc2utf8(x),sub = 'byte'))

## Warning in tm_map.SimpleCorpus(sms_corpus, function(x) iconv(enc2utf8(x), :
## transformation drops documents

corpus_clean<-tm_map(sms_corpus,tolower)

## Warning in tm_map.SimpleCorpus(sms_corpus, tolower): transformation drops
## documents

corpus_clean<-tm_map(corpus_clean,removeNumbers)

## Warning in tm_map.SimpleCorpus(corpus_clean, removeNumbers): transformation
## drops documents

corpus_clean<-tm_map(corpus_clean,removeWords,stopwords())

## Warning in tm_map.SimpleCorpus(corpus_clean, removeWords, stopwords()):
## transformation drops documents

corpus_clean<-tm_map(corpus_clean,removePunctuation)

## Warning in tm_map.SimpleCorpus(corpus_clean, removePunctuation):
## transformation drops documents

corpus_clean<-tm_map(corpus_clean,stripWhitespace)

## Warning in tm_map.SimpleCorpus(corpus_clean, stripWhitespace):
## transformation drops documents

class(corpus_clean)

## [1] "SimpleCorpus" "Corpus"

as.character(corpus_clean)

## [1] "c(\"go jurong point crazy available bugis n great world la e buffet cine got amore wat\", \"ok lar joking wif u oni\", \"free entry wkly comp win fa cup final tkts st may text fa receive entry questionstd txt ratetcs apply s\", \"u dun say early hor u c already say\", \"nah think goes usf lives around though\", \"freemsg hey darling weeks now word back like fun still tb ok xxx std chgs send ã¥â£ rcv\", \"even brother like speak treat like aids patent\", \" per request melle melle oru minnaminunginte nurungu vettam set callertune callers press copy friends callertune\", \n\"winner valued network customer selected receivea ã¥â£ prize reward claim call claim code kl valid hours \", \" mobile months u r entitled update latest colour mobiles camera free call mobile update co free \", \" gonna home soon want talk stuff anymore tonight k cried enough today\", \"six chances win cash pounds txt csh send cost pday days tsandcs apply reply hl info\", \"urgent won week free membership ã¥â£ prize jackpot txt word claim tc wwwdbuknet lccltd pobox ldnwarw\", \" searching right words thank breather promise wont take help granted will fulfil promise wonderful blessing times\", \n\" date sunday will\", \"xxxmobilemovieclub use credit click wap link next txt message click httpwap xxxmobilemovieclubcomnqjkgighjjgcbl\", \"oh k watching \", \"eh u remember spell name yes v naughty make v wet\", \"fine thatã¥ã•s way u feel thatã¥ã•s way gota b\", \"england v macedonia dont miss goalsteam news txt ur national team eg england trywales scotland txtãœâ¼ poboxoxwwq \", \" seriously spell name\", \"iâ\\200°ã›ã·m going try months ha ha joking\", \" 㜠pay first lar da stock comin\", \"aft finish lunch go str lor ard smth lor u finish ur lunch already\", \n\"ffffffffff alright way can meet sooner\", \"just forced eat slice really hungry tho sucks mark getting worried knows sick turn pizza lol\", \"lol always convincing\", \" catch bus frying egg make tea eating moms left dinner feel love \", \" back amp packing car now let know room\", \"ahhh work vaguely remember feel like lol\", \"wait still clear sure sarcastic x want live us\", \"yeah got v apologetic n fallen actin like spoilt child got caught till go badly cheers \", \"k tell anything \", \" fear fainting housework just quick cuppa\", \n\"thanks subscription ringtone uk mobile will charged ã¥â£month please confirm replying yes reply will charged\", \"yup ok go home look timings msg 㜠xuhui going learn nd may lesson \", \"oops let know roommates done\", \" see letter b car\", \"anything lor u decide\", \"hello saturday go just texting see decided anything tomo trying invite anything\", \"pls go ahead watts just wanted sure great weekend abiola\", \" forget tell want need crave love sweet arabian steed mmmmmm yummy\", \" rodger burns msg tried call re reply sms free nokia mobile free camcorder please call now delivery tomorrow\", \n\" seeing\", \"great hope like man well endowed ltgt inches\", \" callsmessagesmissed calls\", \" get hep b immunisation nigeria\", \"fair enough anything going \", \"yeah hopefully tyler maybe ask around bit\", \"u know stubborn even want go hospital kept telling mark weak sucker hospitals weak suckers\", \" thinked first time saw class\", \" gram usually runs like ltgt half eighth smarter though gets almost whole second gram ltgt\", \"k fyi x ride early tomorrow morning crashing place tonight\", \"wow never realized embarassed accomodations thought liked since best always seemed happy cave sorry give sorry offered sorry room embarassing\", \n\"sms ac sptv new jersey devils detroit red wings play ice hockey correct incorrect end reply end sptv\", \" know mallika sherawat yesterday find now lturlgt\", \"congrats year special cinema pass call now c suprman v matrix starwars etc free bxip pm dont miss \", \"sorry call later meeting\", \"tell reached\", \"yesgauti sehwag odi series\", \" gonna pick burger way home even move pain killing \", \"ha ha ha good joke girls situation seekers\", \" part checking iq\", \"sorry roommates took forever ok come now\", \"ok lar double check wif da hair dresser already said wun cut v short said will cut look nice\", \n\" valued customer pleased advise following recent review mob awarded ã¥â£ bonus prize call \", \"today song dedicated day song will u dedicate send ur valuable frnds first rply \", \"urgent ur awarded complimentary trip eurodisinc trav acoentry ã¥â£ claim txt dis ã¥â£morefrmmob shracomorsglsuplt ls aj\", \" hear new divorce barbie comes kens stuff\", \" plane give month end\", \"wah lucky man can save money hee\", \"finished class \", \"hi babe im home now wanna something xx\", \"kk performed\", \"u can call now\", \n\" waiting machan call free\", \"thats cool gentleman will treat dignity respect\", \" like peoples much shy pa\", \" operate ltgt \", \" still looking job much tas earn \", \"sorry call later\", \"k call just now ah \", \"ok way home hi hi\", \" will place man\", \"yup next stop\", \" call later network urgnt sms \", \" real u getting yo need tickets one jacket done already used multis\", \"yes started send requests make pain came back back bed double coins factory gotta cash nitros\", \" really still tonight babe\", \"ela kanoil download come wen ur free\", \n\"yeah donâ\\200°ã›ã·t stand close tho youâ\\200°ã›ã·ll catch something\", \"sorry pain ok meet another night spent late afternoon casualty means done y stuffmoro includes time sheets sorry \", \"smile pleasure smile pain smile trouble pours like rain smile sum hurts u smile becoz someone still loves see u smiling\", \"please call customer service representative pm won guaranteed ã¥â£ cash ã¥â£ prize\", \"havent planning buy later check already lido got show e afternoon u finish work already\", \" free ringtone waiting collected simply text password mix verify get usher britney fml\", \n\"watching telugu moviewat abt u\", \" see finish loads loans pay\", \"hi wk ok hols now yes bit run forgot hairdressers appointment four need get home n shower beforehand cause prob u ham\", \"please text anymore nothing else say\", \"okay name ur price long legal wen can pick y u ave x ams xx\", \" still looking car buy gone driving test yet\", \" per request melle melle oru minnaminunginte nurungu vettam set callertune callers press copy friends callertune\", \"wow right mean guess gave boston men changed search location nyc something changed cuz signin page still says boston\", \n\"umma life vava umma love lot dear\", \"thanks lot wishes birthday thanks making birthday truly memorable\", \"aight hit get cash\", \" ip address test considering computer minecraft server\", \" know grumpy old people mom like better lying always one play jokes\", \"dont worry guess busy\", \" plural noun research\", \"going dinnermsg \", \" ok wif cos like try new things scared u dun like mah cos u said loud\", \"gent trying contact last weekends draw shows won ã¥â£ prize guaranteed call claim code k valid hrs ppm\", \n\"wa ur openin sentence formal anyway fine juz tt eatin much n puttin weighthaha anythin special happened\", \" entered cabin pa said happy bday boss felt special askd lunch lunch invited apartment went \", \" winner u specially selected receive ã¥â£ holiday flights inc speak live operator claim pmin \", \"goodo yes must speak friday eggpotato ratio tortilla needed \", \"hmm uncle just informed paying school directly pls buy food\", \"private account statement shows unredeemed bonus points claim call identifier code expires\", \n\"urgent mobile awarded ã¥â£ bonus caller prize final try contact u call landline boxwrc ppm\", \" new address applespairs malarky\", \"todays voda numbers ending selected receive award match please call quoting claim code standard rates app\", \" going sao mu today will done \", \"ãœã\\217 predict wat time ãœll finish buying\", \"good stuff will \", \"just knowyetunde sent money yet just sent text bother sending dont involve anything imposed anything first place apologise\", \" room\", \"hey girl r u hope u r well del r bak long time c give call sum time lucyxx\", \n\"kk much cost\", \" home\", \"dear will call tmorrowpls accomodate\", \"first answer question\", \"sunshine quiz wkly q win top sony dvd player u know country algarve txt ansr ã¥â£ sptyrone\", \"want get laid tonight want real dogging locations sent direct ur mob join uks largest dogging network bt txting gravel nt eca pmsgp\", \" haf msn yijuehotmailcom\", \" call meet \", \" will check rooms befor activities\", \" rcv msgs chat svc free hardcore services text go u get nothing u must age verify yr network try \", \n\"got c lazy type forgot 㜠lect saw pouch like v nice\", \"k text way\", \"sir waiting mail\", \" swt thought nver get tired little things lovable persons cozsomtimes little things occupy d biggest part hearts gud ni\", \" know can pls open back\", \"yes see ya dot\", \"whats staff name taking class us\", \"freemsg replied text randy sexy female live local luv hear u netcollex ltd p per msg reply stop end\", \"ummmawill call check life will begin qatar pls pray hard\", \"k deleted contact \", \"sindu got job birla soft \", \n\" wine flowing nevering\", \"yup thk cine better cos need go plaza mah\", \"ok ur typical reply\", \" per request melle melle oru minnaminunginte nurungu vettam set callertune callers press copy friends callertune\", \" everywhere dirt floor windows even shirt sometimes open mouth comes flowing dream world without half chores time joy lots tv shows ll see guess like things just must exist like rain hail mist time done become one\", \"aaooooright work\", \" leaving house now\", \"hello love get interview today happy good boy think missing \", \n\"customer service annoncement new years delivery waiting please call now arrange delivery\", \" winner u specially selected receive ã¥â£ cash holiday flights inc speak live operator claim \", \"keep safe need miss already envy everyone sees real life\", \"new car house parents new job hand\", \" love excited day spend make happy\", \"pls stop bootydelious f inviting friend reply yes see wwwsmsacubootydelious stop send stop frnd \", \"bangbabes ur order way u receive service msg download ur content u goto wap bangb tv ur mobile internetservice menu\", \n\" place ur points e cultures module already\", \"urgent trying contact last weekends draw shows won ã¥â£ prize guaranteed call claim code s valid hrs \", \"hi frnd best way avoid missunderstding wit beloved ones\", \"great escape fancy bridge needs lager see tomo \", \"yes completely formclark also utter waste\", \"sir need axis bank account bank address\", \"hmmm thk sure got time hop ard ya can go free abt muz call u discuss liao \", \" time coming later \", \"bloody hell cant believe forgot surname mr ill give u clue spanish begins m \", \n\"well gonna finish bath now goodfine night\", \"let know got money carlos can make call\", \"u still going mall\", \"turns friends staying whole show back til ltgt feel free go ahead smoke ltgt worth\", \"text doesnt reply let know can log \", \"hi just spoke maneesha v like know satisfied experience reply toll free yes \", \" lifted hopes offer money need especially end month approaches hurts studying anyways gr weekend\", \"lol u can trust \", \"ok gentleman will treat dignity respect\", \" will guys close\", \"going nothing greatbye\", \n\"hello handsome finding job lazy working towards getting back net mummy boytoy now miss \", \"haha awesome minute\", \"please call customer service representative freephone pm won guaranteed ã¥â£ cash ã¥â£ prize\", \" got xmas radio times will get now\", \" jus reached home go bathe first sis using net tell u finishes k\", \" unique enough find th august wwwareyouuniquecouk\", \" sorry joined league people dont keep touch mean great deal friend times even great personal cost great week\", \"hi finally completed course\", \n\" will stop however suggest stays someone will able give ors every stool\", \" hope settled new school year just wishin gr day\", \"gud mrng dear hav nice day\", \" u got persons story\", \" hamster dead hey tmr meet pm orchard mrt \", \"hi kate evening hope can see tomorrow bit bloody babyjontet txt back u can xxx\", \"found enc ltgt \", \" sent ltgt bucks\", \"hello darlin ive finished college now txt u finish u can love kate xxx\", \" account refilled successfully inr ltdecimalgt keralacircle prepaid account balance rs ltdecimalgt transaction id kr ltgt \", \n\"goodmorning sleeping ga\", \"u call alter ok\", \"ãœã\\217 say like dat dun buy ericsson oso oredi lar\", \" entered cabin pa said happy bday boss felt special askd lunch lunch invited apartment went \", \"aight yo dats straight dogg\", \" please give us connection today ltdecimalgt refund bill\", \" shoot big loads get ready\", \" bruv hope great break rewarding semester\", \"home can always chat\", \"kkgoodstudy well\", \"yup 㜠noe leh\", \"sounds great home now\", \"finally match heading towards draw prediction\", \"tired slept well past nights\", \n\"easy ahsen got selected means good\", \" take exam march \", \"yeah think can use gt atm now register sure anyway can help let know sure ready\", \"ok prob take ur time\", \" os called ubandu will run without installing hard disk can use os copy important files system give repair shop\", \"sorry call later\", \"u say leh course nothing happen lar say v romantic jus bit lor thk e nite scenery nice leh\", \" new mobiles must go txt nokia collect today ã¥â£ wwwtcbiz optout gbpmtmsg\", \" really appreciate call just need someone talk \", \n\"will u meet ur dream partner soon ur career flyng start find free txt horo followed ur star sign e g horo aries\", \"hey company elama po mudyadhu\", \"life strict teacher bcoz teacher teaches lesson amp conducts exam life first conducts exam amp teaches lessons happy morning \", \"dear good morning now \", \"get gandhipuram walk cross cut road right side ltgt street road turn first right\", \"dear going rubber place\", \"sorry battery died yeah \", \"yes tv always available work place\", \"text meet someone sexy today u can find date even flirt u join just p reply name age eg sam msg recdthirtyeight pence\", \n\" printed oh ltgt come upstairs\", \" ill little closer like bus stop street\", \" wil reach \", \"new theory argument wins d situation loses person dont argue ur friends just kick amp say always correct\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \"tomarrow final hearing laptop case cant\", \"pleassssssseeeeee tel v avent done sportsx\", \"okay just shining meant signing sounds better\", \"although told u dat baig face watches now really like e watch u gave cos fr u thanx everything dat uve done today touched\", \n\"u remember old commercial\", \" late said website dont slippers\", \" asked call now ok\", \"kallis wont bat nd innings\", \" didnt work oh ok goodnight ll fix ready time wake dearly missed good night sleep\", \"congratulations ur awarded cd vouchers gift guaranteed free entry wkly draw txt music tncs wwwldewcomwinppmxage\", \"ranjith cal drpd deeraj deepak min hold\", \"wen ur lovable bcums angry wid u dnt take seriously coz angry d childish n true way showing deep affection care n luv kettoda manda nice day da\", \n\" \", \"ups days also shipping company takes wks way usps takes week gets lag may bribe nipost get stuff\", \" back lemme know ready\", \" necessarily expect done get back though just now headin \", \"mmm yummy babe nice jolt suzy\", \" lover need \", \" tried contact re reply offer video handset anytime networks mins unlimited text camcorder reply call now\", \"iâ\\200°ã›ã·m parked next mini coming today think\", \"yup\", \"anyway going shopping now cos sis done yet dun disturb u liao\", \" luton ring ur around h\", \n\"hey really horny want chat see naked text hot text charged pm unsubscribe text stop \", \" dint come us\", \" wana plan trip sometme \", \" sure yet still trying get hold \", \"ur ringtone service changed free credits go clubmobilescom choose content now stop txt club stop pwk club po box mk wt\", \" evo just download flash jealous\", \"ringtone club get uk singles chart mobile week choose top quality ringtone message free charge\", \"come mu sorting narcotics situation\", \"night ended another day morning come special way may smile like sunny rays leaves worries blue blue bay\", \n\"hmv bonus special pounds genuine hmv vouchers won just answer easy questions play now send hmv infowwwpercentrealcom\", \"usf guess might well take car\", \" objection bf coming\", \"thanx\", \"tell rob mack gf theater\", \"awesome see bit\", \"just sent type food like\", \" done handed celebrations full swing yet\", \" got called tool\", \"wen u miss someone\", \"ok asked money far\", \"okie\", \"yeah think usual guys still passed last night get ahold anybody let know throw \", \"k might come tonight class lets early\", \n\"ok\", \"hi baby im cruisin girl friend r u give call hour home thats alright fone fone now love jenny xxx\", \" life means lot love life love people life world calls friends call world ge\", \"dearshall mail tonitebusy streetshall update tonitethings looking okvarunnathu edukkukayee raksha ollu good one real sense\", \"hey told name gautham ah\", \"haf u found feel stupid da v cam working\", \"oops got bit\", \" much buzy\", \" accidentally deleted message resend please\", \"tmobile customer may now claim free camera phone upgrade pay go sim card loyalty call offer ends thfebtcs apply\", \n\"unless situation go gurl appropriate\", \"hurt tease make cry end life die plz keep one rose grave say stupid miss u nice day bslvyl\", \" cant pick phone right now pls send message\", \"need coffee run tomo believe time week already\", \"awesome remember last time got somebody high first time diesel v\", \"shit really shocking scary cant imagine second def night u think somewhere crash night save taxi\", \"oh way food fridge want go meal tonight \", \" womdarfull actor\", \"sms ac blind date u rodds m aberdeen united kingdom check httpimg sms acwicmbcktzr blind dates send hide\", \n\"yup remb think can book \", \"jos ask u wana meet \", \"lol yes friendship hanging thread cause u buy stuff\", \"themob check newest selection content games tones gossip babes sport keep mobile fit funky text wap \", \" garage keys bookshelf\", \"today accept dayu accept brother sister lover dear best clos lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd rply means enemy\", \"think ur smart win ã¥â£ week weekly quiz text play nowtcs winnersclub po box m uz gbpweek\", \" says give call friends got money definitely buying end week\", \n\"hi way u day normal way real ur unique hope know u rest mylife hope u find wot lost\", \" made day great day \", \"kkadvance happy pongal\", \"hmmm guess can go kb n power yoga haha dunno can tahan power yoga anot thk got lo oso forgot liao\", \" really dude friends afraid \", \"december mobile mths entitled update latest colour camera mobile free call mobile update co free \", \"coffee cake guess\", \"merry christmas babe love ya kisses\", \"hey dont just go watch x men lunch haha \", \"cud u tell ppl im gona b bit l cos buses hav gon past cos full im still waitin pete x\", \n\" great guild meet bristol road somewhere will get touch weekend plans take flight good week\", \" problem \", \" callsmessagesmissed calls\", \"hi da todays class\", \" say good sign well know track record reading women\", \"cool text parked\", \" reading text just sent meant joke read light\", \"kkapo kgood movie\", \"maybe get book tomo return immediately something\", \"call germany pence per minute call fixed line via access number prepayment direct access\", \" chance might evaporated soon violated privacy stealing phone number employers paperwork cool please contact will report supervisor\", \n\"valentines day special win ã¥â£ quiz take partner trip lifetime send go now pmsg rcvd custcare\", \"tadaaaaa home babe still \", \"cool come havent wined dined \", \"just sleeping surfing\", \"sorry call later\", \"u calling right call hand phone\", \"ok great thanx lot\", \" take post come must s texts now happy reading one wiv hello caroline end favourite bless \", \" u hiding stranger\", \" interested like \", \" sister cleared two round birla soft yesterday\", \"gudnitetcpractice going \", \"dis yijue jus saw ur mail case huiming havent sent u num dis num\", \n\"one small prestige problem now\", \"fancy shag interested sextextukcom txt xxuk suzy txts cost per msg tncs website x\", \"just checking really miss seeing jeremiah great month\", \"nah help never iphone\", \" car hour half going apeshit\", \"today sorry day ever angry ever misbehaved hurt plz plz just slap urself bcoz ur fault basically good\", \"yo guys ever figure much need alcohol jay trying figure much can safely spend weed\", \"ltgt ish minutes minutes ago wtf\", \"thank callingforgot say happy onam sirji fine remembered met insurance personmeet qatar insha allahrakhesh ex tata aig joined tisscotayseer\", \n\"congratulations ur awarded cd vouchers gift guaranteed free entry wkly draw txt music tncs wwwldewcomwinppmxage\", \"ur cashbalance currently pounds maximize ur cash now send cash pmsg cc hgsuitelands rowwjhl\", \" actor work work evening sleep late since unemployed moment always sleep late unemployed every day saturday\", \"hello just got st andrewsboy long way cold will keep posted\", \"ha ha cool cool chikku chikkudb\", \"oh ok prob\", \"check audreys status right now\", \"busy trying finish new year looking forward finally meeting \", \n\"good afternoon sunshine dawns day refreshed happy alive breathe air smile think love always\", \"well know z will take care worries\", \"updatenow xmas offer latest motorola sonyericsson nokia free bluetooth double mins txt orange call mobileupd calloptoutfq\", \" discount code rp stop messages reply stop wwwregalportfoliocouk customer services \", \"wat uniform get\", \"cool text ready\", \"hello boytoy geeee miss already just woke wish bed cuddling love \", \" will spoil bed well \", \" going bath will msg next ltgt min\", \n\" cant keep talking people sure can pay agree price pls tell want really buy much willing pay\", \"thanks ringtone order reference t will charged gbp per week can unsubscribe anytime calling customer services \", \"can say happen\", \" seen t recognise face\", \"well lot things happening lindsay new years sighs bars ptbo blue heron something going\", \"keep payasam rinu brings\", \" taught ranjith sir called sms like becaus hes verifying project prabu told today pa dont mistake \", \" guess re worried must know way body repairs quite sure worry take slow first tests will guide ovulation just relax nothing said reason worry ll keep followin \", \n\"yeah sure give couple minutes track wallet\", \"hey leave big deal take care\", \"hey will late ah meet \", \"double mins txts months free bluetooth orange available sony nokia motorola phones call mobileupd calloptoutndx\", \" took mr owl licks\", \"customer place will call \", \"mm time dont like fun\", \"mths half price orange line rental latest camera phones free phone mths call mobilesdirect free update now orstoptxt\", \"yup lunch buffet now u eat already\", \"huh late fr dinner\", \"hey sat going intro pilates kickboxing \", \n\"morning can ok\", \"yes think office lap room think thats last days didnt shut \", \"pick bout ish time going\", \" performance award calculated every two month current one month period\", \" actually sleeping still might u call back text gr rock sis will send u text wen wake\", \" always putting business put pictures ass facebook one open people ever met think picture room hurt make feel violated\", \"good evening sir al salam wahleykkumsharing happy news grace god got offer tayseertissco joinedhope fineinshah allahmeet sometimerakheshvisitor india\", \n\"hmmmk want change field quickly da wanna get system administrator network administrator\", \"free ringtone text first poly text get true tone help st free tones xã¥â£pw eã¥â£nd txt stop\", \"dear chechi talk \", \" hair cream shipped\", \"none happening til get though\", \"yep great loxahatchee xmas tree burning ltgt starts hour\", \"haha get used driving usf man know lot stoners\", \" well slightly disastrous class pm fav darlings hope day ok coffee wld good stay late tomorrow time place always\", \"hello good week fancy drink something later\", \n\"headin towards busetop\", \"message text missing sendername missing number missing sentdate missing missing u lot thats y everything missing sent via fullonsmscom\", \"come room point can iron plan weekend\", \"cos want thing\", \"okies go yan jiu can skip ard oso go cine den go mrt one blah blah blah \", \"bring home wendy d\", \" dating service call boxskch\", \"whatsup dont u want sleep\", \"alright new goal now\", \"free entry ã¥â£ weekly competition just text word win now tc wwwtxttowincouk\", \"alright head minutes text meet \", \n\"send logo ur lover names joined heart txt love name name mobno eg love adam eve yahoo poboxwwq txtno ads p\", \"yes last week taking live call\", \"someone contacted dating service entered phone fancy find call landline poboxntfp\", \"siva hostel aha\", \"urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs \", \"send ur friends receive something ur voice speaking expression childish naughty sentiment rowdy ful attitude romantic shy attractive funny ltgt irritating ltgt lovable reply \", \n\"ok ok guess\", \"aathi dear\", \" pain urination thing else\", \" esplanade 㜠mind giving lift cos got car today\", \" wnt buy bmw car urgently vry urgent hv shortage ltgt lacs source arng dis amt ltgt lacsthats prob\", \" home watching tv lor\", \" usually take fifteen fucking minutes respond yes question\", \"congrats nokia video camera phone call calls cost ppm ave call mins vary mobiles close post bcm ldn wcnxx\", \"booked ticket pongal\", \" available now like right around hillsborough amp ltgt th\", \" message sent askin ltgt dollars shoul pay ltgt ltgt \", \n\"ask g iouri told story like ten times already\", \" long applebees fucking take\", \"hi hope u get txtjourney hasnt gdnow mins late think\", \" like love arrange\", \"yes really greatbhaji told kallis best cricketer sachin world tough get \", \" supposed wake gt\", \"oic saw tot din c found group liao\", \"sorry call later\", \"hey hey werethe monkeespeople say monkeyaround howdy gorgeous\", \"sorry battery died can come getting gram now place\", \"well done blimey exercise yeah kinda remember wot hmm \", \" wont get concentration dear know mind everything \", \n\"lol made plans new years\", \" min later k\", \"hanks lotsly\", \"thanks hope good day today\", \"kk detail want transferacc enough\", \"ok will tell stay yeah tough optimistic things will improve month\", \"loan purpose ã¥â£ ã¥â£ homeowners tenants welcome previously refused can still help call free text back help\", \"si si think ill go make oreo truffles\", \"look amy ure beautiful intelligent woman like u lot know u donã¥ã•t like like donã¥ã•t worry\", \" hope result consistently intelligent kind start asking practicum links keep ears open best ttyl\", \n\" call cost guess isnt bad miss ya need ya want ya love ya\", \"going thru different feelingwavering decisions coping individualtime will heal everything believe\", \" u go phone gonna die stay \", \"great never better day gives even reasons thank god\", \"upgrdcentre orange customer may now claim free camera phone upgrade loyalty call now offer ends th july tcs apply opt available\", \"sorry call later ok bye\", \"ok way railway\", \"great princess love giving receiving oral doggy style fave position enjoy making love ltgt times per night \", \n\" put stuff roads keep getting slippery \", \" going ride bike\", \"yup need jus wait e rain stop\", \" many company tell language\", \"okmail dear dave final notice collect tenerife holiday cash award call landline tcs sae box cwwx ppm\", \" long since screamed princess\", \"nothing meant money enters account bank will remove flat rate someone transfered ltgt account ltgt dollars got removed banks differ charges also differ sure trust ja person sending account details cos\", \"want get laid tonight want real dogging locations sent direct ur mob join uks largest dogging network txting moan nyt eca pmsgp\", \n\"nice line said broken heart plz cum times infront wise ll trust u good t\", \"ok gonna head usf like fifteen minutes\", \"love aathilove u lot\", \"tension ah machi problem\", \"k can pick another th done\", \"re guys getting back g said thinking staying mcr\", \"almost see u sec\", \"yo carlos friends already asking working weekend\", \"watching tv lor\", \"thank baby cant wait taste real thing\", \" change fb jaykwon thuglyfe falconerf\", \" win really side long time\", \"free message activate free text messages replying message word free terms conditions visit wwwcom\", \n\"dear reached railway happen \", \"depends quality want type sent boye faded glory want ralphs maybe \", \" think fixed can send test message\", \"sorry man accounts dry want trade back half buy shit credit card\", \"congrats year special cinema pass call now c suprman v matrix starwars etc free bxip pm dont miss \", \"sorry meeting call later\", \" class ltgt reunion\", \" free nowcan call now\", \"got meh \", \"nope think will go monday sorry replied late\", \" told accenture confirm true\", \"kate jackson rec center ish right\", \n\"dear reache room\", \"fighting world easy u either win lose bt fightng close u dificult u lose u lose u win u still lose\", \" can 㜠come \", \"check nuerologist\", \"lolnice went fish water\", \" congratulations weeks competition draw u won ã¥â£ prize claim just call b tcsstop sms ppm\", \" waiting e car dats bored wat cos wait outside got nothing home can stuff watch tv wat\", \"maybe westshore hyde park village place near house\", \" know now anthony bringing money school fees pay rent stuff like thats need help friend need\", \n\" significance\", \" opinion jada kusruthi lovable silent spl character matured stylish simple pls reply\", \" latest gs still can scrounge ammo want give new ak try\", \"prabha sorydarealyfrm heart sory\", \"lol ok forgiven \", \"jst change tat \", \" guaranteed latest nokia phone gb ipod mp player ã¥â£ prize txt word collect ibhltd ldnwh pmtmsgrcvd\", \"s competition \", \"boltblue tones p reply poly mono eg poly cha cha slide yeah slow jamz toxic come stop tones txt \", \" credits topped httpwwwbubbletextcom renewal pin tgxxrz\", \n\" way transport less problematic sat night way u want ask n join bday feel free need know definite nos booking fri \", \"usually person unconscious children adults may just behave abnormally ll call now\", \" ebay might less elsewhere\", \"shall come get pickle\", \" gonna go get tacos\", \" rude campus\", \"urgent mobile awarded ã¥â£ bonus caller prize nd attempt contact call boxqu\", \"hi b ard christmas enjoy n merry xmas\", \"todays offer claim ur ã¥â£ worth discount vouchers text yes now savamob member offers mobile t cs ã¥â£ sub unsub reply x\", \n\"yes pretty lady like single\", \" will recieve tone within next hrs terms conditions please see channel u teletext pg \", \"jay says doublefaggot\", \"private account statement shows unredeemed sm points call identifier code expires \", \" todaysundaysunday holiday work\", \"gudnitetcpractice going \", \" late\", \" called hoping lr malaria know miss guys miss bani big pls give love especially great day\", \"good afternoon love goes day hope maybe got leads job think boytoy send passionate kiss across sea\", \"probably gonna see later tonight lt\", \n\" maybe fat fingers just press buttons know \", \"ummmmmaah many many happy returns d day dear sweet heart happy birthday dear\", \" tirupur da started office call \", \" wwwapplausestorecom monthlysubscriptionpmsg maxmonth tcsc web age stop txt stop\", \" famous quote develop ability listen anything unconditionally without losing temper self confidence means married\", \" going college pa else ill come self pa\", \" oclock mine just bash flat plan\", \" girl stay bed girl need recovery time id rather pass fun cooped bed\", \n\" special \", \" know need get hotel now just got invitation apologise cali sweet come english blokes weddin\", \"sorry took long omw now\", \"wait ltgt min\", \"ok give minutes think see btw alibi cutting hair whole time\", \"imagine finally get sink bath put paces maybe even eat left also imagine feel cage cock surrounded bath water reminding always owns enjoy cuck\", \"hurry weeddeficient like three days\", \"sure get acknowledgement astoundingly tactless generally faggy demand blood oath fo\", \"ok every night take warm bath drink cup milk see work magic still need loose weight just know\", \n\"iâ\\200°ã›ã·ll look frying pan case itâ\\200°ã›ã·s cheap book perhaps thatâ\\200°ã›ã·s silly frying pan isnâ\\200°ã›ã·t likely book\", \"o well uv causes mutations sunscreen like essential thesedays\", \" lunch online\", \" know friend already told \", \"hi princess thank pics pretty \", \"aiyo u always c ex one dunno abt mei haven reply first time u reply fast y lucky workin huh got bao ur sugardad ahgee \", \"hi msg office\", \"thanx e brownie v nice\", \"geeeee love much can barely stand \", \"gent trying contact last weekends draw shows won ã¥â£ prize guaranteed call claim code k valid hrs ppm \", \n\"fuck babe miss already know let send money towards net need want crave \", \"ill call u mrw ninish address icky american freek wont stop callin bad jen k eh\", \"oooh bed ridden ey thinking \", \" anyways can just go gym whatever love smiles hope ok good day babe miss much already\", \"love daddy will make scream pleasure going slap ass dick\", \"wot u wanna missy\", \"yar lor wait mum finish sch lunch lor whole morning stay home clean room now room quite clean hee\", \" know lab goggles went\", \"can open door\", \n\"waiting call\", \"nope waiting sch daddy \", \" won cash prize claim call\", \" tired arguing week week want now \", \"ãœã\\217 wait sch finish ard \", \" mobile number won ã¥â£ claim calls us back ring claims hot line \", \"arngd marriage u r walkin unfortuntly snake bites u bt love marriage dancing frnt d snake amp sayin bite bite \", \"huh early 㜠dinner outside izzit\", \"ok anyway need change said\", \" tried contact re reply offer mins textand new video phone call now reply free delivery tomorrow\", \" exwife able kids want kids one day\", \n\" scotland hope showing jjc tendencies take care live dream\", \"tell u headache just want use hour sick time\", \" dun thk quit yet hmmm can go jazz yogasana oso can can go meet em lessons den \", \"pete can please ring meive hardly gotany credit\", \"ya srsly better yi tho\", \" meeting call later \", \" ur chance win ã¥â£ wkly shopping spree txt shop tscs wwwtxtshopcom custcare xpwk\", \" specially selected receive pound award call lines close cost ppm tcs apply ag promo\", \"private account statement shows unredeemed s m points call identifier code expires \", \n\" still grand prix\", \" met stranger choose friend long world stands friendship never ends lets friends forever gud nitz\", \" great \", \"gud mrng dear nice day\", \" important customer service announcement call freephone now\", \"will exhausted train morning much wine pie sleep well \", \" going buy mums present ar\", \"mind blastin tsunamis will occur now rajnikant stopped swimming indian oceand\", \" u sending home first ok lor ready yet\", \"speaking cash yet\", \" happy will come noon\", \"meet lunch la\", \"take care n get well soon\", \n\"xclusiveclubsaisai morow soiree speciale zouk nichols parisfree roses ladies info \", \" meant say cant wait see u getting bored bridgwater banter\", \"neva mind ok\", \" fine imma get drink somethin want come find \", \" days kick euro u will kept date latest news results daily removed send get txt stop \", \" valentine game send dis msg ur friends answers r d someone really loves u ques colour suits bestrply \", \" many dependents\", \"thanx today cer nice catch ave find time often oh well take care c u soonc\", \n\" called said choose future\", \"happy valentines day know early hundreds handsomes beauties wish thought finish aunties uncles st\", \" like v shock leh cos telling shuhui like telling leona also like dat almost know liao got ask abt ur reaction lor\", \" family happiness\", \" come n pick 㜠come immediately aft ur lesson\", \"let snow let snow kind weather brings ppl together friendships can grow\", \"dear got ltgt dollars hi hi\", \"good words words may leave u dismay many times\", \"make sure alex knows birthday fifteen minutes far concerned\", \n\"sorry got things may pub later\", \"nah straight can just bring bud drinks something actually little useful straight cash\", \"haha good hear officially paid market th\", \" many licks take get center tootsie pop\", \"yup thk r e teacher said will make face look longer darren ask cut short\", \"new textbuddy chat horny guys ur area just p free receive search postcode gaytextbuddycom txt one name \", \"todays vodafone numbers ending selected receive ã¥â£ award number matches call receive ã¥â£ award\", \"please dont say like hi hi hi\", \n\"thank u\", \"oh forwarded message thought send \", \"got seventeen pounds seven hundred ml â\\200°ã›ã’ hope ok\", \"dear voucher holder claim weeks offer pc go httpwwwetlpcoukexpressoffer tscs apply stop texts txt stop \", \" n funny\", \"sweetheart hope kind day one loads reasons smile biola\", \" 㜠login dat time dad fetching 㜠home now\", \" will shower baby\", \" askd u question hours answer\", \"well imma definitely need restock thanksgiving let know \", \" said kiss kiss sound effects gorgeous man kind person needs smile brighten day \", \n\"probably gonna swing wee bit\", \"ya nice ready thursday\", \"allo braved buses taken trains triumphed mean weâ\\200°ã›ã·re bâ\\200°ã›ã·ham jolly good rest week\", \"watching cartoon listening music amp eve go temple amp church u\", \" mind ask happened dont say uncomfortable\", \"private account statement shows unredeemed s m points call identifier code expires \", \" prob will send email\", \" won cash prize claim call tc rstm sw ss ppm\", \"thats cool sometimes slow gentle sonetimes rough hard \", \" gonna say sorry normal starting panic time sorry seeing tuesday\", \n\"wait know wesleys town bet hella drugs\", \"fine miss much\", \" u got persons story\", \"tell drug dealers getting impatient\", \"sun cant come earth send luv rays cloud cant come river send luv rain cant come meet u can send care msg u gud evng\", \" will place man\", \" doesnt make sense take unless free need know wikipediacom\", \" premium phone services call \", \" sea lays rock rock envelope envelope paper paper words \", \" mums repent \", \"sorry going home first daddy come fetch 㜠later\", \"leave de start prepare next\", \n\"yes baby can study positions kama sutra \", \"en chikku nange bakra msg kalstiya teacoffee\", \"carlosll minute still need buy\", \" pay ltdecimalgt lakhs\", \" good evening ttyl\", \" u receive msg\", \"ho ho big belly laugh see ya tomo\", \"sms ac sun posts hello seem cool\", \"get ur st ringtone free now reply msg tone gr top tones phone every week just ã¥â£ per wk opt send stop \", \"ditto worry saying anything anymore like said last night whatever want peace\", \" got ltgt way pick \", \" dont knw pa just drink milk\", \n\"maybe say hi find got card great escape wetherspoons \", \"piggy r u awake bet ure still sleeping going lunch now\", \"cause freaky lol\", \"missed call cause yelling scrappy miss u wait u come home lonely today\", \" hex place talk explain\", \"ãœã\\217 log wat sdrybi\", \" xy going e lunch\", \"hi sue years old work lapdancer love sex text live bedroom now text sue textoperator g da ppmsg \", \" wanted ask 㜠wait finish lect cos lect finishes hour anyway\", \" finished work yet \", \"every king crying baby every great building map imprtant u r today u wil reach tomorw gud ni\", \n\"dear cherthala case u r coming cochin pls call bfore u start shall also reach accordingly tell day u r comingtmorow engaged ans holiday\", \"thanks love torch bold\", \"forwarded please call immediately urgent message waiting \", \" farm open\", \"sorry trouble u can buy d dad big small sat n sun thanx\", \" sister law hope great month just saying hey abiola\", \"will purchase d stuff today mail po box number\", \"ah poop looks like ill prob send laptop get fixed cuz gpu problem\", \"good good job like entrepreneurs\", \n\"aight close still around alexs place\", \"meet corporation st outside gap â\\200°ã› can see mind working\", \"mum ask 㜠buy food home\", \"ku also dont msg reply msg\", \" much r 㜠willing pay\", \"sorry call later\", \" important prevent dehydration giving enough fluids\", \"thats bit weird even supposed happening good idea sure will pub\", \"true dear sat pray evening felt smsd time\", \" think can get away trek long family town sorry\", \" wanna gym harri\", \"quite late lar ard anyway wun b drivin\", \" review keep fantastic nokia ngage game deck club nokia go wwwcnupdatescomnewsletter unsubscribe alerts reply word \", \n\"mths half price orange line rental latest camera phones free phone mths call mobilesdirect free update now orstoptxt tcs\", \"height confidence aeronautics professors wer calld amp wer askd sit aeroplane aftr sat wer told dat plane ws made students dey hurried d plane bt didnt move said made students\", \" just seems like weird timing night g want come smoke day shitstorm attributed always coming making everyone smoke\", \" pm cost p\", \"save stress person dorm account just send account details money will sent \", \n\" also knows lunch menu da know\", \" stuff sell ll tell \", \" urgent nd attempt contact uu won ã¥â£ call b tcsbcmwcnxx callcost ppm mobilesvary maxã¥â£ \", \"book lesson msg will call work sth going get specs membership px\", \" won guaranteed ã¥â£ cash ã¥â£ prize claim yr prize call customer service representative pm\", \"macha dont feel upset can assume mindsetbelieve one evening wonderful plans uslet life begin call anytime\", \"oh send address\", \"sfine anytime best \", \" wondar full flim\", \"ya even cookies jelly \", \n\" world running stillmaybe feeling admit mad correction let call life keep running worldmay u r also runninglets run\", \"got looks scrumptious daddy wants eat night long\", \" cos can lar ba dao ok pm lor y u never ask go ah said u ask fri said u will ask today\", \"alright omw gotta change order halfth\", \"exactly anyways far jide study just visiting\", \"dunno y u ask \", \"email alertfrom jeri stewartsize kbsubject lowcost prescripiton drvgsto listen email call \", \" spring coming early yay\", \"lol feel bad use money take steak dinner d\", \n\"even u dont get trouble convincingjust tel twice just tel neglect msgs dont c read just dont reply\", \"leaving qatar tonite search opportunity went fastpls add ur prayers dearrakhesh\", \" one talking \", \"thanks looking really appreciate\", \"hi customer loyalty offer new nokia mobile ã¥â£ txtauction txt word start get now tctxt tc pmtmsg\", \"wish now\", \"haha mayb ure rite u know well da feeling liked someone gd lor u faster go find one gals group attached liao\", \"yes will glad made \", \" well will little time thing good times ahead\", \n\"just got room soon â\\200°ã› put clocks back til shouted everyone get realised wahay another hour bed\", \"ok may free gym \", \"men like shorter ladies gaze eyes\", \"dunno jus say go lido time \", \" promise take good care princess run now please send pics get chance ttyl\", \"u subscribed best mobile content service uk ã¥â£ per days send stop helpline \", \" reason spoken year anyways great week best exam\", \" monday next week give full gist\", \" realize years thousands old ladies running around tattoos\", \" important customer service announcement premier\", \n\"dont gimme lip caveboy\", \" get library\", \"realy sorry recognise number now confused r u please \", \" didnt holla\", \"cant think anyone spare room top head\", \"faith makes things possiblehope makes things worklove makes things beautifulmay three christmasmerry christmas\", \"u made appointment\", \"call carlos phones vibrate acting might hear texts\", \"romantic paris nights flights ã¥â£ book now next year call tscs apply\", \" grandmas oh dear u still ill felt shit morning think just hungover another night leave sat\", \n\"urgent ur ã¥â£ guaranteed award still unclaimed call now closingdate claimcode mm ã¥â£pmmorefrommobilebremovedmobypoboxlsyf\", \"nothing jus tot u ask cos u ba gua went mt faber yest yest jus went already mah today going jus call lor\", \"wishing family merry x mas happy new year advance\", \"ur awarded city break win ã¥â£ summer shopping spree every wk txt store skilgme tscswinawkage ã¥â£perwksub\", \" nt goin got somethin unless meetin dinner lor haha wonder will go tis time\", \"sorry call later\", \" cant pick phone right now pls send message\", \n\"lol know dramatic schools already closed tomorrow apparently drive inch snow supposed get\", \" getting anywhere damn job hunting \", \"lol u drunkard just hair d moment yeah still tonight wats plan \", \"idc get weaseling way shit twice row\", \" wil ltgt minutes got space\", \"just sleeping surfing\", \"thanks picking trash\", \" go tell friend sure want live smokes much spend hours begging come smoke\", \"hi kate lovely see tonight ill phone tomorrow got sing guy gave card xxx\", \"happy new year dear brother really miss just got number decided send text wishing happiness abiola\", \n\" means get door\", \" opinion jada kusruthi lovable silent spl character matured stylish simple pls reply\", \"hmmm thought said hours slave late punish \", \"beerage\", \" important customer service announcement premier call freephone now\", \"dont think turns like randomlly within min opening\", \" supposed make still town though\", \" time fixes spelling sometimes gets completely diff word go figure\", \"ever thought living good life perfect partner just txt back name age join mobile community psms\", \" free top polyphonic tones call national rate get toppoly tune sent every week just text subpoly ã¥â£ per pole unsub \", \n\"gud mrng dear hav nice day\", \" hoping enjoyed game yesterday sorry touch pls know fondly bein thot great week abiola\", \" e best ur driving tmr \", \"y u dogbreath just sounding like jan c thatã¥ã•s al\", \"omg want scream weighed lost weight woohoo\", \" generally one uncountable noun u dictionary pieces research\", \" really getting just hanging around\", \"orange customer may now claim free camera phone upgrade loyalty call now offer ends thmarch tcs apply opt availa\", \"petey boy whereare friendsare thekingshead come canlove nic\", \n\"ok msg u b leave house\", \"gimme ltgt minutes ago\", \"last chance claim ur ã¥â£ worth discount vouchers today text shop now savamob offers mobile t cs savamob pobox muz ã¥â£ sub \", \"appt lttimegt fault u listen told u twice\", \"free st week nokia tone ur mobile every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox wwq normptone\", \" won guaranteed ã¥â£ award even ã¥â£ cashto claim ur award call free stop getstop php rg jx\", \"k \", \" dled d imp\", \"sure make sure knows aint smokin yet\", \n\"boooo always work just quit\", \" taking half day leave bec well\", \"ugh wanna get bed warm\", \"ssnervous ltgt \", \" ring comes guys costumes can gift future yowifes hint hint\", \"congratulations ur awarded either ã¥â£ cd gift vouchers free entry ã¥â£ weekly draw txt music tncs wwwldewcomwinppmxage\", \" borrow ur bag ok\", \"u outbid simonwatson shinco dvd plyr bid visit sms acsmsrewards end bid notifications reply end \", \" boytoy miss happened\", \" lots used ones babe model help youi bring match \", \"also bringing galileo dobby\", \n\" responding\", \"boo babe u enjoyin yourjob u seemed b gettin well hunnyhope ure oktake care iã¥ã•llspeak u soonlots loveme xxxx\", \"good afternoon starshine boytoy crave yet ache fuck sips cappuccino miss babe teasing kiss\", \" road cant txt\", \"smsservices yourinclusive text credits pls goto wwwcomuknet login qxj unsubscribe stop extra charge help comuk cm ae\", \"p alfie moons children need song ur mob tell ur ms txt tone charity nokias poly charity polys zed profit charity\", \" good evening ttyl\", \"hmm bits pieces lol sighs \", \n\"hahahause brain dear\", \"hey got mail\", \"sorry light turned green meant another friend wanted ltgt worth may around\", \"thanks yesterday sir wonderful hope enjoyed burial mojibiola\", \"u secret admirer reveal thinks u r special call opt reply reveal stop per msg recd cust care \", \"hi mate rv u hav nice hol just message say hello coz havenã¥ã•t sent u ages started driving stay roadsrvx\", \"dear voucher holder claim weeks offer pc please go httpwwwetlpcoukexpressoffer tscs apply stop texts txt stop \", \n\"thank much skyped wit kz sura didnt get pleasure company hope good given ultimatum oh countin aburo enjoy message sent days ago\", \"surely result will offer\", \"good morning dear great amp successful day\", \" want anytime network mins text new video phone five pounds per week call reply delivery tomorrow\", \"sir late paying rent past months pay ltgt charge felt inconsiderate nag something give great cost didnt speak however recession wont able pay charge month hence askin well ahead months end can please help thanks\", \n\" tried contact re offer new video phone anytime network mins half price rental camcorder call reply delivery wed\", \"last chance claim ur ã¥â£ worth discount voucherstext yes nowsavamobmember offers mobile t cs ã¥â£ sub remove txt x stop\", \" luv u soo much u donã¥ã•t understand special u r ring u morrow luv u xxx\", \"pls send comprehensive mail paying much\", \" prashanthettans mother passed away last night pray family\", \"urgent call landline complimentary ibiza holiday cash await collection sae tcs po box sk wp ppm \", \n\"kk going\", \"meanwhile shit suite xavier decided give us ltgt seconds warning samantha coming playing jays guitar impress shit also think doug realizes live anymore\", \" stomach thru much trauma swear just eat better lose weight\", \" officewhats mattermsg now will call break\", \"yeah barely enough room two us x many fucking shoes sorry man see later\", \"todays offer claim ur ã¥â£ worth discount vouchers text yes now savamob member offers mobile t cs ã¥â£ sub unsub reply x\", \"u reach orchard already u wan go buy tickets first\", \n\" real baby want bring inner tigress\", \" da run activate full version da\", \"ah poor babyhope urfeeling bettersn luv probthat overdose work hey go careful spk u sn lots lovejen xxx\", \"stop story told returned saying re order \", \"talk sexy make new friends fall love worlds discreet text dating service just text vip see meet\", \"going take babe \", \"hai ana tomarrow coming morning ltdecimalgt ill sathy ll go rto office reply came home\", \"spoons okay\", \" just say somebody named tampa\", \" work now going min\", \n\" brother genius\", \"sorry guess whenever can get hold connections maybe hour two text \", \" u find time bus coz need sort stuff \", \"dude ive seeing lotta corvettes lately\", \"congratulations ur awarded either yrs supply cds virgin records mystery gift guaranteed call tscs wwwsmsconet ã¥â£pm approx mins\", \" consider walls bunkers shit important just never play peaceful guess place high enough matter\", \"private account statement xxxxxx shows unredeemed s m points call identifier code expires \", \"hello need posh birds chaps user trial prods champneys can put need address dob asap ta r\", \n\" u want xmas free text messages new video phone half price line rental call free now find \", \"well officially philosophical hole u wanna call home ready saved\", \" going good problem still need little experience understand american customer voice\", \" text drop x \", \"ugh long day exhausted just want cuddle take nap\", \"talk atleast day otherwise will miss best friend world shakespeare shesil ltgt\", \"shop till u drop either k k ã¥â£ cash ã¥â£ travel voucher call now ntt po box crbt fixedline cost ppm mobile vary\", \n\" castor need see something\", \"sunshine quiz wkly q win top sony dvd player u know country liverpool played mid week txt ansr ã¥â£ sptyrone\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall stopsms\", \"reminder downloaded content already paid goto httpdoit mymoby tv collect content\", \"see knew giving break times woul lead always wanting miss curfew gonna gibe til one midnight movie gonna get til need come home need getsleep anything need b studdying ear training\", \n\" love give massages use lots baby oil fave position\", \"dude go sup \", \"yoyyooo u know change permissions drive mac usb flash drive\", \"gibbs unsoldmike hussey\", \" like talk pa able dont know y\", \"y dun cut short leh u dun like ah failed quite sad\", \" unbelievable faglord\", \"wife knew time murder exactly\", \" ask princess\", \" great princess thinking \", \"nutter cutter ctter cttergg cttargg ctargg ctagg ie \", \" ok noe ure busy really bored msg u oso dunno wat colour choose one\", \" g class early tomorrow thus trying smoke ltgt\", \n\"superb thought grateful u dont everything u want means u still opportunity happier tomorrow u today\", \"hope good week just checking \", \" used just hope agents drop since booked things year whole boston nyc experiment\", \"thursday night yeah sure thing work \", \" free ringtone waiting collected simply text password mix verify get usher britney fml\", \"probably money worries things coming due several outstanding invoices work two three months ago\", \" possible teach \", \" wonder phone battery went dead tell love babe\", \n\"lovely smell bus aint tobacco \", \" getting worried derek taylor already assumed worst\", \"hey charles sorry late reply\", \" lastest stereophonics marley dizzee racal libertines strokes win nookii games flirt click themob wap bookmark text wap \", \"ll give plus said grinule greet whenever speak\", \"white fudge oreos stores\", \"january male sale hot gay chat now cheaper call national rate pmin cheap pmin peak stop texts call pmin\", \" love come took long leave zahers got words ym happy see sad left miss \", \n\" sorry hurt \", \" feel nauseous pissed eat sweets week cause today planning pig dieting week now hungry \", \"ok lor early still project meeting now\", \"call da waiting call\", \" ask carlos get anybody else can chip \", \" actually send reminder today wonderful weekend\", \" people see msgs think iam addicted msging wrong bcoz dont know iam addicted sweet friends bslvyl\", \"hey gave photo registered driving ah tmr wanna meet yck \", \"dont talk ever ok word\", \" u wana see \", \" ma way school can pls send ashleys number\", \n\" shall fine avalarr now will hollalater\", \" went attend another two rounds today still t reach home\", \"actually deleted old websitenow m blogging magicalsongsblogspotcom\", \"k wait chikkuil send aftr ltgt mins\", \" diet ate many slices pizza yesterday ugh always diet\", \"k will give kvb acc details\", \"oh come ah\", \"money r lucky winner claim prize text money ã¥â£million give away pptxnormal text rate box wtjy\", \" really sorry b able fridayhope u can find alternativehope yr terms going ok\", \"congratulations ore mo owo re wa enjoy wish many happy moments fro wherever go\", \n\" samus shoulders yet\", \" time think need know near campus\", \"dear matthew please call landline complimentary lux tenerife holiday ã¥â£ cash await collection ppm sae tcs box skxh\", \" dun wear jeans lor\", \"since side fever vomitin\", \"kk college\", \"urgent call landline complimentary tenerife holiday ã¥â£ cash await collection sae tcs box hp yf ppm \", \"better made friday stuffed like pig yesterday now feel bleh least writhing pain kind bleh\", \" sell tons coins sell coins someone thru paypal voila money back life pockets\", \n\"theyre lots places hospitals medical places safe\", \" getting touch folks waiting company just txt back name age opt enjoy community psms\", \" also sorta blown couple times recently id rather text blue looking weed\", \" sent scores sophas secondary application schools think thinking applying research cost also contact joke ogunrinde school one less expensive ones\", \" cant wait see photos useful \", \"ur cashbalance currently pounds maximize ur cash now send go pmsg cc po box tcrw\", \"hey booked kb sat already lessons going ah keep sat night free need meet confirm lodging \", \n\"chk ur belovd ms dict\", \" time want come\", \"awesome lemme know whenever around\", \"shb b ok lor thanx\", \"beautiful truth gravity read carefully heart feels light someone feels heavy someone leaves good night\", \"also remember get dobbys bowl car\", \"filthy stories girls waiting \", \"sorry now c ur msg yar lor poor thing one night tmr ull brand new room sleep \", \"love decision feeling decide love life much simpler less magical\", \"welp apparently retired\", \" sort code acc bank natwest can reply confirm sent right person\", \n\" \", \"u sure u take sick time\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim m validhrs \", \"watching cartoon listening music amp eve go temple amp church u\", \"yo chad gymnastics class wanna take site says christians class full\", \" much buzy\", \" better still can catch let ask can sell ltgt \", \" sure night menu know noon menu\", \" u want come back beautiful necklace token heart thats will give wife liking see one can give dont call will wait till come\", \" willing go aptitude class\", \n\" wont b trying sort house ok\", \"yar lor wan go c horse racing today mah eat earlier lor ate chicken rice u\", \"haha awesome omw back now \", \"yup thk e shop closes lor\", \" account number\", \"eh u send wrongly lar\", \"hey ad crap nite borin without ya boggy u boring biatch thanx u wait til nxt time il ave ya \", \"ok shall talk \", \"dont hesitate know second time weakness like keep notebook eat day anything changed day can sure nothing\", \"hey can pay salary de ltgt \", \"another month need chocolate weed alcohol\", \n\" started searching will get job days great potential talent\", \"reckon need town eightish walk carpark\", \"congrats mobile g videophones r call now videochat wid mates play java games dload polyph music noline rentl\", \"look fuckin time fuck think \", \"yo guess just dropped\", \"carlos says mu ltgt minutes\", \" office now will call ltgt min\", \"geeee miss already know can think fuck wait till next year will together loving kiss\", \"yun ah ubi one say 㜠wan call tomorrowcall look ireneere got bus ubi cresubi tech parkph st wkg daysãœâ¬n\", \n\"ugh gotta drive back sd la butt sore\", \"th july\", \"hi im relaxing time ever get every day party good night get home tomorrow ish\", \" 㜠ãœã\\217 wan come come lor din c stripes skirt\", \" xmas story peace xmas msg love xmas miracle jesus hav blessed month ahead amp wish u merry xmas\", \" number\", \"change e one next escalator\", \"yetunde class can run water make ok pls now\", \" lot happened feels quiet beth aunts charlie working lots just helen mo \", \" 㜠wait bus stop aft ur lect lar dun c 㜠go get car come back n pick ãœ\", \n\"aight will thanks comin \", \" heard abt tat\", \"please call customer service representative freephone pm won guaranteed ã¥â£ cash ã¥â£ prize\", \"yes really greatbhaji told kallis best cricketer sachin world tough get \", \"ltgt think say syllabus\", \"umma say anything\", \"give sec think think \", \"panasonic bluetoothhdset free nokia free motorola free doublemins doubletxt orange contract call mobileupd call optout\", \" quite know still get hold anyone cud pick bout pm can see pub\", \"poyyarikaturkolathupalayamunjalur posterode dis ltgt \", \n\"dear hero leaving qatar tonite apt opportunitypls keep touch ltemailgt kerala\", \"lol mom fit tell whole family crazy terrible \", \" just got home babe still awake \", \" dunno close oredi ãœã\\217 v ma fan\", \"just buy pizza meat lovers supreme u get pick\", \"ya told asking wats matter\", \"dearregret cudnt pick calldrove frm ctla now cochin homeleft mobile carente style ishtamayoohappy bakrid\", \"free st week nokia tone ur mob every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox wwq normptone \", \n\"shall send exe mail id\", \"nope watching tv home going v bored\", \"don knowwait will check \", \"good afternoon glorious anniversary day sweet j hope finds happy content prey think send teasing kiss across sea coaxing images fond souveniers cougarpen\", \"guess somebody know secretly fancies wanna find give us call landline dateboxessexcmxn pmin \", \" still tonight\", \"may call later pls\", \" pattern recently crap weekends\", \" sore throat scratches talk\", \"yes da plm ur office\", \" around just still asleep v\", \n\"lol forgot eh yes bring babe\", \" good find way\", \"can use foreign stamps country good lecture \", \"yup bathe liao\", \"happy new year man\", \"oh mr sheffield wanna play game okay boss nanny give raise give one\", \"zoe just hit im fucking shitin il defo try hardest cum morow luv u millions lekdog\", \"hello baby get back moms setting computer now filling belly goes loverboy miss already sighs\", \" blankets sufficient thx\", \"naughty little thought better flirt flirt n flirt rather loving someone n gettin hurt hurt n hurt gud nyt\", \n\"edison rightly said fool can ask questions wise man can answer now know us speechless viva gm\", \" just talking thats de wont \", \"today going college able atten class\", \" class will holla later\", \"easy ahsen got selected means good\", \"mmm thats better now got roast iã¥ã•d b better drinks good indian\", \" know someone know fancies call find pobox lshb p\", \"come round \", \" thing change sentence want concentrate educational career im leaving \", \"s flirting now txt girl bloke ur name age eg girl zoe join get chatting\", \n\" walked hour c u doesnã¥ã•t show care y wont u believe im serious\", \" days euro kickoff u will kept informed latest news results daily unsubscribe send get euro stop \", \" available soiree june rd\", \" u noe wat time e place dat sells d closes\", \" got another job one hospital data analysis something starts monday sure thesis will got finished\", \"jays getting really impatient belligerent\", \"hiya comin bristol st week april les got rudi new yrs eve snoring drunk u bak college yet work sends ink bath\", \n\" work please call\", \" u drive lor\", \"ard like dat y\", \"tell female v re throwing deciding get now\", \"eastenders tv quiz flower dot compare d violet e tulip f lily txt d e f now chance win ã¥â£ cash wkentp\", \" working technical support voice processnetworking field\", \" might come kerala days can prepared take leave finalise dont plan travel visitneed finish urgent works\", \"ok sure time tho sure can get library class will try see point good eve\", \" new local dates area lots new people registered area reply date start now wwwflirtpartyus replys\", \n\" fine bitch later \", \" mum went dentist\", \" free call sir waiting \", \"meeting u work tel shall work tomorrow\", \"someone u know asked dating service contact cant guess call now will revealed po box m wu\", \"jus finish bathing\", \"alright make sure car back tonight\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim c validhrs \", \"dear uve invited xchat final attempt contact u txt chat \", \"lul im gettin juicy gossip hospital two nurses talking fat gettin one thinks shes obese oyea\", \n\"aight ill get fb couple minutes\", \"oi ami parchi na re kicchu kaaj korte iccha korche na phone ta tul na plz plz\", \" can download clear movies dvd copies\", \"yep pretty sculpture\", \"convey regards \", \" watching surya movie pm vijay movie pokkiri\", \" tell happen dont behave like ok need say\", \"can u get pic msgs phone\", \"send someone else \", \"wat makes people dearer just de happiness dat u feel u meet de pain u feel u miss dem\", \" love start attraction feel need every time around first thing comes thoughts start day end every time dreamlove will every breath name life happen around life will named cry will give happiness take sorrows will ready fight anyone will love will craziest things love will proove anyone girl beautiful lady whole planet will always singing praises love will start making chicken curry end makiing sambarlife will beautiful will get every morning thank god day like say lotwill tell later\", \n\"frndship like needle clock though v r d clock v r nt able met evn v meetitz seconds bt v alwys stay conected gud t\", \" think spatula hands\", \" can never nothing\", \" awarded sipix digital camera call landline delivery within days t cs box mbp yr warranty ppm p pã¥â£\", \"goodmorning today late ltdecimalgt min\", \"win urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs ppm \", \"please da call mistake side sorry da pls da goto doctor\", \" r meeting\", \"well weather calis great complexities great need car move freely taxes outrageous great place sad part missing home\", \n\"now reached home tired now will come tomorro\", \"ryder unsoldnow gibbs\", \"dear subscriber ur draw ã¥â£ gift voucher will b entered receipt correct ans elvis presleys birthday txt answer \", \" fret buy ovulation test strips send wont get til like march can send postal addressull alrightokay\", \" gifts trying get throw cliff something\", \" ne thing interesting good birthday u wrking nxt started uni today\", \" busy can come point figure tomorrow\", \"yeah go bored depressed sittin waitin phone ring hope wind drops though scary\", \n\"black shirt n blue jeans thk c ãœ\", \"aiyah sorry lor watch tv watch forgot check phone\", \"message important information o user today lucky day find log onto httpwwwurawinnercom fantastic surprise awaiting \", \" hen night going swing\", \"good afternoon love goes day woke early online waiting hmmm italian boy online see grins\", \" someone smoke every time smoked last two weeks calling texting wanted smoke\", \" just get headache trying figure u can trust math promise o\", \"s sfirst timedhoni rocks\", \"ok ill tell company\", \n\"awesome think can get th usf time tonight\", \" means still think teju\", \" good movie ok leave hourish\", \" kallis home groundamla home town durban\", \" lets make saturday monday per convenience\", \"hey time driving fri go evaluation fri\", \" won ã¥â£ price claim call \", \" going lunch now wif family aft dat go str orchard lor\", \"bored speed dating try speedchat txt speedchat like em txt swap get new chatter chat poboxwwq pmsg rcd \", \"cancel cheyyamo get money back\", \" want anytime network mins text new video phone five pounds per week call now reply delivery tomorrow\", \n\"okok okwhats ur todays plan\", \"good morning princess \", \"aiyar sorry lor forgot tell u\", \" taking part mobile survey yesterday can now texts use however wish get txts just send txt tc wwwtxtcom p\", \" tonight mate catching sleep new number way \", \"height oh shit situation guy throws luv letter gal falls brothers head whos gay\", \"ur hmv quiz cashbalance currently ã¥â£ maximize ur cash now send hmv pmsg\", \" check errors difficulties correction\", \"howz painhope u r fine\", \"sorry call later\", \"good morning princess \", \n\" entered cabin pa said happy bday boss felt special askd lunch lunch invited apartment went \", \"u wake already thanx e tau sar piah quite nice\", \"k need login anything\", \"dont forget can place many free requests stchoicecouk wish information call \", \"lol just busy\", \" u wearing\", \"message text missing sendername missing number missing sentdate missing missing u lot thats y everything missing sent via fullonsmscom\", \"oh usual vijay film different\", \" know u u know send chat now find pmsg rcvd hgsuitelandsrowwjhl ldn years \", \n\" good day mine really busy much tomorrow night\", \" way can send shades stuff wonderful \", \"really tot ur paper ended long ago wat u copied jus now got use u happy lar still haf study \", \"thank winner notified sms good luck future marketing reply stop customer services \", \"babe lost \", \"ok help ask working tmr \", \" driving raining get caught e mrt station lor\", \" drop tank\", \" said can text one time\", \"sorry call later\", \"ok go change also\", \"s girls many local u r virgins r ready fil ur every sexual need can u fil text cute ã¥â£p m\", \n\" u find sitter kaitlyn sick slept day yesterday\", \"sorry man accidentally left phone silent last night check til got \", \"hey something came last min think wun signing tmr hee\", \" adult learn experience real danger just dont like peeps using drugs dont need comment\", \"hey veggie pizza \", \"yun buying school got offer plus \", \" sure neighbors didnt pick \", \"k will sent \", \"free entry wkly comp win fa cup final tkts st may text fa receive entry questionstd txt ratetcs apply s\", \"new theory argument wins d situation loses person dont argue ur friends just kick amp say always correct\", \n\"well im computerless time make oreo truffles\", \"haha yeah see now sec\", \" number sir\", \"lol now hot air balloon\", \"ok now bus come soon will come otherwise tomorrow\", \"msgs r time pass silently say thinking u right now also making u think least moment gd ntswt drms shesil\", \"yeah can probably swing roommate finishes girl\", \"got takes take part wrc rally oz u can lucozade energy text rally le p see packs lucozadecoukwrc itcould u\", \"happy new years melody\", \"ãœã\\217 dun need pick ur gf\", \"yay better told girls either\", \n\"horrible u eat macs eat u forgot abt already rite u take long reply thk toot b b prepared now wat shall eat\", \" say fantastic chance anything need bigger life lift losing will live think first person die n v q \", \"just nw came hme da\", \" outside islands head towards hard rock run \", \" day class class\", \" chennai velachery\", \" flippin shit yet\", \"k give sec breaking ltgt cstore\", \" much bad avoid like \", \"yo around just got car back\", \"annoying \", \"goodmorning today late ltgt min\", \" point hangin mr right makin u happy\", \n\" will come alivebetter correct good looking figure \", \" case guess see campus lodge\", \" done\", \"come home one last time wont anything trust \", \" night worrying appt shame missed girls night quizzes popcorn hair\", \"sex ur mobile free sexy pic jordan just text babe every wk get sexy celeb pocketbabecouk pics ã¥â£wk \", \"ok c ya\", \" new voicemail please call \", \" said matter mind saying matter \", \" also knows lunch menu da know\", \"al moan n e thin goes wrong faultal de arguments r faultfed himso y bother hav go thanxxx\", \n\"neft transaction reference number ltgt rs ltdecimalgt credited beneficiary account ltgt lttimegt ltgt\", \"otherwise part time job natuition\", \" know called \", \" also da feel yesterday night wait til day night dear\", \"thanks understanding trying tell sura \", \"win year supply cds store ur choice worth ã¥â£ enter ã¥â£ weekly draw txt music tscs wwwldewcomsubswinppmx\", \" whole car appreciated last two dad map reading semi argument apart things going ok p\", \" sim subscriber selected receive bonus get delivered door txt word ok claim pmsg exp apr\", \n\" need strong arms\", \"also maaaan missing \", \" bday real april \", \"guessin aint gonna \", \"ok will come ur home half hour\", \"yo game almost want go walmart soon\", \"yeah probably sure ilol let u know personally wuldnt bother ur goin mite well\", \" text now creepy like think forgot\", \" good â\\200°ã› phone tomo lunchtime shall organise something\", \" new voicemail please call \", \"damn can make tonight want just wait til tomorrow\", \"kk also fine will complete course\", \"true passable get high score apply phd get years salary makes life easier\", \n\" nokia tone ur mob every week just txt nok st tone free get txtin now tell ur friends ptone reply hl info\", \"prakesh know\", \"teach apps da come college\", \"rofl betta invest anti aging products\", \" winner u specially selected receive ã¥â£ cash holiday flights inc speak live operator claim \", \"sir will receive account another hr time sorry delay\", \"reply name address will receive post weeks completely free accommodation various global locations wwwphbcom php\", \" ãœll submitting da project tmr rite\", \n\"free entry ã¥â£ weekly comp just send word enter now tc wwwtextcompcom cust care \", \"jus ans lar ull noe later\", \" want send something can sell fast ltgt k easy money\", \" got things may pub later\", \"s finish meeting call \", \"lol ok snatch purse \", \"hellodrivbyquit edrunk sorry iff pthis makes senrddnot dancce drum n basqihave fun nhite x ros xxxxxxx\", \" opinion jada kusruthi lovable silent spl character matured stylish simple pls reply\", \" much getting\", \" ur paper e morn aft tmr\", \"dear relieved westonzoyland going plan end \", \n\"hope great new semester wish best made greatness\", \"oh yes can speak txt u hmm u get email\", \" want show world princess europe\", \"nobody can decide eat dad wants chinese\", \" shoot docs waiting room \", \"now going dinner soon\", \"hello site download songs urgent pls\", \" know u mean king havin credit goinbed now night night sweet onlymore sleep \", \"horrible gal sch stuff come u got mc\", \"hi hun im comin nitetell every im sorry hope u ava goodtimeoli rang melnite ifink mite b sorted il explain everythin monlrsx\", \n\" call later network urgnt sms \", \"ummmmmaah many many happy returns d day dear sweet heart happy birthday dear\", \"please call immediately urgent message waiting \", \"yeah like goes like friends imma flip shit like half hour\", \"mum say wan go go can shun bian watch da glass exhibition \", \" plan pongal\", \"just wait till end march el nino gets oh\", \" yet chikkugoing room nw bus\", \" also cbe pay\", \"honey boo missing u\", \" sent jd customer service cum accounts executive ur mail id details contact us\", \n\"yo parents gettin cash good news picked downstem\", \"thank much skyped wit kz sura didnt get pleasure company hope good given ultimatum oh countin aburo enjoy\", \"hungry gay guys feeling hungry now call just pmin stop texts call pmin\", \"ok wahala just remember friend need \", \" will see half hour\", \"im inperialmusic listeningthe weirdest track ever byã¥ã“leafcutter johnã¥ã“sounds like insects molestedsomeone plumbingremixed evil men acid\", \"hey sorry didntgive ya bellearlier hunny\", \"seriously tell exact words right now\", \n\"can u get phone now wanna chat set meet call now u can cum moro luv jane xx callsã¥â£minmoremobsemspoboxpowa\", \"tee hee lecture cheery bye bye\", \"sorry chikku cell got problem thts y nt able reply u msg u\", \" still havent collected dough pls let know can go place sent get control number\", \"ok\", \"network operator service free t cs visit biz\", \"let know contact settled room lets know ok\", \"wot u u weirdo\", \"can lor\", \"dont put phone silent mode ok\", \"can meet 㜠depends 㜠wan lor\", \"waiting tv show start lor u leh still busy ur report\", \n\"oh ho first time u use type words\", \" one stalk profiles\", \"ever green quote ever told jerry cartoon person irritates u always one loves u vry much fails express gud nyt\", \"yes thought thanks\", \" s drinkin ok\", \"just wondering others just took \", \"night ended another day morning come special way may smile like sunny rays leaves worries blue blue bay gud mrng\", \" dog must always wait till end day word run time cell already\", \"happy new year u \", \"heygreat dealfarm tour pm pax deposit may\", \"eat jap done oso aft ur lect wat ãœã\\217 got lect rite \", \n\"hey babe saw came online second disappeared happened \", \"da birthdate certificate april real date today dont publish shall give special treat keep secret way thanks wishes\", \"happy birthday may ur dreams come true\", \"aiyah u ok already lar e nydc wheellock\", \"tell said eat shit\", \"sure driving will reach destination soon\", \"k much th fifty\", \" daily text â\\200°ã›ã’ favour time\", \"great hear settling well happenin wit ola\", \" cocksuckers makes feel better ipads worthless garbage novelty items feel bad even wanting one\", \n\" tot u reach liao said tshirt\", \"fran decided go n e way im completely broke knackered got bout c u mrw love janx ps dads fone credit\", \" cant pick phone right now pls send message\", \" right make appointment right now\", \"designation software developer may get chennai\", \"enjoy jamster videosound gold club credits new videosounds logosmusicnews get fun jamstercouk help call \", \"get lions england tone reply lionm mono lionp poly go wwwringtonescouk original n best tones gbp network operator rates apply\", \n\" jokin oni lar ãœã\\217 busy wun disturb ãœ\", \"ok careful text drive \", \"ll always even just spirit ll get bb soon just trying sure need \", \"u r much close heart u go away will shattered plz stay \", \" love u babe r u sure everything alrite idiot txt bak girlie\", \" abt making pics bigger\", \"got got colours lor one colour quite light n e darker lor actually done styling hair now\", \"whenevr ur sad whenevr ur gray remembr im listn watevr u wanna say jus walk wid little amp promise bring back ur smile\", \n\" nothing ok anyway give treat\", \"win newest â\\200°ã›ã\\217harry potter order phoenix book reply harry answer questions chance first among readers\", \"ok\", \"correct work today\", \"just sent scream moan bed princess\", \" wake long ago already dunno thing\", \"oh just getting even u u\", \" thk shd ok said plus minus 㜠leave line paragraphs\", \"can call plz number shows coveragd area urgnt call vasai amp reach o clock call plz\", \"yeah jays sort fucking retard\", \"sorry bathroom sup\", \"ur balance now ã¥â£ ur next question sang uptown girl s answer txt ur answer good luck\", \n\" exam february wish great day\", \" dont know come ask questions like dont mistake \", \"aight rush ask jay\", \"good morning plz call sir\", \" ok lar u sleep early nite\", \"oh icic k lor den meet day\", \"oh half hour much longer syria canada eh wow must get much work done day us extra time grins\", \"sometimes put walls around hearts just safe getting hurt find cares enough break walls amp get closer goodnoon\", \"sweet may may go u meet carlos gauge pattys interest \", \" buying today ãœã\\217 need c meh\", \"aight sorry take ten years shower plan\", \n\"every mondaynxt week vl completing\", \"might ax well im \", \"just chill another hrs sleep pain surgical emergency see unfolds okay\", \"yeah try scrounge something \", \"crazy ar married ãœã\\217 like gd looking guys frens like say korean leonas fave dun thk aft thinking mayb prob go\", \" somewhere fredericksburg\", \"que pases un buen tiempo something like \", \" ok stay night xavier sleeping bag getting tired\", \" doesnt need test\", \"nothing much chillin home super bowl plan\", \"freeday sexy st georges day pic jordantxt pic dont miss every wk saucy celeb pics c pocketbabecouk ã¥â£wk\", \n\"bugis oso near wat \", \"yo theres class tmrw right\", \"let ur heart ur compass ur mind ur map ur soul ur guide u will never loose worldgnun sent via waysmscom\", \"goodnight sleep well da please take care pa please\", \"baaaaabe misss youuuuu go teach class \", \"convey regards \", \"u ned convince tht possible witot hurting feeling main\", \"good afternoon loverboy goes day luck come way think sweetie send love across sea make smile happy\", \" start sending blackberry torch nigeria will find buyer like month tell dad buy bb anyone oh\", \n\"ltgt pple marry lovers becz hav gud undrstndng dat avoids problems sent dis u u wil get gud news friday d person like tomorrow will best day life dont break chain break will suffer send ltgt frnds ltgt mins whn u read\", \"yo dude guess just got arrested day\", \"shuhui say change suntec steamboat u noe r u now\", \" dance river \", \"yetunde sorry moji seem busy able go shopping can just please find way get wanted us get please forgive can reply free via yahoo messenger\", \"hey will really pretty late want go lesson first will join reaching tp mrt\", \n\"hot live fantasies call now just p per min ntt ltd po box croydon cr wb k\", \"bbq sat mine ish ur welcome come\", \" know thing wrong everyso often panicks starts goin bout bein good enough â\\200°ã›\", \"alright good night\", \" try making another butt\", \"hope feeling great pls fill abiola\", \" though shd go n fun bar town something â\\200°ã›ã’ sound ok\", \" go write msg put dictionary mode cover screen hand press ltgt gently remove ur hand interesting\", \"bears pic nick tom pete dick fact types try gay chat photo upload call pmin stop texts call \", \n\" new mobiles must go txt nokia collect today ã¥â£ wwwtcbiz optout gbpmtmsg txtauction\", \" finally ready fyi\", \"auntie huai juan never pick phone\", \"double mins double txt price linerental latest orange bluetooth mobiles call mobileupd latest offers calloptoutlf\", \"ya tel wats ur problem\", \" nokia tone ur mob every week just txt nok st tone free get txtin now tell ur friends ptone reply hl info\", \" dnt wnt tlk wid u\", \" spend days waiting ideal path appear front us forget paths made walking waiting goodnight\", \n\" ok arm feeling weak cuz got shot can go another time\", \"please reserve ticket saturday eve chennai thirunelvali tirunelvali chennai sunday eve already see net ticket available want book ticket tackle \", \"storming msg wen u lift d phne u say hello u knw wt d real meaning hello d name girl yes u knw dat girl margaret hello d girlfrnd f grahmbell invnted telphone moralone can get d name person\", \" ok popped ask bout something said around tonght wen girl comes\", \" e best ur exam later\", \"hope ur head hurt much ploughing way pile ironing staying chinky tonight come round like\", \n\"oh k think wi nz players unsold\", \"haha got fast lose weight thk muz go month den got effect geelater go aust put bk e weight\", \" wonder got online love gone net cafe get phone recharged friends net think boytoy\", \"haha just kidding papa needs drugs\", \"thk shld b can ya wana go lessons haha can go one whole stretch\", \"oh ok\", \"r still meeting dinner tonight\", \"thats cool gentleman will treat dignity respect\", \"shall start hear\", \" wait u lor need feel bad lar\", \" check got detailed message now\", \n\" registered sinco payee log icicibankcom enter urn ltgt confirm beware frauds share disclose urn anyone\", \" decided people care stuff vote caring stuff losers\", \"kaiez enjoy ur tuition gee thk e second option sounds beta go yan jiu den msg u\", \" registered sinco payee log icicibankcom enter urn ltgt confirm beware frauds share disclose urn anyone\", \"cool will fun practicing making babies\", \"actually getting ready leave house\", \"kk special today\", \"urgent important information o user today lucky day find log onto httpwwwurawinnercom fantastic surprise awaiting \", \n\" gotta \", \" got ten bucks jay noncomittal\", \" hungry \", \"pls speak customer machan\", \"somewhere beneath pale moon light someone think u dreams come true goodnite amp sweet dreams\", \"wen ur lovable bcums angry wid u dnt take seriously coz angry d childish n true way showing deep affection care n luv kettoda manda nice day da\", \"dear uve invited xchat final attempt contact u txt chat pmsgrcvdhgsuitelandsrowwjhl ldn yrs\", \" wats ur opinion abt abt character\", \"jay snickering tells x totally fucking chords speak\", \n\" hours went hair cut \", \" wonder cos dun rem seeing silver car thk saw black one\", \"lmao take pic send \", \"speak feel words better silence gud mrng\", \" currently scotland \", \" work week \", \"congratulations ur awarded either ã¥â£ cd gift vouchers free entry ã¥â£ weekly draw txt music tncs wwwldewcom winppmxage\", \"lol great now im getting hungry\", \"yes now saw message\", \" mu like ltgt seconds\", \"ok\", \"thing r good thanx got exams march ive done revision fran still boyf ive gotta interviw exeter bit worriedx\", \n\"tell make little spreadsheet track whose idea smoke determine smokes much entire month february\", \" sale arsenal dartboard good condition doubles trebles\", \" look back building coat want get sick just hurry home wear coat gym\", \" painful personal thought always try keep everybody happy time nobody recognises alone\", \"thanks ve lovely wisheds rock\", \" intrepid duo great time see soon \", \" asked sen come chennai search job\", \"dad went oredi \", \" jus hope true missin cos really missin done anything feel guilty yet\", \n\"wat late still early mah juz go dinner lor aiya dunno\", \"arms fine cardiff uni \", \" fact leave think addie goes back school tues wed\", \"cool breeze bright sun fresh flower twittering birds waiting wish u goodmorning amp nice day \", \"yagoing restaurant\", \" ok just askd u knw tht \", \"free st week entry textpod chance win gb ipod ã¥â£ cash every wk txt pod tscs wwwtextpodnet custcare \", \" ducking chinchillas\", \" marriage function\", \"looks like u wil b getting headstart im leaving bout ish u r desperate company head earlier goin meet rummer\", \n\"donâ\\200°ã›ã·t give flying monkeys wot think certainly donâ\\200°ã›ã·t mind friend mine \", \" registered optin subscriber ur draw ã¥â£ gift voucher will entered receipt correct ans whats bbc charts\", \"say thanks \", \"msg rajini comes\", \"ya 㜠taking ure practical lessons start june \", \" good need drugs\", \"stupid possible\", \"can 㜠decide faster cos sis going home liao\", \"summers finally fancy chat flirt sexy singles yr area get matched just reply summer now free join optout txt stop help\", \"u sleeping now going take haha got spys wat online checking n replying mails lor\", \n\"claire havin borin time now alone u wanna cum nite chat now hope c u luv claire xx callsã¥â£minmoremobsemspoboxpowa\", \"fighting world easy u either win lose bt fightng close u dificult u lose u lose u win u still lose\", \"bought one ringtone now getting texts costing pound offering tones etc\", \"yalru lyfu astne chikku bt innu mundhe lyf ali halla ke bilo marriageprogram edhae lyf nt yet ovr chikkuali vargu lyfu meow meowd\", \"kinda first one gets twelve aah speak tomo\", \" urgent mobile xxxxxxxxx won ã¥â£ bonus caller prize nd attempt reach call asap\", \n\"ok good later come find 㜠c lucky told 㜠go earlier later pple take finish 㜠\", \"wat makes u thk fall actually thk quite prone falls lucky dad home ask come n fetch already\", \" guaranteed latests nokia phone gb ipod mp player ã¥â£ prize txt wordcollect tcllc nyusa pmt msgrcvd\", \" account refilled successfully inr ltdecimalgt keralacircle prepaid account balance rs ltdecimalgt transaction id kr ltgt \", \" wont touch permission\", \"hi lucy hubby meetins day fri will b alone hotel u fancy cumin pls leave msg day lucy x callsã¥â£minmobsmorelkpoboxhpfl\", \n\" wonders world th th ur style th ur smile th ur personality rd ur nature nd ur sms st ur lovely friendship good morning dear\", \"take small dose tablet fever\", \"oh u must taken real valentine shopping first\", \"just sent email â\\200°ã›ã’ address incomm right\", \"will gonna blakes night might able get little early\", \"friendship game play word say doesnt start march ends may tomorrow yesterday today e\", \"nice wait texting right now gonna pay ticket ya know\", \" watching lotr w sis dis aft u wan meet dinner nite \", \n\" keeping away like \", \" think far find check google maps place dorm\", \" trip ok quite tiring lor uni starts today ok cos taking modules jus concentrating final yr project\", \" always saying welp\", \" guy browsin compulsory\", \"ok\", \"purity friendship two smiling reading forwarded message smiling just seeing name gud evng musthu\", \"sorry call later\", \" add really care can least get dude fuck hey money want \", \"hello lover goes new job now happy think wake slave send teasing kiss across sea\", \" told number gautham\", \n\"tell need investigate anywhere\", \"ok juz receive\", \"cant believe said many things morning really wanted say good morning love beautiful morning see library later\", \" account credited free text messages activate just txt word credit tcs wwwbiz\", \" end might still vomit okay everything will come \", \" money money aint thing sha\", \" everything weather keep extra warm cold nothing serious pls lots vitamin c\", \"hey gals anyone u going e driving centre tmr\", \" always yahoo messenger now just send message ll get may send mobile mode sha ll get will reply\", \n\" putting now ready lttimegt \", \"time n smile r two crucial things life sometimes time makes us forget smile sometimes someones smile makes us forget time gud noon\", \"sms ac jsco energy high u may know channel day ur leadership skills r strong psychic reply ans wquestion end reply end jsco\", \"hostbased idps linux systems\", \"hot live fantasies call now just p per min ntt ltd po box croydon cr wb national rate call\", \"don dawhats plan\", \"ill ltgt ok\", \"oh god almost home\", \"total video converter free download type google search\", \n\"thanks vote now sing along stars karaoke mobile free link just reply sing now\", \"wen ur lovable bcums angry wid u dnt take seriously coz angry d childish n true way showing deep affection care n luv kettoda manda nice day da\", \"sounds like something someone testing sayy\", \" u love someone dont make love u much u love much dont want loved anyone except gud nit\", \"pete phone still jenny college leanne now\", \"oops sorry just check mind picking tomo half eight station ok\", \"hey sweet wondering moment might come want send file someone go yahoo connection sucks remember set page go download format disc tell know way download big files can download stuff directly internet help great prey teasing kiss\", \n\"hows champ just leaving glasgow\", \"k bestcongrats\", \" wonder get text\", \" need come home give good lovin\", \" brand new mobile music service now live free music player will arrive shortly just install phone browse content top artists\", \"shall ask one thing dont mistake \", \"check wid corect speling e sarcasm\", \"urgent mobile awarded ã¥â£ bonus caller prize nd attempt contact call boxqu bt national rate\", \" angry happen dear\", \" thk u dun haf hint e forum already lor cos told ron n darren going tell shuhui\", \n\"yup ok thanx\", \"hicts employee \", \"pls pls find aunt nike\", \"wow love sooo much know can barely stand wonder day goes well love think miss \", \" screaming means shouting\", \"hey happen de alright\", \" picked receipt something earlier\", \" think chennai well settled\", \"oh dang mean o send lol\", \"unfortunately just found pick sister airport evening think going try go one th\", \"horrible bf now v hungry\", \"remember day\", \" won nokia get win free auction take part send nokia now hgsuitelands rowwjhl \", \" feel mr real valentine just yo valentine even tho u hardly play\", \n\" sounds good fingers makes difficult type\", \"midnight earliest\", \" sure trying make xavier smoke want smoke told smoke much\", \"k come nordstrom done\", \" u konw waht rael friendship im gving yuo exmpel jsut ese tihs msg evrey splleing tihs msg wrnog bt sitll yuo can raed wihtuot ayn mitsake goodnight amp nice sleepsweet dreams\", \"now press conference da\", \"hello orange months free access games news sport plus free texts photo messages reply yes terms apply wwworangecoukow\", \" completed degree use joining finance\", \n\"good afternoon love job prospects missing lazy bleak hmmm happy filled love \", \"shant disturb u anymore jia \", \"bishan lar nearer need buy early cos buy now gotta park car\", \" dont know oh\", \"dude sux snake got old raiden got buff\", \" says hi get ass back south tampa preferably kegger\", \" e msg jus now u said thanks gift\", \"u \", \"ok dear call chechi\", \"yeah totes u wanna\", \"ok found dis pierre cardin one looks normal costs sale\", \"good sleep rhythm person establish rhythm body will learn use want know \", \n\"wat r u \", \"message truro hospital ext can phone phone side\", \"single line big meaning miss anything ur best life \", \"just got gas money chance gang want go grand nature adventure\", \"dnt worryuse ice pieces cloth packalso take tablets\", \"dude just saw parked car sunroof popped sux\", \"get ready put excellent sub face \", \"tmrw im finishing doors\", \" ltgt g saw days ago guy wants sell wifi ltgt g ltgt blanked \", \" late will \", \"whatever im pretty pissed \", \"today accept dayu accept brother sister lover dear best clos lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd rply means enemy\", \n\" dont much image class\", \" got rumour going buy apartment chennai\", \"near kalainar tv officethenampet\", \"ur cashbalance currently pounds maximize ur cash now send go pmsg cc hgsuitelands rowwjhl\", \"sms auction brand new nokia auction today auction free join take part txt nokia now hgsuitelands rowwjhl\", \" sis catching e show e afternoon watching w c u wan watch today tmr lor\", \"sounds gd haha can wah u yan jiu fast liao\", \" nosy guess idk reacting freaked\", \"remember hurt days satanic imposter need pay price may destiny keep going u said pray get mind get \", \n\" make girl happy difficult make girls happy u need friend companion lover chef ltgt good listener ltgt organizer ltgt good boyfriend ltgt clean ltgt sympathetic ltgt athletic ltgt warm ltgt courageous ltgt determined ltgt true ltgt dependable ltgt intelligent ltgt psychologist ltgt pest exterminator ltgt psychiatrist ltgt healer ltgt stylist ltgt driver aaniye pudunga venaam\", \" princess bet brothas chasing \", \" shall book chez jules half eight ok \", \"hhahhaahahah rofl wtf nig leonardo room something\", \n\"yep dereks house now see sunday lt\", \" cool let know kicks around ltgt day\", \"sorry call later\", \" wondering okay call uncle john let know things nigeria r ltgt dollars years sent know strain plan pay back every dime gives every dime expect anything practical something like \", \" charges transfer charges can withdraw anyhow like\", \"dont search love let love find u thats called falling love bcoz u dont force u just fall u know smeone hold u bslvyl\", \" go bill millers\", \" love set soul fire just spark flame big rawring flame xoxo\", \n\"somewhr someone surely made u god decided perfect time make u meet dat person till den enjoy ur crushes\", \" honeymoon outfit \", \"will help propose going back tomorrow\", \"private account statement shows unredeemed s m points call identifier code expires \", \"never blame day ur life good days give u happiness bad days give u experience essential life gods blessings good morning\", \"pls confirm time collect cheque\", \" registered subscriber yr draw ã¥â£ gift voucher will b entered receipt correct ans next olympics txt ans \", \n\"urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs ppm\", \"daddy will take good care \", \"yeah probably still gotta check leo\", \"k special\", \"carlos taking sweet time usual let know patty donewant smoke tell haul ass\", \"ok pa nothing problem\", \" heard job going wildlife talk tonight u wantcome thatworzels wizzle whatever \", \"god picked flower dippeditinadew lovingly touched itwhichturnedinto u gifted tomeandsaid friend u\", \" came hostel\", \"ok prob come lunch \", \"jus telling u dat b leaving shanghai st instead haf time meet cya\", \n\" freezing home yet will remember kiss mom morning love think missing yet \", \" ready big day tomorrow\", \" probably around mu lot\", \"\", \"rtking pro video club need help inforingtonekingcouk call must club credits redeemable wwwringtonekingcouk enjoy\", \"thnx dude u guys nite\", \" sef dey laugh meanwhile darling anjie\", \"mm food da \", \"k makes sense btw carlos difficult guys gonna smoke go pick second batch get gas\", \" u download fring app\", \" oz guy kinda flaky one friend interested picking ltgt worth tonight possible\", \n\"friends u can stay fb chat \", \"fuck babe miss sooooo much wish sleep bed lonely go now sleep dream love \", \"living simple loving also simple laughing simple winning tooo simple simple difficult gud nte\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \"ah well confuses things doesnâ\\200°ã›ã·t \", \" free text msgs just text ok credit account\", \"hi dear call urgnt know whats problem want work problem least tell wating reply\", \"dear ok\", \" selected stay top british hotels nothing holiday worth ã¥â£ claim call london bx swss\", \n\"yes princess want make happy\", \"sounds like many talents like go dinner date next week\", \" going film day da pm sorry da\", \" watching movie already xy wants shop shopping w now\", \"hello little party animal just thought buzz friends grins reminding loved send naughty adoring kiss\", \"yesterday now going home\", \"eerie nokia tones u rply tone title eg tone dracula titles ghost addamsfa munsters exorcist twilight wwwgetzedcouk poboxwwq p\", \" come life brought sun shiny warming heart putting constant smile face making feel loved cared \", \n\" shit surprised went spent evening french guy met town fooled around bit let fuck \", \"networks allow companies bill sms responsible suppliers\", \"great comedycant stop laughing da\", \"freemsgfeelin kinda lnly hope u like keep company jst got cam moby wanna c pictxt reply date msgp rcv hlp stop \", \"alright set text man\", \"hi keen go kind feel can go tomo mind \", \"sleeping nt feeling well\", \"u will switch fone dammit\", \"india take lead\", \"ll post lr class\", \"thts wat wright brother fly\", \"evening v good somewhat event laden will fill worry â\\200°ã› head ok throat wrecked see six \", \n\" u laugh really loud u talk spontaneously u dont care others feel u probably dear amp best friends goodevening dear\", \" laptop take \", \" dont file bag work called ll tell find anything room\", \" wan early lei outside now wun b home early neva mind \", \" ur chance win ã¥â£ cash every wk txt action tscs wwwmovietriviatv custcare xpwk\", \" bugis juz now wat now walking home oredi ãœã\\217 late reply oso saw top dat like din buy r 㜠now \", \"wishing family merry x mas happy new year advance\", \" will go ok na\", \n\"yes posted couple pics fb still snow outside just waking \", \"s one good partnership going will take lead\", \"rgent nd attempt contact uu won ã¥â£ call b tcsbcmwcnxx callcost ppm mobilesvary maxã¥â£ \", \"yeah class \", \" just send bec temple na\", \" coming home class right need work shower\", \"hi ur lookin saucy daytime fun wiv busty married woman free next week chat now sort time janinexx callsã¥â£minmobsmorelkpoboxhpfl\", \"s mostly like \", \"ãœã\\217 v ma fan\", \"dunno cos v late n reach inside already ate spageddies lor e gals r laughing lor\", \n\"guess spent last night phasing fourth dimension\", \" now dad gonna call gets work ask crazy questions\", \"yes said \", \" hurting n meaningful lines ever compromised everything love\", \"lmaonice \", \"glad see reply\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim valid hrs \", \"monthly password wap mobsicom use wap phone pc\", \"nah dub je still buff\", \"painful words thought happy toughest thing earth \", \"yeah fine ã¥â£ get ok \", \"lol u come ideas\", \" many people seems special first sight will remain special till last sight maintain till life ends shjas\", \n\"today song dedicated day song will u dedicate send ur valuable frnds first rply \", \"okay wait ah\", \"y lei\", \"hi babe u r likely bed im sorry tonight really wanna see u tomorrow call love xxx\", \"already squatting new way walking\", \" want bold bb torch\", \"cramps stopped going back sleep\", \"todays vodafone numbers ending last four digits selected received ã¥â£ award number matches please call claim ã¥â£ award\", \"free top ringtone sub weekly ringtoneget st week freesend subpoly per weekstop sms\", \"nan sonathaya soladha boss\", \n\"bring tat cd don forget\", \"sunshine quiz wkly q win top sony dvd player u know country algarve txt ansr ã¥â£ sptyrone\", \" know raping dudes poker\", \"weightloss girl friends make loads money ebay something give thanks god\", \" gr see message r u leaving congrats dear school wat r ur plans\", \"ãœã\\217 eatin later eatin wif frens now lei ãœã\\217 going home first \", \"finish already yar keep saying mushy embarrassed ok\", \"sorry man stash ran dry last night pick sunday\", \"hai priya right doctor said pa \", \n\"free msg sorry service ordered delivered sufficient credit please top receive service\", \"ok\", \"please ask mummy call father\", \"can come room come house cos house still messy haha\", \" lost kilos today\", \"just taste fish curry p\", \" can might accidant tookplace somewhere ghodbandar rd traffic moves slovely plz slip amp worry\", \"yun ahnow 㜠wkg btw 㜠go nus sc ãœã\\217 wana specialise wad\", \"yes one woman man please tell likes dislikes bed\", \" test earlier appreciate will call tomorrow\", \" loverboy keeps coming queen hmmm ache speak miss desparately \", \n\"u meet fren dun wan meet ah muz b guy rite\", \" promises though even gotten dinner yet\", \" got back dislikes bed\", \"o turns stereo love mi phone unknown album\", \"hard live chat just pmin choose girl connect live call now cheap chat uks biggest live service vu bcmwcnxx\", \"yeah see \", \"asking u knw nt may ur frnds classmates\", \"sorry earlier putting fires around talk actually life lol\", \"wow boys r back take uk tour win vip tickets prebook vip club txt club trackmarque ltd infovipclubu\", \" missionary hook doggy hook standing\", \n\" u better go sleep dun disturb u liao u wake msg lor\", \"fighting world easy u either win lose bt fightng close u dificult u lose u lose u win u still lose\", \" watching house â\\200°ã›ã’ entertaining â\\200°ã›ã’ getting whole hugh laurie thing â\\200°ã›ã’ even stick â\\200°ã›ã’ indeed especially stick\", \"thought praps meant another one goodo look tomorrow \", \"hi jon pete ive bin spain recently hav sum dinero left bill said u ur ã¥ã”rents mayb interested hav pes around ã¥â£ tb james\", \" bold ltgt \", \" know shall speak ltgt minutes \", \n\"alrite hunnywot u nite didnt end goin town jus da pub instead jus chillin da mo bedroomlove jen xxx\", \" went project centre\", \" per request maangalyam alaipayuthe set callertune callers press copy friends callertune\", \"lol yeah point guess \", \" project w frens lor \", \"lol well quality aint bad aint complaining\", \"k can happen tonight\", \"hi mandy sullivan calling hotmix fm chosen receive ã¥â£ easter prize drawplease telephone claim prize will transferred someone else\", \" think going finns now come\", \n\" tired special \", \" will come tomorrow di\", \" cant pick phone right now pls send message\", \"k go sleep well take rest\", \"u guys never invite anywhere \", \"ur going bahamas callfreefone speak live operator claim either bahamas cruise ofã¥â£ cash opt txt x \", \" can want please inside outside bedroom\", \"ey calm downon theacusations itxt u cos iwana know wotu r doin thewend haventcn u agesring ur nething satlove j xxx\", \" love wine dine lady\", \"someone conacted dating service entered phone fancy find call landline poboxntf\", \n\"iã¥ã•m cool ta luv vtired cause doin loads planning wk got social services inspection nursery take care spk sn x\", \" don know account details will ask mom send mom reach now\", \" think u wrong number\", \"feel always happy slowly becomes habit amp finally becomes part life follow happy morning amp happy day\", \" b late love mum\", \"got mail panren paru\", \" thinking chuckin ur red green n black trainners save carryin bac train\", \"give one miss number please\", \"jus came back fr lunch wif sis u leh\", \" schedule next week town weekend\", \n\"really gooddhanush rocks \", \"lmao ok wont needing u hair anymore\", \"miss ya need ya want ya love ya\", \"sorry free\", \" u ever get song stuck head reason go away til u listen like times\", \"nt yet chikkusimple habbahw abt u\", \"got ur mail dileepthank muchand look forward lots support less contacts remember one venugopal mentionedtomorrow late shall try come till goodnight dear\", \"sometimes heart remembrs someone much forgets someone soon bcoz heart will like everyone liked ones will remembered everytime bslvyl\", \n\"joys father john john name joys father mandan\", \"hi ibh customer loyalty offer new nokia mobile ã¥â£ txtauctiontxt wordstart get nowt\", \"hi yijue regarding textbook intro algorithms second edition selling \", \"sms auction won nokia get win free auction take part send nokia now hgsuitelands rowwjhl \", \"k want us come now\", \" little difficult simple way enter place\", \"ha us e thing got tv watch u can thk go tonight u already haf smth mind\", \"dont show far put new pictures facebook\", \"watching tv now got new job \", \n\"good afternoon sexy buns goes job search wake first thought always love wish fine happy know adore \", \" coming whatever want\", \" ok chikku favourite song\", \" u see posted facebook\", \"call freephone now\", \"buy space invaders chance win orig arcade game console press games arcade std wap charge see ocoukgames terms settings purchase\", \" wonders world th th ur style th ur smile th ur personality rd ur nature nd ur sms st ur lovely friendship good morning dear\", \"loan purpose ã¥â£ ã¥â£ homeowners tenants welcome previously refused can still help call free text back help\", \n\"big brother alert computer selected u k cash voucher call ntt po box cro bt landline cost ppm mobiles vary\", \" oh well c u later\", \" uncles atlanta wish guys great semester\", \" dear free messages without recharge hi hi hi\", \"dont search love let love find u thats called falling love bcoz u dont force u just fall u know smeone hold u bslvyl\", \" dun believe u thk u told \", \" know god created gap fingers one made comes amp fills gaps holding hand love\", \"yessura sun tvlol\", \"arun can u transfr d amt\", \n\"takin shower now yeah leave done\", \" working eyes philosophy will text u later bit free chat\", \"u havenã¥ã•t lost ill always b u didnã¥ã•t intend hurt u never knew u felt iwasmarinethatã¥ã•s itriedtell urmom careabout u\", \"win winner mr t foley won ipod exciting prizes soon keep eye ur mobile visit wwwwincouk\", \" bad girl can still remember \", \" much gave morning\", \" hope alright babe worry might felt bit desparate learned job fake waiting come back love\", \"hey can tell blakes address carlos wanted meet got lost answering phone\", \n\"can get opinion something first\", \" one week leave put know time \", \" hit can move \", \"excellent spent ltgt years air force iraq afghanistan stable honest like traveling\", \" wanna watch movie\", \"ok lor thanx ãœã\\217 school\", \" class get text\", \" bus leaves ltgt \", \"god blessget good sleep dear will pray\", \"todays voda numbers ending selected receive ã¥â£award match please call quoting claim code standard rates app \", \" nice day today love dearly\", \"aiyo bit pai seh 㜠noe scared dun rem die hee become better lookin oredi leh\", \n\"aight ask roommates\", \"now whats house beer \", \" 㜠wan meet n combine parts da rest da project going\", \"getting tickets walsall tue th march mate getting sat ill pay treat want go txt bak terry\", \"yes chatting \", \"hi jess dont know work call u can im home eve xxx\", \"sian aft meeting supervisor got work liao u working now\", \" going write ccna exam week\", \"well will watch shrek db\", \" much dirty fellow\", \"dunno dats wat told ok lor\", \" probably tomorrow even later tonight somethings going \", \" say dying man feel sad will go just wanted know probably gone late night\", \n\" thinking lifting one \", \" u dun wan y u dun like already ah wat u now still eating\", \"sent ur email id soon\", \"wat makes people dearer just de happiness dat u feel u meet de pain u feel u miss dem\", \"dude teresa hope okay didnt hear people called received package since dec ltgt just thot ld like know fantastic year best reading plus can really really bam first aid usmle work done\", \"hey gorgeous man work mobile number good one babe squishy mwahs\", \"may call later pls\", \"hottest pics straight phone see getting wet wanting just xx text pics now txt costs p textoperator gga xxx\", \n\" way stay oh\", \"hello thanx taking call got job starts monday\", \" time ur flight tmr\", \" come \", \" rather prominent bite mark right cheek\", \" will september \", \" wet right now\", \" husband\", \"hack chat get backdoor entry chat rooms fraction cost reply neo call subscribe p pm dps bcm box ldn wcnxx\", \" norm tomorrow finish just cos st tests need sort library stuff point tomo got letter today access til end march better get move \", \"yeah got list u joanna feeling really anti social\", \" office na\", \" comingdown later\", \n\"super dagood replacement murali\", \"da good good player unsold\", \"hi u want join sts later meeting five call u class\", \" engalnd telly decided let watch mia elliot kissing damn \", \"free nokia motorola upto mths price linerental free xnet minstxtmth free btooth call mobileupd call optoutdwv\", \" dont want hear philosophy just say happen\", \" got job wipro will get every thing life years\", \" cant get da laptop matric card wif 㜠lei \", \"dunno da next show aft toa payoh got \", \" nd time tried contact u u won pound prize claim easy call now p per min btnationalrate \", \n\" just made payments dont much sorry want fedex way\", \" t play one day last year know even though good team like india\", \"k girl waiting reception ah\", \"say slowly god love amp need clean heart bloodsend ten special people amp u c miracle tomorrow plspls \", \" hate turns fun shopping trip annoying day everything look house\", \"sir waiting call\", \" want come online\", \" work reach consensus next meeting\", \"aiyah wait lor u entertain hee\", \" last thing ever wanted hurt think laugh embarassed delete tag keep going far knew even fact even felt like hurt shows really know messy wednesday bad problem time clean choose skype take pictures sleep want go mind things make bed throw laundry top friend house embarassed underwear bras strewn bed pillows floor something else used good least making bed\", \n\" let know kicks \", \" call now ok said call \", \"call number available appointment ask connect call waheed fathima\", \" 㜠go buy wif meet 㜠later can\", \"mmmm fuck fair know weaknesses grins pushes knees exposes belly pulls head forget know wicked smile\", \"today system sh get ready well also deep well\", \"mom wants know \", \"aight text back\", \"dont know supports ass srt thnk think ps can play usb \", \"oh ok didnt know meant yep baby jontin\", \" won guaranteed ã¥â£ cash ã¥â£ prize claim yr prize call customer service representative \", \n\" like see xxx pics hot nearly banned uk\", \"hmv bonus special pounds genuine hmv vouchers won just answer easy questions play now send hmv infowwwpercentrealcom\", \"watching tv now got new job \", \" pen thing beyond joke wont biro masters ever \", \" party alex nichols\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \"just seeing missed call dear brother gr day\", \"ok ãœã\\217 finishing soon\", \"sorry help \", \"come slave going shell unconsciously avoiding making unhappy \", \n\" love ass enjoy doggy style \", \" think asking gym excuse lazy people jog\", \"dear xxxxxxx uve invited xchat final attempt contact u txt chat pmsgrcvdhgsuitelandsrowwjhl ldn yrs \", \"urgent please call landline abta complimentary tenerife holiday ã¥â£ cash await collection sae tcs box cwwx ppm\", \" way home long dry spell season \", \" gotta collect da car lei\", \"ok knackered just came home went sleep good full time work lark\", \"probably earlier stations think \", \"call listen extreme dirty live chat going office right now total privacy one knows sic listening p min mp \", \n\"good morning plz call sir\", \"freemsg hey u just got videopic fones reply wild txt ill send u pics hurry im bored work xxx prcvd stopstop\", \"uh heads much left\", \" tot u outside cos darren say u come shopping course nice wat jus went sim lim look mp player\", \"aight sounds good want come \", \"wat u like ur birthday\", \" love working home \", \" miss vday parachute double coins u must know well\", \"sorry call later\", \" sister got placed birla soft da\", \"free entry weekly comp chance win ipod txt pod get entry std txt rate tcs apply details \", \n\"wah okie okie muz make use e unlimited haha \", \"re people mu table lambda\", \" stop old man get build snowman snow angels snowball fights\", \"ello babe u ok\", \"hello beautiful r u ok kinda ad row wiv walked pub wanted night wiv u miss u \", \" u going ikea str aft dat\", \"becoz ltgt jan whn al post ofice holiday cn go fr post oficegot duffer\", \"lol grr mom taking forever prescription pharmacy like minutes away ugh\", \" real tho sucks even cook whole electricity hungry\", \" want go \", \"new textbuddy chat horny guys ur area just p free receive search postcode gaytextbuddycom txt one name rpl stop cnl\", \n\" time month mid time\", \"fffff can text kadeem far gone\", \" leaving yet ok lor go elsewhere n eat u thk\", \" fujitsu s series lifebook good\", \"yar wanted scold u yest late already got zhong se qing u ask b ask go w u lor n u still can act real\", \"dont know bring food\", \" current food alone also\", \" sch fr dun haf da book sch home\", \"hello going village pub either come accordingly ok\", \"ok\", \" don call like ltgt times oh give us hypertension oh\", \"dont give monkeys wot think certainly mind friend mine just sleep wiv wud annoyin\", \n\"omg snow tonite\", \"call tells u call claim ã¥â£ prize u enter ur mobile personal details prompts careful\", \"free st week entry textpod chance win gb ipod ã¥â£ cash every wk txt vpod tscs wwwtextpodnet custcare \", \"carry disturbing \", \" pa tell went bath\", \"jus finished avatar nigro\", \"r u scratching \", \"hope great day\", \" either ideas know anyplaces something\", \" planning usually stops find hella weed\", \" fact cleaning shows know upset priority constantly want \", \"excellent ready moan scream ecstasy\", \n\" people dogging area now call join like minded guys arrange evening aã¥â£ minapn lsbb\", \"dude avatar d imp one point thought actually flies room almost tried hittng one reflex\", \"well done costa del sol holiday ã¥â£ await collection call now toclaim sae tcs pobox stockport skxh costã¥â£pm maxmins\", \"kk cant come search job\", \" got lousy sleep kept waking every hours see cat wanted come worry cold \", \"yeah leave couple minutes amp let know get mu\", \"can 㜠call make sure dat woken \", \"hey can go jazz power yoga hip hop kb yogasana \", \n\" battery mr adewale uncle aka egbon\", \" cant pick phone right now pls send message\", \"wait minstand bus stop\", \"oh ic thought meant mary jane\", \"haha really oh will deduct lesson tmr\", \"nah im goin wrks j wot bout u\", \" just eat shit wait ur monkey face bitch u asshole\", \"good night going sleep\", \"aight grab something eat text back mu\", \"kk cant come search job\", \"take something pain moves however side next hrs see doctor\", \"lol oh babe wont sliding place midnight thanks invite\", \"howz persons story\", \n\"guess somebody know secretly fancies wanna find give us call landline dateboxessexcmxn pmin \", \"lol awesome payback\", \" free text messages valid december \", \"yes completely formclark also utter waste\", \"honeybee said d sweetest d world god laughed amp said waitu havnt met d person reading msg moral even god can crack jokes gmgngegn\", \"thanks tescos quite nice gone now speak soon \", \" feathery bowa something guys know \", \"even cant close eyes vava playing umma d\", \" laptop noe infra slow lar wan fast one\", \n\" won guaranteed ã¥â£ award even ã¥â£ cashto claim ur award call free stop getstop php\", \"nvm ok\", \"enjoy ur life good night\", \"yes can meet town cos will go gep home text bus stop worry finished march â\\200°ã› ish\", \" askd u question hours answer\", \"thats cool cum \", \"delhi chennai still silent\", \"lol alright thinkin haha\", \"reply win ã¥â£ weekly will fifa world cup held send stop end service\", \" boat still moms check yo half naked\", \"shhhhh nobody supposed know\", \"sorry call later\", \"sorry call later meeting thing related trade please call arul ltgt \", \n\"hey will late amk need drink tea coffee\", \" wnt buy bmw car urgently vry urgent hv shortage ltgt lacs source arng dis amt ltgt lacsthats prob\", \"urgent please call landline abta complimentary tenerife holiday cash await collection sae tcs box cwwx ppm\", \" length e e top shorter n got fringe now thk going liao lazy dun wan distract u also\", \"santha num corrct dane\", \" callsmessagesmissed calls\", \"sorry call later\", \" baskets gettin full might tonight\", \"hi darlin ive just got back really nice night thanks much lift see u tomorrow xxx\", \n\" valentines huh proof fb page ugh glad really watch rupaul show tool\", \"free tones hope enjoyed new content text stop unsubscribe helpp provided tonesyoucouk\", \"eh den sat u book e kb liao huh\", \" practising curtsey\", \"shall come get pickle\", \"lol boo hoping laugh\", \"yeh def something sat\", \"well leave class babe never came back hope nice sleep love\", \"lmao fish memory need \", \" b going sch mon sis need take smth\", \"idea will soon get converted live\", \"themobyo yo yo comes new selection hot downloads members get free just click open next link sent ur fone\", \n\"ssindia going draw series many years south african soil\", \"goodmorning today late ltdecimalgt min\", \" take major roles community outreach rock mel\", \"shopping lor raining mah hard leave orchard\", \"hi birth lb oz mother baby brilliantly\", \"see forwarding message proof\", \" keep going never intention run choose rather keep room clean say visitors maybe best choice yes wanted embarassed maybe feel feel friend wants drop buy say happened morning tried everything know else \", \"dunno lei thk mum lazy go neva ask yet\", \n\" whatever want know rules talk earlier week start happening showing responsibility yet every week can bend rule way way whatever tired thia argument every week ltgt movie doesnt inlude previews still getting \", \"beautiful truth gravity read carefully heart feels light someone feels heavy someone leaves goodmorning\", \"great news call freefone claim guaranteed ã¥â£ cash ã¥â£ gift speak live operator now\", \"ambrithmaduraimet u arun dha marrgeremembr\", \"just re read shame tell takes runs will blame u ever really ever just long time \", \n\"princess kitty shaved natural\", \"better bb wont use wife will doctor\", \"ya came ago\", \" tomorrow onwards eve work\", \"anything lor toa payoh got place walk meh\", \" anybodys number still thought tactful way ask alex\", \"u can win ã¥â£ music gift vouchers every week starting now txt word draw tscs wwwldewcom skillgamewinaweek ageppermesssubscription\", \" movie theatre can go watch unlimited movies just pay \", \"u lunch alone now bored\", \"yes obviously eggspert potato headâ\\200°ã› speak soon \", \"nah man car meant crammed full people\", \n\" got new job bar airport satsgettin per hour means lie keep touch\", \"kallis ready bat nd innings\", \"thanx birthday already\", \"ugh y u just apologize admit u wrong ask take u back\", \" noe la u wana pei bf oso rite k lor days den\", \"yes small kid boost secret energy\", \"im gonna miss u much\", \" avatar supposed subtoitles\", \"simply sitting watching match office\", \" can jot things want remember later\", \"oh sorry please \", \"hey going lo lesson gym \", \"dont pack can buy storelike cereals must pack food pack gari something ja will miss\", \n\" always make things bigger \", \"ãœã\\217 dun wan watch infernal affair\", \" waking afternoon sup\", \"mths half price orange line rental latest camera phones free phone mths call mobilesdirect free update now orstoptxt\", \" can send pic like \", \"okay booked already including one bugis\", \"aight fuck get later\", \" de call time ill tell k\", \" dont use hook \", \" much blackberry bold nigeria\", \"hi home calicut\", \"hey darlin can pick u college u tell wen mt love pete xx\", \"call use ur mins calls cast pmin mob vary service provided aom just gbpmonth aom boxm er u stop ages \", \n\"oh thkin goin yogasana den nd go den can rush parco nb okie lor u call ready\", \"y late need go n get da laptop\", \"sir waiting mail\", \"please charge mobile get morning\", \"nothing got msg frm tht unknown \", \"ugh fuck resubbing eve\", \" see shadow get early spring yay\", \" one slice one breadstick lol\", \"hey want crave miss need love ahmad saeed al hallaq \", \" training tomorrow\", \"urgent mobile won ã¥â£ bonus caller prize nd attempt reach call asap boxnqp ppm\", \"pass dis ur contacts n see wat u get red luv wid u blueu put smile face purpleu r realy hot pinku r swt orange thnk lyk u green realy wana go wid u yelow wnt u bck black jealous u brown miss nw plz giv one color\", \n\"cos daddy arranging time c wat time fetch 㜠mah\", \" eldest know\", \" say hi drugdealer\", \" hard believe things like can say lie think twice saying anything \", \"eerie nokia tones u rply tone title eg tone dracula titles ghost addamsfa munsters exorcist twilight wwwgetzedcouk poboxwwq p \", \"sexy singles waiting text age followed gender wither m f egf gay men text age followed g egg\", \"good night dear sleepwellamptake care\", \" wondarfull song\", \"freemsg claim ur sms messagestext ok nowuse webmobile ur mates etc join txtcom pwk tc box lawu remove txtx stop\", \n\"yar lor actually quite fast cos da ge slow wat haha\", \"must come later normally bathe da afternoon mah\", \"trust even \", \"hey hunonbus goin meet wants go meal donyt feel like cuz get last bus home hes sweet latelyxxx\", \" freeringtonereply real\", \" can take like noon\", \" opening mca\", \" aight wats happening side\", \" done oredi\", \" sweet well princess please tell likes dislikes bed\", \" wish great semester\", \"moji love words rich day\", \"dude like buff wind\", \"alright babe\", \"well done england get official poly ringtone colour flag yer mobile text tone flag now opt txt eng stop box wwx ã¥â£\", \n\" give everything want need actually better yor got money get work get man pay rent even fill fucking gas tank yes stressed depressed even call home thanksgiving cuz tell m nothing\", \"skallis wont play first two odi\", \" get cash together text jason\", \"oh love soooo good hear omg missed much today sorry problems provider thank tming \", \"final chance claim ur ã¥â£ worth discount vouchers today text yes now savamob member offers mobile t cs savamob pobox muz ã¥â£ subs \", \"private account statement shows unredeemed bonus points claim call identifier code expires\", \n\"probably want pick \", \" done\", \" cutest girl world \", \" dice art class thru thanks though idea time come tomorrow\", \"sms services inclusive text credits pls goto wwwcomuknet login unsubscribe stop extra charge help po box ip \", \"oh howda gud gud mathe en samachara chikku\", \" thk lor dunno can get tickets wat u now\", \"audrie lousy autocorrect\", \" site simulate test just gives tough questions test readiness\", \"anyway seriously hit back otherwise light armand always shit vomiting\", \" fetch yun u fetch\", \n\"thank like well\", \"hmmm imagine come home rub feet make dinner help get ready date sure ready kind life \", \"freeday sexy st georges day pic jordantxt pic dont miss every wk saucy celeb pics c pocketbabecouk ã¥â£wk\", \"lara said can loan ltgt \", \" spare power supplies\", \"yar quite clever aft many guesses lor got ask bring thk darren willing go aiya thk leona still attach wat\", \" winner specially selected receive ã¥â£ cash ã¥â£ award speak live operator claim call pm cost p\", \"yeah go bed back midnight\", \n\"sunshine hols claim ur med holiday send stamped self address envelope drinks us uk po box bray wicklow eire quiz starts saturday unsub stop\", \"well available washob nobbing last night ask nickey platt instead \", \" time week ryan\", \"wish u many many returns day happy birthday vikky\", \"u can win ã¥â£ music gift vouchers every week starting now txt word draw tscs wwwidewcom skillgame winaweek age ppermesssubscription\", \" hope know still mad \", \"argh g spotty anyway thing remember research province sterling problemfree places looked \", \n\" xam hall boy asked girl tell starting term dis answer can den manage lot hesitation n lookin around silently said intha ponnungale ipaditan\", \" know result\", \" congratulations weeks competition draw u won ã¥â£ prize claim just call b tcsstop sms ppm\", \"beautiful truth gravity read carefully heart feels light someone feels heavy someone leaves good night\", \"sorry im getting now feel really bad totally rejected kinda thing\", \" got shitload diamonds though\", \"tessypls favor pls convey birthday wishes nimyapls dnt forget today birthday shijas\", \n\"well going aunty\", \"mine like fr china noisy\", \"later guess needa mcat study \", \"s training manual show tech process password reset troubleshooting\", \" bu voucher wc marsms log onto wwwbutelecom discount credit opt reply stop customer care call \", \"spoke uncle john today strongly feels need sacrifice keep going call beg just listen dont make promises make clear things easy need please let us work things long keep expecting help creativity will stifled pls just keep happy promises part\", \" started searching will get job days great potential talent\", \n\"carlos took leave minute\", \"well done luv ya \", \" came hostel\", \"k still loving \", \" juz remembered gotta bathe dog today\", \" drug will able eat\", \"alright took morphine back yo\", \" see requirements please\", \" stayin trouble strangersaw dave day heã¥ã•s sorted nowstill bloke u gona get girl mrur mum still thinks will get getha \", \"freemsg hey buffy love satisfy men home alone feeling randy reply c pix qlynnbv helpp msg send stop stop txts\", \"sunshine hols claim ur med holiday send stamped self address envelope drinks us uk po box bray wicklow eire quiz starts saturday unsub stop\", \n\" can collect ur laptop\", \"ok can later showing around want cld drink wld prefer spend money nosh mind nxt wk\", \" will get home\", \"waaaat lololo ok next time \", \" tables occupied waiting tree\", \" surely dont forgot come will always touch \", \"hi kindly give us back documents submitted loan stapati\", \" dont shall buy one dear\", \"oh god happy see message days\", \" year many miles\", \"hey cutie goes wales kinda ok like hills shit still avent killed \", \"sad story man last week bday wife nt wish parents forgot n kids went work even colleagues wish entered cabin pa said happy bday boss felt special askd lunch lunch invited apartment went said u mind go bedroom minute ok sed sexy mood came minuts latr wid caken wife parents kidz friends n colleagues screaming surprise waiting sofa naked\", \n\" think go honesty road call bank tomorrow tough decisions make us great people\", \"free st week nokia tone ur mob every week just txt nokia get txting tell ur mates zed pobox wwq normptone \", \" specialisation can work slave labor will look month sha cos shakara beggar\", \" replying boye changed phone number\", \" go write msg put dictionary mode cover screen hand press ltgt gently remove ur hand interesting\", \"hi darlin im way london just smashed another driver big dent im really missing u u xxx\", \"nothing really just making sure everybodys speed\", \n\" coming home dinner\", \"thank way just lost\", \"yes good crickiting mind\", \"thx will well months\", \"shop till u drop either k k ã¥â£ cash ã¥â£ travel voucher call now ntt po box crbt fixedline cost ppm mobile vary\", \"can please come now imin towndontmatter urgoin outlr\", \" wont wats wit guys\", \"yavnt tried yet never played original either\", \"hiya good day spoken since weekend\", \"see thought \", \" work please call\", \"get ready moan scream \", \"oh k got job whats \", \" dont think need going late school night especially one class one missed last wednesday probably failed test friday\", \n\" popping ltgt ibuprofens help\", \"babe goes day sip cappuccino think love send kiss across sea\", \"ok\", \"ps u ur grown now right\", \"chinatown got porridge claypot rice yam cake fishhead beehoon either eat cheap den go cafe n tok go nydc somethin\", \" know people can hit fuck yes\", \"purity friendship two smiling reading forwarded message smiling just seeing name gud evng\", \" anything specific regards jaklin idk fuck\", \"oh god gonna google nearby cliffs now\", \"free camera phones linerental month cross ntwk mins price txt bundle deals also avble call calloptoutj mf\", \n\"yup shd haf ard pages add figures ãœã\\217 got many pages\", \"ooh got gonna start belly dancing moseley weds u want join cafe \", \"thankyou much call appreciate care\", \"congrats treat pending mail dayswill mail thrurespect mother homecheck mails\", \" called one pick e phone ask already said ok\", \"hi email address changed now \", \"valuable ffectionate loveable eternal noble truthful ntimate natural enamous happy valentines day advance\", \" much just textin bout \", \"bring got \", \" movie call wat\", \" sure stomach \", \n\"haha can dinner cousin\", \" boy late home father power frndship\", \" man carlos definitely coming mu tonight excuses\", \"soon will real thing princess make wet \", \"rajipls favour pls convey birthday wishes nimya pls today birthday\", \"haha legs neck killing amigos hoping end night burn think swing like hour\", \"urgent mobile xxxxxxxxx won ã¥â£ bonus caller prize nd attempt reach call asap boxnqp ppm\", \"usually body takes care buy making sure doesnt progress can pls continue talk saturday\", \"urgent costa del sol holiday ã¥â£ await collection call now toclaim sae tc s pobox stockport skxh costã¥â£pm maxmins\", \n\"hmm well night night \", \"just wanted say holy shit guys kidding bud\", \"just gettin bit arty collages mo well tryin ne way got roast min lovely shall enjoy \", \" one days billion classes right\", \"goodmorning today late hrs back pain\", \"ok let noe later n ask call u tmr\", \"prabha sorydarealyfrm heart sory\", \"ok waliking ard now u wan buy anything go ur house\", \" will two cartons u pleased shelves\", \"nice talking please dont forget pix want see \", \" won guaranteed ã¥â£ cash ã¥â£ prize claim yr prize call customer service representative pm cost p\", \n\" really quite funny lor wat u shd haf run shorter distance wat\", \" notice like looking shit mirror youre turning right freak\", \"great getting worried just know wonderful caring person like will best life know u r wonderful gods love \", \"thanks ringtone order ref number k mobile will charged ã¥â£ tone arrive please call customer services \", \" prefer free days tues wed fri oso can ãœã\\217 ask workin lor\", \"alrite jod hows revision goin keris bin doin smidgin n e way u wanna cum collegexx\", \" belive come home\", \n\"oh kk take test\", \" exact intentions\", \"haha money leh later got go tuition haha looking empty slots driving lessons\", \"hey thk juz go accordin wat discussed yest lor except kb sun cos nt much lesson go attend kb sat\", \"k wen ur free come home also tel vikky hav sent mail also better come evening il free today aftr pm\", \"nothing just getting msgs dis name wit different s\", \"good morning plz call sir\", \" room number wanna make sure knocking right door\", \"sicomo listenedthe plaid albumquite gd new air hilariousalso boughtã¥ã“braindanceã¥ã“ compofstuff aphexã¥ã•s abel\", \n\"pls tell nelson bbs longer comin money expecting aint coming\", \"give something drink takes vomit temp might drop unmits however let know\", \"think sent text home phone cant display texts still want send number \", \"every day use sleep ltgt \", \"k call close\", \"u buy newspapers already\", \"nope wif sis lor aft bathing dog can bathe looks like going rain soon\", \"boo way moms making tortilla soup yummmm\", \" management puzzeles\", \" find way include details\", \"hi ya babe x u goten bout scammers getting smartthough regular vodafone respond get prem rate msgsubscription nos used also beware\", \n\"back work morro half term can u c nite sexy passion b go back chat now luv dena calls ã¥â£minmobsmorelkpoboxhpfl\", \"will like spoiled \", \"thanks ringtone order ref number r mobile will charged ã¥â£ tone arrive please call customer services \", \" getting threats sales executive shifad raised complaint official message\", \"hope things went well doctors reminds still need go u c d little thing left lounge\", \"den wat will e schedule b lk sun\", \"lol enjoy role playing much\", \"ok watching tv \", \" just lov line hurt truth\", \n\"just checked heading drop stuff now\", \" got lots hair dresser fr china\", \"sad story man last week bday wife nt wish parents forgot n kids went work even colleagues wish\", \"ill call evening ill ideas\", \"splashmobile choose s gr tones wk subscrition service weekly tones costing p u one credit kick back enjoy\", \" show wot say u c dust\", \" take ltgt min\", \" heard u call rude chat private line cum wan c pics gettin shagged text pix end send stop sam xxx\", \"ok now bus come soon will come otherwise tomorrow\", \n\" cant pick phone right now pls send message\", \"forwarded free entry ã¥â£ weekly comp just send word enter now tc wwwtextcompcom\", \"finish liao u\", \" lost pound help\", \"haha think \", \"u know watchin lido\", \"life spend someone lifetime may meaningless moments spent someone really love means life \", \"haha awesome u couple times s coming\", \"cold dont sad dear\", \"think stop like hour roommates looking stock trip\", \" telly brdget jones\", \"love aathilove u lot\", \"hello r u im bored inever thought id get bored tv tell something exciting happened anything \", \n\"hmmbad newshype park plaza studio taken left bedrm\", \"sorry call later meeting\", \"r 㜠comin back dinner\", \" hav almost reached call m unable connect u\", \" waited yesterday\", \" reach home safe n sound liao\", \"velly good yes please\", \"hi wkend ok journey terrible wk good huge back log marking \", \" two letters will copy cos one message speak soon\", \"alex knows guy sells mids south tampa think set like \", \"dont message offer\", \" mobile mths update free oranges latest colour camera mobiles unlimited weekend calls call mobile upd freefone stoptx\", \n\"hey babe u doin wot u nite love annie x\", \"remind get shall \", \" v romantic\", \"hello damn christmas thing think decided keep mp doesnt work\", \" new message please call \", \"hi darlin im missin u hope good time u back time u can give call home jess xx\", \"forwarded hi mailbox messaging sms alert messages matches please call back retrieve messages matches\", \"draw va dont think \", \"dont pick d call something important tell hrishi\", \"congrats year special cinema pass call now c suprman v matrix starwars etc free bxip pm dont miss \", \n\"nothin comes mind ãœã\\217 help buy hanger lor ur laptop heavy\", \"ltgt guess easy enough\", \" can make baby yo tho\", \" tell friend come round til like ltgt ish\", \"friendship poem dear o dear u r near can hear dont get fear live cheer tear u r always dear gud ni\", \"still area restaurant ill try come back soon\", \"aight ll work thanks\", \"win year supply cds store ur choice worth ã¥â£ enter ã¥â£ weekly draw txt music tscs wwwldewcomsubswinppmx\", \"moby pub quizwin ã¥â£ high street prize u know new duchess cornwall will txt first name unsub stop ã¥â£ sp arrow\", \n\" sleeping bags blanket paper phone details anything else\", \" won nokia get win free auction take part send nokia now hgsuitelands rowwjhl \", \"congratulations thanks good friend u won ã¥â£ xmas prize claim easy just call now p per minute btnationalrate\", \"tddnewsletteremccouk games thedailydraw dear helen dozens free games great prizeswith\", \" guys \", \"also chat awesome make regular unless can see person\", \" significant dont worry\", \" cause old live high\", \"waqt se pehle naseeb se zyada kisi ko kuch nahi miltazindgi wo nahi jo hum sochte hai zindgi wo hai jo ham jeetey hai\", \n\" way office da\", \" place want da\", \" pain come worse time\", \"ok\", \" stalking u\", \"sorry dude dont know forgot even dan reminded sorry hope guys fun\", \"ok lor\", \"apps class varaya elaya\", \" xmas story peace xmas msg love xmas miracle jesus hav blessed month ahead amp wish u merry xmas\", \"urgent mobile number won ã¥â£ bonus caller prize nd attempt reach call asap box nqp ppm\", \" day asked anand number \", \" surfing online store offers want buy thing\", \"long beach lor expected u dinner now\", \" home way\", \n\" fine thanks\", \" happen tell truth\", \" like italian food\", \" weird know one point\", \"aww must nearly deadwell jez iscoming todo workand whilltake forever\", \"tell friends plan valentines day lturlgt\", \"alright see bit\", \"cheers message zogtorius iã¥ã•ve staring phone age deciding whether text \", \" will take care financial problem will help\", \"tell dear happen talking like alian\", \"double mins txts orange price linerental motorola sonyericsson btooth freenokia free call mobileupd oroptouthvd\", \" go write msg put dictionary mode cover screen hand press ltgt gently remove ur hand interesting\", \n\"okie\", \"hi yijue can meet u tmr\", \" posible dnt live ltgt century cm frwd n thnk different\", \" dint slept afternoon\", \" seems unnecessarily affectionate\", \"yar else thk sorts funny things\", \" will place man\", \"download many ringtones u like restrictions s choose u can even send yr buddys txt sir ã¥â£ \", \"thats cool day\", \"please call immediately urgent message waiting \", \"r going ltgt bus\", \"hello love went day alright think sweet send jolt heart remind love can hear screamed across sea world hear ahmad al hallaq loved owned possessive passionate kiss\", \n\" joined today \", \"okay well thanks clarification\", \" talk others probably just come early tomorrow \", \"spook mob halloween collection logo pic message plus free eerie tone txt card spook zed p per logopic\", \" money issue weigh thanks can breathe easier now ll make sure dont regret thanks\", \"hi sorry missed call can pls call back\", \" hope settled new school year just wishin gr day\", \"fantasy football back tv go sky gamestar sky active play ã¥â£k dream team scoring starts saturday register nowsky opt \", \n\"ok need tell anything going sleep good night\", \"ok try week end course coimbatore\", \"tone club subs now expired resub reply monoc monos polyc polys weekly p per week txt stop stop msg free stream \", \"v nice sheffield tom air opinions categories b used measure ethnicity next census busy transcribing \", \" r home come within min\", \" boy loved gal propsd bt didnt mind gv lv lttrs bt frnds threw thm d boy decided aproach d gal dt time truck speeding towards d gal wn hit d girld boy ran like hell n saved asked hw cn u run fast d boy replied boost d secret energy n instantly d girl shouted energy n thy lived happily gthr drinking boost evrydy moral d story hv free msgsd gud ni\", \n\" day 㜠say 㜠cut ur hair paragon called hair sense 㜠noe much hair cut \", \"hmm many unfortunately pics obviously arent hot cakes kinda fun tho\", \"watching tv lor y funny bluff wat izzit thk impossible us\", \"xmas prize draws trying contact u todays draw shows won ã¥â£ prize guaranteed call land line valid hrs \", \"dunno lei neva say\", \"thanx day u r goodmate think ur rite sary asusual u cheered love u franyxxxxx\", \" way home went change batt watch go shop bit lor\", \"yes place town meet exciting adult singles now uk txt chat now pmsg\", \n\"hi mobile ltgt added contact list wwwfullonsmscom s great place send free sms people visit fullonsmscom\", \"good evening sir hope nice day wanted bring notice late paying rent past months pay ltgt charge felt inconsiderate nag something give great cost didnt speak however recession wont able pay charge month hence askin well ahead months end can please help thank everything\", \" let want house \", \"best line said love will wait till day can forget u day u realize u forget gn\", \" will reach ten morning\", \n\" pussy perfect\", \"sorry call later\", \"someone contacted dating service entered phone becausethey fancy find call landline pobox wrg p\", \" message responce happend\", \"also piece\", \"wiskey brandy rum gin beer vodka scotch shampain wine kudiyarasu dhina vaazhthukkal \", \"boo things back home little bored already \", \"first gained ltgt kg since took second done blood sugar tests ok blood pressure within normal limits worries\", \"pick ur fone now u dumb\", \"thanks da thangam feel happy dear also miss da\", \n\"okey doke home dressed cos laying around ill speak later bout times stuff \", \" run away frm u walk slowly amp kills u care enough stop \", \"babe back come back \", \"well told others marry \", \"neshanthtel r u\", \"yo yo yo byatch whassup\", \"oh kay sat right\", \"hi roger cl \", \"babe u want dont u baby im nasty thing filthyguys fancy rude time sexy bitch go slo n hard txt xxx slomsgs\", \"oh oh wasted den muz chiong sat n sun liao\", \"jesus christ bitch trying give drugs answer fucking phone\", \"please give will pick tuesday evening ok\", \n\" meeting darren\", \"one best dialogue cute reltnship wen die\", \"solve d case man found murdered ltdecimalgt ltgt afternoon wife called police police questioned everyone wife sir sleeping murder took place cook cooking gardener picking vegetables housemaid went d post office children went play neighbour went marriage police arrested d murderer immediately reply reason u r brilliant\", \"dear will reach \", \"aww first time u said u missed without asking missed u first love \", \"ok thanx gd nite 㜠\", \"come right now ahmad\", \n\" know u u know send chat now find pmsg rcvd hgsuitelandsrowwjhl ldn years \", \"lol please actually send pic right now wanna see pose comb hair dryer something\", \"o fps \", \"huh means computational science y like dat one push n \", \" read love answered \", \"oh lk tt den take e one tt ends cine lor dun wan yogasana oso can \", \"madamregret disturbancemight receive reference check dlf premaricakindly informedrgdsrakheshkerala\", \"sms services inclusive text credits pls gotto wwwcomuknet login qxj unsubscribe stop extra charge help comukcm ae\", \n\"oic better quickly go bathe n settle \", \"err cud going pm got way contact \", \" bloo bloo bloo miss first bowl\", \"lmao fun\", \"oh k k big hitteranyway good\", \"hey almost forgot happy bday babe love ya\", \"valentines day special win ã¥â£ quiz take partner trip lifetime send go now pmsg rcvd custcare\", \" think can move ltgt week\", \"s find sent offline message know anjolas now\", \"guess first time created web page wwwasjesuscom read wrote waiting opinions want friend \", \" txting driving\", \" good lets thank god please complete drug lots water beautiful day\", \n\"really dun bluff leh u sleep early nite\", \"indians r poor india poor country says one swiss bank directors says ltgt lac crore indian money deposited swiss banks can used taxless budget ltgt yrs can give ltgt crore jobs indians village delhi lane roads forever free power suply ltgt social projects every citizen can get monthly ltgt ltgt yrs need world bank amp imf loan think money blocked rich politicians full rights corrupt politicians itna forward karo ki pura india padhegm\", \"uncle boye need movies oh guide plus know torrents particularly legal system slowing gr day plus started cos dont meet online honey moon\", \n\"oh ya ya remember da \", \"btw regarding really try see anyone else can th guy commit random dude\", \" ur chance win ã¥â£ cash every wk txt play tscs wwwmusictrivianet custcare xpwk\", \" busy juz dun wan go early hee \", \"rightio well arent bright early morning\", \"great church now will holla get \", \"back brum thanks putting us keeping us happy see soon \", \" donno scorable\", \"ltgt great loxahatchee xmas tree burning update can totally see stars \", \"yes dont care need bad princess\", \" guy kadeem selling since break know one guy paranoid fuck like selling without til late tonight\", \n\"sorry call later\", \"tmr 㜠brin lar aiya later come n c lar mayb 㜠neva set properly 㜠got da help sheet wif ãœ\", \" u knw dis ltgt \", \" dun believe wat\", \"kgive back thanks\", \" know complain num bettr directly go bsnl offc nd apply \", \"okay seen pick friday\", \" much payed suganya\", \"left dessert u wan go suntec look u\", \"abeg make profit start using get sponsors next event\", \"onum ela pa normal \", \"kk sister kids\", \"cool text way\", \"nope meanwhile talk say make greet \", \" cant talk now will call candont keep calling\", \n\"anything lar\", \"rose needs water season needs change poet needs imagination phone needs ur sms need ur lovely frndship forever\", \"good afternoon babe goes day job prospects yet miss love sighs \", \" will pick drop car problem\", \"s think waste rr\", \" world famamus\", \" coming friday leave pongal get news work place\", \"lol well without big sale together\", \" way\", \"eat old airport road now oredi got lot pple\", \"sry talk phone parents\", \"final chance claim ur ã¥â£ worth discount vouchers today text yes now savamob member offers mobile t cs savamob pobox muz ã¥â£ subs \", \n\"ok lor wat time 㜠finish\", \"princess like make love ltgt times per night hope thats problem\", \"mm way railway\", \" dnt wnt tlk wid u\", \" done sorry hope next space gives everything want remember furniture around move just lock locks leave key jenne\", \" yet just like keep touch will easiest way barcelona way ru house\", \"sppok ur mob halloween collection nokia logopic message plus free eerie tone txt card spook \", \"urgent call landline complementary tenerife holiday ã¥â£ cash await collection sae tcs po box wa px ppm sender hol offer\", \n\"k evening daurgent\", \"pansy living jungle two years driving worried \", \"mm kanji dont eat anything heavy ok\", \" promise getting soon can text morning let know made ok\", \"lol different go trying find every real life photo ever took\", \" dont thnk wrong calling us\", \"k ill drinkpa need srs model pls send mail id pa\", \"aiyah e rain like quite big leh drizzling can least run home\", \" docs appointments next week tired shoving stuff ugh normal body\", \"dun b sad dun thk abt already concentrate ur papers k\", \n\"greetings consider excused\", \" drama pls enough family struggling hot sun strange place reason ego going invited actually necessity gowait serious reppurcussions\", \" released another italian one today cosign option\", \" mu try figure much money everyone gas alcohol jay trying figure weed budget\", \"winner valued network customer hvae selected receive ã¥â£ reward collect call valid hours aclpm\", \"hcl chennai requires freshers voice processexcellent english neededsalary upto ltgt call mssuman ltgt telephonic interview via indyarockscom\", \n\"dai da can send resume id\", \" know ltgt around \", \"yup finished c 㜠\", \"remember ask alex pizza\", \" datoday also forgot\", \"ola get back maybe today ve told can direct link us getting cars bids online arrange shipping get cut u partnership u invest money shipping takes care restuwud b self reliant soon dnt worry\", \"fwiw reason around time smoke gas can afford around someone tells apparently happens somebody wants light \", \"hello boytoy made home constant thought love hope nice visit wait till come home kiss\", \n\"congrats kanowhr s treat maga\", \" u talking \", \"yup\", \"ok\", \"u wake already wat u u picking us later rite taking sq reaching ard smth like dat u can check e arrival time c ya soon\", \"yunny walking citylink now 㜠faster come hungry\", \"er yep sure props\", \"hiya u paying money account thanks got pleasant surprise checked balance u c get statements acc\", \"u won nokia plus free digital camera u get u win free auction take part send nokia now poboxtcrw \", \"ok ill send ltdecimalgt ok\", \"bognor splendid time year\", \n\"yes office da\", \"sorry call later\", \"joys father john john name joys father mandan\", \"ok ask abt e movie u wan ktv oso\", \"misplaced number sending texts old number wondering heard year best mcat got number atlanta friends\", \"sorry call later\", \"dunno lei might b eatin wif frens 㜠wan eat wait 㜠lar\", \"sorry call later\", \"free entry ã¥â£ weekly comp just send word win now tc wwwtxttowincouk\", \"say slowly god love amp need clean heart bloodsend ten special people amp u c miracle tomorrow plspls \", \n\" u noe send files computers\", \"mmmmm loved waking words morning miss love hope day goes well happy wait us together \", \"jay says put ltgt\", \"can just come sec somebody want see\", \" sun anti sleep medicine\", \" happening gotten job begun registration permanent residency\", \"yup ok\", \"glad went well come plenty time claire goes work\", \"ok enjoy r u home\", \"can pls pls send mail know relatives coming deliver know costs risks benefits anything else thanks\", \" like\", \" y haf combine n c lor\", \" monthly amount terrible will pay anything till months finishing school\", \n\"hmmm many players selected\", \" said gonna snow will start around pm tonite predicting inch accumulation\", \" dont can send plus mode\", \"aiyo please 㜠got time meh\", \"package programs well\", \" sister belongs family d hope tomorrow pray fated d shoranur train incident lets hold hands together amp fuelled love amp concern prior grief amp pain pls join dis chain amp pass stop violence women\", \" guys asking get slippers gone last year\", \"company goodenvironment terrific food really nice\", \"text get ringtones logos games wwwtxtcom questions infotxtcouk\", \n\"honestly just made lovely cup tea promptly dropped keys burnt fingers getting \", \"yup studying surfing lor e lazy mode today\", \"please sen kind advice please come try\", \" done c 㜠\", \"oh fine tonight\", \"ãœã\\217 give time walk \", \" reach ard mins ok\", \"freemsg awarded free mini digital camera just reply snap collect prize quizclub opt stop pwk sprwm ph\", \"fuck babe happened come never came back\", \" message brought gmw ltd connected \", \" friends want drive em someplace probably take \", \" also thk fast xy suggest one u dun wan ok going rain leh got gd\", \n\" still getting goods\", \" maybe pressies\", \"yeah leave maybe ish\", \"kk also fine will complete course\", \" sea lays rock rock envelope envelope paper paper words \", \" told dr appt next week thinks gonna die told just check nothing worried listen\", \" room need \", \" dont want hear anything\", \"hey leave friday wait will ask superior tell \", \"ultimately tor motive tui achieve korli\", \" work timing\", \"â\\200°ã› donâ\\200°ã›ã·t worry weâ\\200°ã›ã·ll finished march â\\200°ã› ish\", \" house water dock boat rolled newscaster dabbles jazz flute behind wheel\", \n\"congrats mobile g videophones r call now videochat wid ur mates play java games dload polyph music noline rentl bx ip p\", \" next amazing xxx picsfree video will sent enjoy one vid enough day text back keyword picsfree get next video\", \"now thats going ruin thesis\", \" sch neva mind u eat st lor\", \"hey whats u sleeping morning\", \"erm thought contract ran theth october\", \" dunno lets go learn pilates\", \"u subscribed best mobile content service uk ã¥â£ per ten days send stop helpline \", \"yup elaborating safety aspects issues\", \n\" free tarot texts find love life now try free text chance free msgs ã¥â£ \", \"goodmorning today late hr\", \"hi happy birthday hi hi hi hi hi hi hi\", \" will outside office take \", \" respond imma assume still asleep imma start calling n shit\", \"aight see bit\", \" superior telling friday leave department except will leave way call waheed fathima hr conform \", \"join uks horniest dogging service u can sex nite just sign follow instructions txt entry now nytecalpmsgp\", \"lol take member said aunt flow visit months cause developed ovarian cysts bc way shrink \", \n\"still work going small house\", \" friend just got says upping order grams got ltgt can get \", \"tmr timin still da wat cos got lesson \", \"thatâ\\200°ã›ã·s thing apes u can fight death keep something minute u let go thats \", \"sunshine quiz wkly q win top sony dvd player u know country liverpool played mid week txt ansr ã¥â£ sptyrone\", \" gonna able late notice home weeks anyway plans\", \"got fujitsu ibm hp toshiba got lot model say\", \"okie thanx\", \"gosh pain spose better come \", \" usualiam fine happy amp well\", \n\"okie\", \" gonna get rimac access \", \"im arestaurant eating squid will wanna dosomething late\", \" call times job today ok umma ask speed \", \"hello ucall wen u finish wrk fancy meetin wiv u tonite need break dabooks hrs last nite today wrk\", \"r u sam p eachother meet can go house\", \" yeah lol luckily starring role like \", \"hello madam \", \"awesome text restocked\", \" usualiam fine happy amp well\", \"knock knock txt whose enter r weekly draw ã¥â£ gift voucher store yr choice tcs wwwtklscom age stoptxtstopã¥â£week\", \n\"yes innocent fun o\", \"thanks sending mental ability question\", \"sir hope day going smoothly really hoped wont bother bills settle month extra cash know challenging time also let know\", \"marrow wed ltgt aha\", \" went ur hon lab one \", \" cant pick phone right now pls send message\", \"hey pple nightsexcellent location wif breakfast hamper\", \"forwarded hi mailbox messaging sms alert matches please call back retrieve messages matches ccpmin\", \" come\", \"lol nah bad thanks good b home quite reality check hows ur day u anything website\", \n\"ok lor\", \" coming home dinner\", \"s daal r ltgt\", \"free ring tone just text polys every week get new tone yrs ã¥â£wk\", \"unni thank dear rechargerakhesh\", \" know lacking particular dramastorms details part worried \", \"haha cant tmr forfeit haha \", \"hey glad u r better now hear u treated urself digi cam good r pm fab new year c u coupla wks\", \" way going back \", \"urgent mobile xxx won ã¥â£ bonus caller prize nd attempt reach call asap boxnqp ppm\", \" will cal sir meeting\", \" love hear v see sundayish \", \n\"sorry da thangam sorry held prasad\", \"tiwary rcbbattle bang kochi\", \"thank god bed\", \" cancer moms making big deal regular checkup aka pap smear\", \" gobi arts college\", \" wants talk \", \"pandy joined w technologies today got job\", \" guaranteed latest nokia phone gb ipod mp player ã¥â£ prize txt word collect ibhltd ldnwh pmtmsgrcvd\", \" can try can get lost fact tee hee\", \"hi just spoke maneesha v like know satisfied experience reply toll free yes \", \" friends use call \", \"sorry call later\", \"em olowoyey uscedu great time argentina sad secretary everything blessing\", \n\"s taxt massagetiepos argh ok lool\", \"hi can please get ltgt dollar loan ll pay back mid february pls\", \" might want pull just case just plan spending can much confidence derek taylors money management\", \" like shaking booty dance floor\", \"text get call phones problems\", \" need drug anymore\", \"sorry da thought calling lot timeslil busy will call noon\", \" sarcasm nt scarcasim\", \"great run now ttyl\", \"feel like trying kadeem v\", \"dai ltgt naal eruku\", \" yet chikkuwat abt u\", \"ok\", \"want finally lunch today\", \n\" know dad will back\", \"hello darling today love chat dont tell look like sexy\", \" free st week nokia tone ur mob every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox w wq norm ptone \", \" remains bro amongst bros\", \"r u meeting da ge nite tmr\", \" nice day impressively sensible went home early now feel fine just boring remember\", \" de looking good \", \"wanna get laid nite want real dogging locations sent direct ur mobile join uks largest dogging network txt park now nyt eca lp ã¥â£msg\", \n\" tried contact re response offer new nokia fone camcorder hit reply call delivery\", \"yes replied mail going management office later plus will bank later also wednesday\", \" cool come like ltgt ish\", \"super msg danalla timing\", \"good afternoon boytoy feeling today better hope good boy obedient slave please queen\", \" ft will good combination\", \" sick needy want pouts stomps feet pouts stomps feet want slave want now \", \" train back northampton afraid \", \" abj serving staying dad alone\", \" playng doors game gt racing phone lol\", \n\"new tones week include mcfly ab sara jorgeshock will smithswitch order follow instructions next message\", \"solve d case man found murdered ltdecimalgt ltgt afternoon wife called police police questioned everyone wife sir sleeping murder took place cook cooking gardener picking vegetables housemaid went d post office children went play neighbour went marriage police arrested d murderer immediately reply reason u r brilliant\", \" da bus going home\", \" got call landline number asked come anna nagar will go afternoon\", \n\" okay chasing dream good next\", \"yupz oredi booked slots weekends liao \", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim c valid hrs \", \" r many modelsony ericson also der ltgt luks good bt forgot modl \", \"okie\", \"yes know cheesy songs frosty snowman \", \"ya ok vikky vl c witin ltgt mins il reply u\", \"sports fans get latest sports news str ur mobile wk free plus free tone txt sport wwwgetzedcouk norm txtp \", \"hey tmr meet bugis \", \"urgent urgent free flights europe give away call b th sept take friend free call now claim bannfwflyppm\", \n\" nice new shirts thing can wear nudist themed mu\", \"hey sexy buns day word morning ym think \", \" whenever see can still hook \", \"nope going home now go pump petrol lor like going rain soon\", \"can use foreign stamps whatever send \", \" lost ã¥â£ help\", \"oh baby house come dont new pictures facebook\", \"feb ltgt love u day send dis ur valued frnds evn comes back ull gt married d person u luv u ignore dis u will lose ur luv evr\", \"hiya sorry hav signal seen heard neither unusual put case get sort hugs snogs\", \n\"omw back tampa west palm hear happened\", \"yup already thanx printing n handing \", \"freemsg fancy flirt reply date now join uks fastest growing mobile dating service msgs rcvd just p optout txt stop reply date now\", \" mean come chase stated can watch many movies want\", \"s now took tablets reaction morning \", \"great new offer double mins double txt best orange tariffs get latest camera phones free call mobileupd free now stoptxt tcs\", \"nah perpetual dd\", \"sorry de went shop\", \"hope enjoyed new content text stop unsubscribe helpp provided tonesyoucouk\", \n\"wen ur lovable bcums angry wid u dnt take seriously coz angry d childish n true way showing deep affection care n luv kettoda manda nice day da\", \"hey still want go yogasana coz end cine can go bathe hav steam bath\", \"nope drivin neva develop da photos lei\", \" thinking going reg pract lessons flung advance haha wat time u going\", \"cool ltgt inches long hope like big\", \"housemaid murderer coz man murdered ltgt th january public holiday govtinstituitions closedincluding post officeunderstand\", \"okie thanx\", \n\" days euro kickoff u will kept informed latest news results daily unsubscribe send get euro stop \", \"go n buy juz buy get lar\", \"ok lor\", \" working technical support voice process\", \" justbeen overa week since broke already brains going mush\", \"tunde just wishing great day abiola\", \"nope c 㜠\", \" medical missions nigeria\", \" movies laptop\", \"whatsup dont u want sleep\", \"urgent please call landline ã¥â£ cash luxury canary islands holiday await collection tcs sae award maq ppm â\\200°ã›ã\\217\", \"urgent please call landline complimentary lux costa del sol holiday ã¥â£ cash await collection ppm sae tcs james ehrr\", \n\" havent lei next mon can\", \"mm feeling sleepy today shall get dear\", \" dare stupid wont tell anything hear wont talk \", \" 㜠noe ben going\", \"can mag meeting avo point\", \" meant middle left right\", \"really crashed cuddled sofa\", \"hi chachi tried calling u now unable reach u pl give missed cal u c tiz msg kanagu\", \" sent prices mean ltgt g\", \" much buzy\", \"nothing can\", \" know u u know send chat now find pmsg rcvd hgsuitelandsrowwjhl ldn years \", \" working ringing u thing whole houseful screaming brats pulling hair loving u\", \n\" family responding anything now room went home diwali one called coming makes feel like died\", \"tick tick tick babe\", \"r 㜠going todays meeting\", \"k da many page want\", \"ya just nowonion roast\", \"send number give reply tomorrow morning said like ok\", \" said now problem can let know\", \"ok tell half hr b u come need prepare\", \"play w computer aiyah tok u lor\", \"sat right okay thanks \", \"derp worse dude always wants party dude files complaint three drug abusers lives \", \"ok chinese food way get fat paying lipo\", \n\" r outside already\", \" good trip watch remember get back must decide easter\", \"yo watching movie netflix\", \" time iâ\\200°ã›ã·m prob \", \"can meh thgt will clash really ah dun mind dun seen lost weight gee\", \" dont thnk wrong calling us\", \" sure night menu know noon menu\", \"arr birthday today wish get oscar\", \"say slowly god love amp need clean heart bloodsend ten special people amp u c miracle tomorrow plspls \", \"open rebtel firefox loads just put plus sign user name place will show two numbers lower number number pick number pin will display okay\", \n\" picking various points\", \"married local women looking discreet action now real matches instantly phone text match msg cost p stop txt stop bcmsfwcnxx\", \"wow v v impressed funs shopping\", \" way ur home\", \"burger king wanna play footy top stadium get burger king st sept go large super cocacola walk winner\", \" problem talk later\", \" ur sis \", \"still customer place\", \" come takes little time child afraid dark become teenager wants stay night\", \"dude u knw also teluguthts gudk gud nyt\", \" confirm eating esplanade\", \n\"send id password\", \"kind took garage centre part exhaust needs replacing part ordered n taking fixed tomo morning\", \" ur chance win ã¥â£ cash every wk txt action tscs wwwmovietriviatv custcare xpwk\", \"well might come \", \"long quit get like minutes day \", \" likely called mittelschmertz google dont paracetamol dont worry will go\", \"well right gonna get check todays steam salespee text want come get \", \"just arrived see couple days lt\", \"k wat s tht incident\", \"yeah get unlimited\", \"cthen thk shd b enuff still got conclusion n contents pg n references b da contents pg n cover pg\", \n\"forgot takes years shower sorry phone dead yet\", \"ãœã\\217 got wat buy tell us 㜠need come \", \" big god will bring success\", \"uâ\\200°ã›âªve bin awarded ã¥â£ play instant cash call claim every th player wins min ã¥â£ã¥â£ optout \", \"â\\200°ã› r stayin extra week back next wed rugby weekend hi c u soon ham\", \" campus library\", \" affidavit says ltgt e twiggs st division g courtroom ltgt lttimegt double check text tomorrow\", \" will creep now \", \"tell friends plan valentines day lturlgt\", \" get ten billion calls texts help god\", \n\"purity friendship two smiling reading forwarded message smiling just seeing name gud evng musthu\", \" told returned re order \", \"housemaid murderer coz man murdered ltgt th january public holiday govtinstituitions closedincluding post office\", \"depends u going lor\", \" smile right now go world will wonder smiling think crazy keep away grins\", \"freemsgfav xmas tonesreply real\", \"lil fever now fine\", \" think still car\", \"can \", \"december mobile mths entitled update latest colour camera mobile free call mobile update co free \", \n\"yes princess want catch big strong hands\", \"oh yeah forgot u can take shopping \", \"mm asked call radio\", \"thinkin someone good drugs \", \"say slowly god love amp need clean heart bloodsend ten special people amp u c miracle tomorrow plspls \", \"enjoy showers possessiveness poured u ur loved ones bcoz world lies golden gift loved truly\", \"alright sure let know leaving\", \" lasting much hours might get lucky\", \"genius brother pls send number skype\", \"gr poly tones mobs direct u rply poly title eg poly breathe titles crazyin sleepingwith finest ymca getzedcouk poboxowwq p\", \n\"thk em find wtc far weiyi goin e rest dunno yet r ur goin dinner den might b able join\", \" forget owns private property good boy always passionate kiss\", \"interflora ã¥ã’ late order interflora flowers christmas call place order midnight tomorrow\", \"oh godtaken teeth paining\", \"romcapspam everyone around responding well presence since warm outgoing bringing real breath sunshine\", \" u ask darren go n pick u lor oso sian tmr haf meet lect\", \" need buy lunch eat maggi mee\", \"congratulations thanks good friend u won ã¥â£ xmas prize claim easy just call now p per minute btnationalrate\", \n\"ok lor\", \"oh right ok make sure loads work day got really nasty cough today dry n shot really help \", \"wife knew time murder exactly\", \"send logo ur lover names joined heart txt love name name mobno eg love adam eve yahoo poboxwwq txtno ads p\", \"howz persons story\", \"thanx sending home\", \" normally hot mail com see\", \" won tkts euro cup final ã¥â£ cash collect call b pobox ppm\", \"u sick still can go shopping\", \"ya well fine bbdpooja full pimpleseven become quite black ur rite cold wearing sweatter\", \n\"nicenice working\", \"s reach home call \", \" trying find chinese food place around \", \"easy mate guess quick drink bit ambitious\", \"babe miiiiiiissssssssss need crave geeee sad without babe love \", \"ok thanx\", \"aathi dear\", \"tunji queen just wishing great day abiola\", \"today iz yellow rose day u love frndship give misscall amp send ur frndz amp see many miss calls u get u get missed u marry ur lover\", \"will class hours sorry\", \"wat time u finish ur lect today\", \"freemessage jamsterget crazy frog sound now poly text mad real text mad crazy sounds just gbpweek tcs apply\", \n\"sad story man last week bday wife nt wish parents forgot n kids went work even colleagues wish entered cabin pa said happy bday boss felt special askd lunch lunch invited apartment went said u mind go bedroom minute ok sed sexy mood came minuts latr wid caken wife parents kidz friends n colleagues screaming surprise waiting sofa naked\", \" chance reality fantasy show call now just p per min ntt ltd po box croydon cr wb national rate call\", \" fine good hear dear happy new year oh\", \" going wipro interview today\", \n\" tall princess\", \" doubt handle times per night case\", \"haha hope 㜠can hear receipt sound gd luck\", \" gonna death gonna leave note says robs fault avenge \", \"japanese proverb one can u can none can u must indian version one can let none can leave finally kerala version one can stop none can make strike \", \"today workin free oso gee thgt u workin ur frens shop \", \" life face choices just toss coin becoz settle question coin air u will know heart hoping gudni\", \" know god created gap fingers one made comes amp fills gaps holding hand love\", \n\" want can kiss feel next \", \" happy saying \", \"adult content video will shortly\", \"ok b lovely u r sure think wot u want drinkin dancin eatin cinema u wot \", \" saying explicitly told nora know someone probably just gonna bother\", \" says hi get ass back south tampa preferably kegger\", \"smith waste da wanna gayle\", \"mum sent many many messages since got just want know actually getting enjoy rest day\", \"aight tomorrow around ltgt \", \"housemaid murderer coz man murdered ltgt th january public holiday govtinstituitions closedincluding post officeunderstand\", \n\" chance reality fantasy show call now just p per min ntt ltd po box croydon cr wb national rate call\", \" actually first time went bed long spoke woke night\", \"see \", \" dont understand message\", \"crucify c s told earlier\", \"idk keep saying since moved keep butting heads freedom vs responsibility tired much shit deal barely keeping together gets added \", \"fuck cedar key fuck come anyway tho\", \"twenty past five said will train durham already coz reserved seat\", \"hey boys want hot xxx pics sent direct ur phone txt porn hrs free just p per day stop text stopbcm sf wcnxx\", \n\"u still painting ur wall\", \"last chance claim ur ã¥â£ worth discount vouchers today text shop now savamob offers mobile t cs savamob pobox muz ã¥â£ sub \", \"printer cool mean groovy wine groovying\", \"hi harishs rent transfred ur acnt\", \"anything lor coming\", \"cbe really good nowadayslot shop showroomscity shaping good\", \"ãœã\\217 still attending da talks\", \" probs hon u doinat mo\", \"k take care \", \" take phone callon friday can assume year now\", \" battery low babe\", \"shuhui bought rons present swatch watch\", \n\"yeah quite bit left swing tomorrow get \", \"babe said hours almost internet \", \"k sure get noon see \", \"kkyesterday cbe \", \"went ganesh dress shop\", \"pdatenow double mins txts orange tariffs latest motorola sonyericsson nokia bluetooth free call mobileupd calloptoutyhl\", \"ãœã\\217 collecting ur laptop going configure da settings izzit\", \" r home come within min\", \"aight latest probably closer jay tyler just two trips\", \"come aftr ltdecimalgt now m cleaning house\", \"ur cashbalance currently pounds maximize ur cash now send cash pmsg cc po box tcrw\", \n\"bill letters iâ\\200°ã›âªm expecting one orange isnâ\\200°ã›âªt bill may still say orange \", \"tell pa pain de\", \"hi darlin hope nice night wish come cant wait see love fran ps want dirty anal sex want man gang bang\", \"ha donâ\\200°ã›ã·t know either clever simple thing pears day perfect christmas\", \"helloooo wake sweet morning welcomes enjoy day full joy gud mrng\", \"alrite\", \" must sit around wait summer days celebrate magical sight worlds dressed white oooooh let snow\", \"urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs \", \n\" guys go see movies side\", \"sorry meeting call later\", \" tell now thinking plus going stop runs\", \"kindly send one flat ltdecimalgt today\", \"sorry u can unsubscribe yet mob offer package min term weeks pls resubmit request expiry reply themob help info\", \"nothing lor bit bored y dun u go home early sleep today\", \" time tell friend around\", \"yes will fine love safe\", \"thanks chikku gud nyt\", \" xy ur car u picking \", \"thanx time weã¥ã•ve spent geva bin mint ur baby want uxxxx\", \"yo way pick something tonight\", \n\" sent can send \", \"fine simply sitting\", \"thts gods gift birds humans hav natural gift frm god\", \" coming day class\", \"im done just studyn library\", \"ok u enjoy ur shows\", \"anything\", \" wuld without baby thought alone mite break donã¥ã•t wanna go crazy everyboy needs lady xxxxxxxx\", \"wats dear sleeping ah\", \"hi test ltgt rd \", \" students solved cat question xam ltgt ltgt ltgt tell answer u r brilliantthing got d answr\", \"yo know anyone ltgt otherwise able buy liquor guy flaked right now get hold somebody just loko night\", \n\"yup n fren lor meeting fren \", \"yeah got one lined us\", \" stop wondering wow ever going stop tming will tm whenever want mine laughs\", \"lol yep yesterday already got fireplace now just another icon sitting \", \"hey booked pilates yoga lesson already haha\", \" ok happen behave like \", \" new message please call \", \" supervisor find one lor thk students havent ask yet tell u aft ask \", \"hello news job making wait fifth week yeah im woozles weasels exeter still home \", \" message responce happend\", \" currently message awaiting collection collect message just call \", \n\"hey babe sorry get sooner gary can come fix cause thinks knows go far ptbo says will cost ltgt bucks know might cheaper find someone second hand machines right now let know want babe\", \"make fucks sake x\", \"leave u will always ignorant\", \"nope b going sch fri quite early lor cos mys sis got paper da morn \", \" bruce b downs amp fletcher now\", \" said woke \", \"hey now free can call \", \"tell whos pls\", \"urgent mobile awarded ã¥â£ bonus caller prize final attempt contact u call \", \"think might give miss teaching til twelve lecture two damn working thing\", \n\"id check like bowls worth left\", \"yes many sweets\", \" still cozy exhausted last nightnobody went school work everything closed\", \"u secret admirer reveal thinks u r special call opt reply reveal stop per msg recd cust care \", \"buzzzz grins buzz ass buzz chest buzz cock keep phone vibrator feel shake \", \"sir send group mail check \", \" da intro covers energy trends n pros n cons brief description nuclear fusion n oso brief history iter n jet got abt n half pages\", \"nonenowhere ikno doesdiscountshitinnit\", \n\" dont know jabo abi\", \" ever notice driving anyone going slower idiot everyone driving faster maniac\", \" yet ya sapna aunty manege yday hogidhechinnu full weak swalpa black agidhane\", \" good baby \", \"neft transaction reference number ltgt rs ltdecimalgt credited beneficiary account ltgt lttimegt ltgt\", \"mostly sports typelyk footblcrckt\", \"ma head dey swell oh thanks making day\", \"u make fb list\", \"height confidence aeronautics professors wer calld amp wer askd sit aeroplane aftr sat wer told dat plane ws made students dey hurried d plane bt didnt move said made students\", \n\"sary just need tim bollox hurt lot tol \", \"happy new year princess\", \" text carlos let know hang \", \" worry easy ingredients\", \" love u little pocy bell sorry love u\", \"ok omw now castor\", \"yar lor keep raining non stop u wan go elsewhere\", \"xmas offer latest motorola sonyericsson nokia free bluetooth dvd double mins txt orange call mobileupd calloptoutqf\", \" u mean u almost done done wif sleeping tot u going take nap yup send liao picking ard smth lor\", \" wonders world th th ur style th ur smile th ur personality rd ur nature nd ur sms st ur lovely friendship good morning dear\", \n\"tonight yeah \", \" eat fo lunch senor\", \" said right giggle saw u possibly first persondie nvq think much \", \" break time one come n get stuff fr ãœ\", \"reply win ã¥â£ weekly professional sport tiger woods play send stop end service\", \" can see see maybe reboot ym seen buzz\", \" still grinder\", \" polyphonic tone ur mob every week just txt pt st tone free get txtin now tell ur friends ptone reply hl info\", \"love decision feeling decide love life much simpler less magical\", \"hot live fantasies call now just p per min ntt ltd po box croydon cr wb national rate call\", \n\"k t see k now\", \" list buyers\", \" idea guess work hour supposed leave since usual nobody interest figuring shit last second\", \"mm entirely sure understood text hey ho weekend\", \" released vday shirts u put makes bottom half naked instead white underwear\", \"don know watching film computer\", \" b thursday\", \"oh phone phoned disconnected\", \"id onluy matters getting offcampus\", \" message free welcome new improved sex dogging club unsubscribe service reply stop msgsp \", \"excellent see rileys plans \", \n\" will see half hour\", \" won tkts euro cup final ã¥â£ cash collect call b pobox ppm\", \"ew one \", \"also hi wesley ve \", \"ah see lingo will let know wot earth finished making \", \"loan purpose ã¥â£ ã¥â£ homeowners tenants welcome previously refused can still help call free text back help\", \"updatenow mths half price orange line rental minscall mobileupd calloptoutjq\", \"imagine life without see fast u searching worry lm always disturb u goodnoon\", \"hm good morning headache anyone \", \"yeah probs last night obviously catching speak soon \", \n\"free unlimited hardcore porn direct mobile txt porn get free access hrs chrgdp per day txt stop exit msg free\", \" might go sch yar e salon now v boring\", \" ltgt mins stop somewhere first\", \"ltgt fast approaching wish u happy new year happy sankranti happy republic day happy valentines day happy shivratri happy ugadi happy fools day happy may day happy independence day happy friendshipmotherfatherteacherschildrens day amp happy birthday u happy ganesh festival happy dasara happy diwali happy christmas ltgt good mornings afternoons evenings nights rememberi first wishing u s raj\", \n\"one joys lifeis waking daywith thoughts somewheresomeone cares enough tosend warm morning greeting \", \" get second half message\", \"wat time u wan meet later\", \" thank much selflessness love plenty\", \" film ill call later\", \" dare change ring\", \" bad girl lady\", \" love ya try budget money better babe gary freak knew\", \" part initiate understand\", \" finished lunch already u wake already\", \" still game\", \" got tallent wasting\", \" record one night \", \"also sir sent email log usc payment portal ll send another message explain things back home great weekend\", \n\" gonna let know cos comes bak holiday day coming dontgettext number \", \"jokin lar depends phone father can get lor\", \"aight lemme know \", \"get ready ltgt inches pleasure\", \"rajipls favour pls convey birthday wishes nimya pls today birthday\", \" ok feel like john lennon\", \"cos darren say 㜠considering mah ask ãœ\", \" bothering trust answers pls\", \"wishing family merry x mas happy new year advance\", \"one day crab running sea shore waves came n cleared footprints crab crab asked frnd y r u clearing beautiful footprints waves replied fox following ur footprints catch thats y cleared frndsship never lets u dwn gud nyt\", \n\"aight time want come \", \"slaaaaave must summon time now wish come anymore\", \" bill ã¥â£ thats bad\", \"let know changes next hrs can even appendix age range however impossible just chill let know hrs\", \"hello yeah just got bath need hair come done yeah\", \" weather \", \"ok much though hm friday cant wait dunno wot hell im gonna another weeks become slob oh wait already done \", \"die now e toot fringe \", \"lol know awesome phone click delete right now want\", \"ok\", \"awesome question cute answer someone asked boy ur life smiled amp answered fine gudnite\", \n\"please leave topicsorry telling \", \"pls send correct name da\", \" happened yo date\", \"eastenders tv quiz flower dot compare d violet e tulip f lily txt d e f now chance win ã¥â£ cash wkentp\", \"webpage s available\", \"just woke yeesh late fall asleep til ltgt \", \" now unsubscribed services get tons sexy babes hunks straight phone go httpgotbabescouk subscriptions\", \"dear know ltgt th ltgt th birthday loving gopalettan planning give small gift day like participate welcome please contact admin team details\", \n\"kk tomorrow onwards started ah\", \" u talking bout early morning almost noon \", \"fine remember \", \"hi babe jordan r u im home abroad lonely text back u wanna chat xxsp visionsmscom text stop stopcost p \", \"ok many buy\", \"sounds good keep posted\", \"get brand new mobile phone agent mob plus loads goodies info just text mat \", \"ok april cant wait\", \"boy best get yo ass quick\", \"ay wana meet sat㜠wkg sat\", \" now wait till bus pick \", \"apart one told yesterday\", \"ok lor buy wat\", \"somebody go andros steal ice\", \n\"don know t msg recently\", \"take us shopping mark will distract isaiahd\", \"mum hope great day hoping text meets well full life great day abiola\", \" sense foot penis\", \"okay thought expert\", \"deep sigh miss really surprised gone net cafe yet get miss \", \"ss thinl role like sachinjust standing others hit\", \" great trip india bring light everyone just project everyone lucky see smile bye abiola\", \" importantly discuss u \", \"kk training process\", \"ok lor ned go toa payoh return smth u wan send wat\", \n\" da car park \", \" wish holding tightly making see important much mean much need life \", \" asked anthony dad bf\", \"wnevr wana fal luv vth books bed fals luv vth yen madodu nav pretsorginta nammanna pretsovru important alwa gud eveb\", \" todaysundaysunday holiday work\", \" going take bath ill place key window\", \"lord ringsreturn king store nowreply lotr june chance win lotr soundtrack cds stdtxtrate reply stop end txts\", \"dear take care just reaching homelove u lot\", \"staffsciencenusedusgphyhcmkteachingpc\", \n\" emigrated something ok maybe bit hopeful\", \"olol printed forum post guy exact prob fixed gpu replacement hopefully dont ignore \", \" walked moms right stagwood pass right winterstone left victors hill address ltgt\", \"yo jp hungry like mofo\", \" just creepy crazy \", \"ok din get ur msg\", \"tessypls favor pls convey birthday wishes nimyapls dnt forget today birthday shijas\", \"pathaya enketa maraikara pa\", \"even friend priest call now\", \"u lousy run already come back half dead hee\", \" y said bad dat e gals know u wat u now\", \n\" remind hrs\", \" hoping send message rent due dont enough reserves completely gone loan need hoping balance ltgt way get till mid march hope pay back\", \"hi happy new year dont mean intrude can pls let know much tuition paid last semester much semester thanks\", \"hello hun ru way im good dates guy met walkabout far meet soon hows everyone else\", \"lol gonna last month cashed left ltgt just case collecting week cause announced blog\", \"good luck draw takes place th feb good luck removal send stop customer services \", \n\"short cute good person \", \"just decided yet eh \", \"wat time liao still got\", \"yes watching footie worried going blow phil neville\", \" wait 㜠inside da car park\", \"uncle abbey happy new year abiola\", \"now free call pa\", \"r u saying re order slippers cos pay returning \", \"stop knowing well\", \"good evening roger \", \"small problem auctionpunj now asking tiwary\", \"free entry weekly comp chance win ipod txt pod get entry std txt rate tcs apply details \", \" telling tell one treat hi hi hi\", \" uncles atlanta wish guys great semester\", \n\"st wk free gr tones str u wk txt nokia classic nokia tones hit polys nokiap polyp \", \"u coming pick \", \"thats cool liked photos sexy\", \" u fuckin believe didnt know thurs pre booked re cancelled needs b sacked\", \"haha better late ever way swing \", \"ok finish \", \"lookatme thanks purchase video clip lookatme charged p think can better send video mmsto \", \" barred b q stores life twat orange dungerees came asked wanted decking got first punch \", \" messages food\", \"ok going sleep hope can meet \", \"wat makes people dearer just de happiness dat u feel u meet de pain u feel u miss dem\", \n\"can let know details fri u find cos tom fri mentionned chinese thanks\", \" right now think \", \"wat r u now\", \" ur lecture \", \"sexy sexy cum text im wet warm ready porn u fun msg free recd msgs p inc vat cancel text stop\", \"customer place will call \", \" planned yet going join company jan don know will happen \", \"boy love u grl hogolo boy gold chain kodstini grl agalla boy necklace madstini grl agalla boy hogli mutai eerulli kodthini grl love u kano\", \"haha heard text around\", \"ll get tomorrow send \", \n\"shit babe thasa bit messed yeh\", \"oh thats late well good night will give u call tomorrow iam now going go sleep night night\", \"cheers u tex mecause u werebored yeah okden hunny r uin wk satsoundã¥ã•s likeyour havin grfun j keep updat countinlots loveme xxxxx\", \"sorry meeting call later\", \"yo howz u girls never rang india l\", \"yeah worse \", \"hard live chat just pmin choose girl connect live call now cheap chat uks biggest live service vu bcmwcnxx\", \" tagged friends seemed count friends\", \" heard u call rude chat private line cum wan c pics gettin shagged text pix end send stop sam xxx\", \n\"ok\", \"long time remember today\", \"havent shopping now lor juz arrive \", \"thank u better work cause will feel used otherwise\", \" challenge know \", \" much ur hdd casing cost\", \"mystery solved just opened email sent another batch sweetie\", \" describe lucky actually awake noon\", \" nd time tried contact u u won ã¥â£ prize claim just call b tcsstop sms ppm\", \"today sorry day ever angry ever misbehaved hurt plz plz just slap urself bcoz ur fault basically good\", \"cheers card time year already\", \"hot live fantasies call now just p per min ntt ltd po box croydon cr wb k\", \n\" people see msgs think iam addicted msging wrong bcoz dont know iam addicted sweet friends bslvyl\", \"ugh hopefully asus ppl dont randomly reformat\", \" seen facebook huh lol\", \"mah b pick tomorrow\", \"still otside leu come morrow maga\", \" u still plumbers tape wrench borrow\", \"dear voucher holder claim weeks offer pc please go httpwwwetlpcoukreward tscs apply\", \" vl bcum difficult\", \"ur going bahamas callfreefone speak live operator claim either bahamas cruise ofã¥â£ cash opt txt x \", \"havent still waitin usual ãœã\\217 come back sch oredi\", \n\" meeting da will call \", \"k k watch films\", \" cinema plus drink appeal tomo fr thriller director like mac \", \" size elephant tablets u shove um ur ass\", \" many people seems special first sight will remain special till last sight maintain till life ends take cr da\", \" parents kidz friends n colleagues screaming surprise waiting sofa naked\", \"dunno juz askin cos got card got salon called hair sense tot da one 㜠cut ur hair \", \"good morning pookie pie lol hope wake u \", \"maybe woke fucking problem\", \n\"happy birthday dear lots loverakhesh nri\", \"howz persons story\", \" nd time tried contact u u won pound prize claim easy call now p per min btnationalrate\", \"x ltgt going get \", \"hi neva worry bout da truth coz truth will lead ur heart itã¥ã•s least unique person like u deserve sleep tight morning\", \"ur awarded city break win ã¥â£ summer shopping spree every wk txt store skilgmetscswinawkageã¥â£perwksub\", \" ur paper today e morn aft\", \" will lick every drop ready use mouth well\", \" will expect whenever text hope goes well tomo \", \n\"great p diddy neighbor comes toothpaste every morning\", \" av new number wil u use oneta\", \" poking man everyday teach canada abi just saying hi\", \" lor change suntec wat time u coming\", \" de seeing online shop asked\", \"just curious cuz asked \", \"nicenice working\", \"okay lor wah like def wont let us go haha say terms conditions\", \"haha yup hopefully will lose kg mon hip hop can go orchard weigh \", \" good r u working now\", \"oh yes just little weather kind coccooning home\", \" home also\", \" phone weirdest auto correct\", \n\"oops phone died even know yeah like better\", \"havent mus ask u can st wat meet lunch den u n meet can already lor u wan go ask da ge st confirm w asap\", \" said u mind go bedroom minute ok sed sexy mood came minuts latr wid caken wife\", \"oh yeah hav great time newquaysend postcard look girls im goneu know im talkin boutxx\", \" got divorce lol s \", \" ur pin\", \"babe got enough money pick bread milk give back get home \", \" want snow just freezing windy\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim y valid hrs \", \n\"come mahal bus stop ltdecimalgt\", \"don know week going tirunelvai da\", \" baby promise treat well bet will take good care \", \" like hotel dusk game think solve puzzles area thing\", \"thanks ringtone order reference number x mobile will charged tone arrive please call customer services \", \"hi love goes day fuck morning woke dropped cell way stairs seems alright phews miss \", \"well must pain catch\", \"sorry da thangam mistake\", \" need coz never go \", \"rose redred bloodblood heartheart u u send tis ur friends including u like u get back u r poor relation u need support u r frnd many luvs u praying god marry u try \", \n\"wife knew time murder exactly\", \"six chances win cash pounds txt csh send cost pday days tsandcs apply reply hl info\", \"ur cashbalance currently pounds maximize ur cash now send collect pmsg cc po box tcrw\", \" feel like dick keep sleeping texts facebook messages sup town\", \" plm will come da way\", \"guess wants alone time just show watch \", \"height recycling read twice people spend time earning money money spent spending time good morning keep smiling\", \"yup 㜠comin \", \"yes princess toledo\", \"aight text back mu swing need somebody get door \", \n\"ron say fri leh n said ding tai feng cant make reservations said wait lor\", \"good swimsuit allowed \", \" okay will soon best\", \" cute thought friendship necessary share every secret ur close frnd\", \"ok sent u da latest version da project\", \"good morning dear great amp successful day\", \"pls accept one day begging change number\", \"squeeeeeze christmas hug u lik frndshp den hug back u get u r cute u r luvd u r lucky none people hate u\", \" ok anybody asks abt u tel p\", \"funny fact nobody teaches volcanoes erupt tsunamis arise hurricanes sway aroundn teaches hw choose wife natural disasters just happens\", \n\" gonna ring weekend wot\", \"also track lighters can find\", \"sorry help \", \"babe need advice\", \"iâ\\200°ã›ã·ll leave around four ok\", \"come medical college pm forward da\", \"kk good going\", \" can make lasagna vodka\", \"hi kate can u give ring asap xxx\", \" people tour thought sofa thing sent curious sugar\", \" told going got drunk\", \" fucking chickened messaged late woould buzz hear word \", \"congratulations thanks good friend u won ã¥â£ xmas prize claim easy just call now p per minute btnationalrate\", \n\" always looking excuse city\", \"yup still coffee wif frens fren drove give lift\", \"o shore takin bus\", \" u gonna get deus ex\", \" will send email mind ltgt times per night\", \" want new nokia colour phone deliveredtomorrow free minutes mobile free texts free camcorder reply call \", \"tap spile seven pub gas st broad st canal ok\", \"ok come n pick u engin\", \" never wanted tell short edge late\", \"raviyog peripherals bhayandar east\", \"k actually can guys meet sunoco howard right way\", \" new voicemail please call \", \n\"moon come color dreams stars make musical sms give warm peaceful sleep good night\", \"just finished eating got u plate leftovers time\", \"thanx lot\", \"hurry home u big butt hang last caller u food done starving ask cooked\", \"lol right diet everyday cheat anyway meant fatty \", \" great day beautiful one\", \" happened interview\", \"solve d case man found murdered ltdecimalgt ltgt afternoon wife called police police questioned everyone wife sir sleeping murder took place cook cooking gardener picking vegetables housemaid went d post office children went play neighbour went marriage police arrested d murderer immediately reply reason u r brilliant\", \n\"badrith chennai will surely pick us competition \", \" tot group mate lucky havent reply wat time 㜠need leave \", \"hey around got enough half ten owe \", \"hey tmr maybe can meet yck\", \"alrite sam nic just checkin ur number tb\", \" just making easy pay back ltgt yrs say can pay back earlier get\", \" worry sure get \", \" gas station like block away house drive right since armenia ends swann take howard\", \"someone u know asked dating service contact cant guess call now will revealed pobox lshb p \", \"camera awarded sipix digital camera call fromm landline delivery within days\", \n\" tuition hm go one mind\", \" smoking people use wylie smokes much justify ruining shit\", \"dear good morning feeling dear\", \" little meds say take every hours pain back took another hope die\", \"beautiful tomorrow never comes comes already today hunt beautiful tomorrow waste wonderful today goodmorning\", \"dunno lei 㜠decide lor abt leona oops tot ben going n msg \", \"hi now moved pub great c u u cud come \", \"todays voda numbers ending selected receive award hava match please call quoting claim code standard rates app \", \n\" message free welcome new improved sex dogging club unsubscribe service reply stop msgsp \", \"honeybee said d sweetest d world god laughed amp said waitu havnt met d person reading msg moral even god can crack jokes gmgngegn\", \"just ever easier \", \"rct thnq adrian u text rgds vatian\", \"stop calling everyone saying might cancer throat hurts talk answering everyones calls get one call babysitting monday\", \"ll tough \", \"im gonnamissu much say il send u postcard buttheres aboutas much chance merememberin asthere ofsi breakin contract luv yaxx\", \n\"ee msg na poortiyagi odalebeku hanumanji name hanuman bajarangabali maruti pavanaputra sankatmochan ramaduth mahaveer ee name ltgt janarige ivatte kalisidare next saturday olage ondu good news keluviri maretare inde dodda problum nalli siguviri idu matra ltgt true neglet\", \"hi darlin finish u pick meet text back number luv kate xxx\", \"set place heart mind mind easily forgets heart will always remember wish happy valentines day\", \" surprised still can guess right lor\", \"okie 㜠wan meet bishan cos bishan now driving today\", \n\"oh ho first time u use type words\", \"hi darlin work u get trouble ijust talked mum morning really good time last night im goin soon call u can\", \" know serving mean now\", \"huh hyde park mel ah opps got confused anyway tts e best choice den juz take \", \"oh gei happend tron maybe ill dl d \", \"free message activate free text messages replying message word free terms conditions visit wwwcom\", \" know girls always safe selfish know got pa thank good night\", \" worries hope photo shoot went well spiffing fun workage \", \n\" freezing craving ice fml\", \"kay since already \", \"eh sorry leh din c ur msg sad already lar watching tv now u still office\", \"yo im right yo work\", \"ok darlin supose ok just worry much film stuff mate babysit can call xx\", \" said u mind go bedroom minute ok sed sexy mood came minuts latr wid caken wife\", \" don wake since checked stuff saw true available spaces pls call embassy send mail \", \"nope juz work\", \"huh fast dat means u havent finished painting\", \" number u live \", \" put party days week study lightly think need draw custom checkboxes know hardcore\", \n\"sac will score big hundred set batsman\", \"send yettys number pls\", \" much will cost approx per month\", \"ok theory test 㜠going book think may coz thought wanna go jiayin isnt free\", \" contacted dating service someone know find call land line poboxwtgp\", \" fine give call knows wants questions\", \"sorry got late start way\", \" u go back urself lor\", \" gas station go \", \"k u bored just come home\", \"babe love covers face kisses\", \"like made throw smoking friends car one time awesome\", \"still checked da \", \n\" will go walmart ll stay\", \" forgotten might couple bucks send tomorrow k love ya \", \"oh great ll disturb can talk\", \"reverse cheating mathematics\", \"ure welcome caught u using broken english \", \" problem baby good time talk called left message\", \"sorry call later\", \"oh brand\", \"sorry cant take call right now happens r waxsto wat want can come ill get medical insurance able deliver basic care currently shopping right medical insurance just give til friday morning thats ll see major person can guide right insurance\", \n\" time coming\", \"call say coming today ok tell fool like ok\", \" emailed yifeng part oredi can 㜠get fr \", \"r u sure understand wine good idea just slurp\", \"minimum walk miles day\", \"ok problem will get taxi c ing tomorrow tuesday tuesday think r going cinema \", \"brainless baby dolld vehicle sariyag drive madoke barolla\", \" run away frm u walk slowly amp kills u care enough stop \", \"sorry missed call talk time \", \"please attend phone\", \" hate can call didnt accept even single call mine even messaged\", \n\" messages phone holding now\", \"can free\", \"yo trip got postponed still stocked \", \"sorry call later\", \" waiting call sir\", \"hey y reply pa\", \"hey elaine todays meeting still \", \"sorry gone place ll tomorrow really sorry\", \" tiime let hug break tears\", \"tomorrow going theatre can come wherever u call tell come tomorrow\", \" now electricity just went fml\", \"looks like found something smoke great job\", \"also andros ice etc etc\", \" \", \"good afternon love today hope good maybe interviews wake miss babe passionate kiss across sea\", \n\"yup wun believe wat u really neva c e msg sent shuhui\", \"hows watch resizing\", \"dear umma called now \", \"just finished missing plenty\", \"complimentary star ibiza holiday ã¥â£ cash needs urgent collection now landline lose boxskwpppm\", \"well meant opposed drunken night \", \"k must book huh going yoga basic sunday\", \"free msg billed mobile number mistake shortcode please call charges refunded call will free bt landline\", \"ok can\", \"oops mums somerset bit far back tomo see soon x\", \" u workin overtime nigpun\", \n\" kallis dismissial nd test\", \"o guess got screwd\", \"please call immediately urgent message waiting \", \" meeting call later \", \" r u cooking dinner\", \"ok thanx\", \"bull plan go floating ikea without care world live mess another day\", \" buy\", \"urgent mobile number awarded ã¥â£ bonus caller prize call land line valid hrs \", \"heehee funny tho\", \" simple arithmetic percentages\", \"yeah leave hour least sound\", \" valued customer pleased advise following recent review mob awarded ã¥â£ bonus prize call \", \n\"thanks honey great day\", \" amazing quote sometimes life difficult decide whats wrong lie brings smile truth brings tear\", \"good night dear sleepwellamptake care\", \" 㜠ask dad pick 㜠lar ãœã\\217 wan stay meh\", \"jus chillaxin \", \"hey das cool iknow wellda peril studentfinancial crisisspk u lr\", \"beautiful truth gravity read carefully heart feels light someone feels heavy someone leaves goodmorning\", \" want new nokia colour phone deliveredtomorrow free minutes mobile free texts free camcorder reply call \", \n\"whats coming hill monster hope great day things r going fine busy though \", \"joys father john john joys father u ans ths hav ltgt iq tis s ias question try answer\", \" ill obey \", \" didnt will search online let know\", \" need go get \", \" pic please resend\", \" remains bro amongst bros\", \"uhhhhrmm isnt tb test bad youre sick\", \" haf enuff space got like mb\", \"life never much fun great came made truly special forget enjoy one gbpsms\", \" want new video phone anytime network mins inclusive video calls downloads per week free deltomorrow call reply now\", \n\" valued customer pleased advise following recent review mob awarded ã¥â£ bonus prize call \", \"welcome please reply age gender begin eg m\", \"freemsg month unlimited free calls activate smartcall txt call subscriptngbpwk unlimited calls help stoptxt stop landlineonly\", \" mobile mths update latest orange cameravideo phones free save ã¥â£s free textsweekend calls text yes callback orno opt \", \" new club dont fink met yet will b gr c u please leave msg day wiv ur area reply promised carlie x callsã¥â£minmobsmore lkpoboxhpfl\", \n\"true easier \", \"sure since parents will working tuesday really need cover story\", \"haha okay today weekend leh \", \"hi darlin youphone im athome youwanna chat\", \" know jack shit anything sayask something helpful want can pretend just text whatever response hypotheticalhuagauahahuagahyuhagga\", \" always brainy one\", \"yeah get random dude need change info sheets party ltgt never study just safe\", \"camera awarded sipix digital camera call fromm landline delivery within days\", \"christmas occasion celebrated reflection ur values desires affectionsamp traditions ideal christmas\", \n\"sending greetings joy happiness gr evening\", \"hi darlin cantdo anythingtomorrow myparents aretaking outfor meal u free katexxx\", \" india win level series means record\", \" plan\", \" good hear \", \"awesome deal gate charles told last night uh yeah\", \" time thinkin goin\", \"get free mobile video player free movie collect text go free extra films can ordered ts cs apply yrs \", \"save money wedding lingerie wwwbridalpetticoatdreamscouk choose superb selection national delivery brought weddingfriend\", \" board working fine issue overheating also reslove still software inst pending will come around o clock\", \n\"yes care cause know \", \"wiskey brandy rum gin beer vodka scotch shampain wine kudiyarasu dhina vaazhthukkal \", \"mon okie lor haha best cheap n gd food la ex oso okie depends whether wana eat western chinese food den u prefer \", \"sitting ard nothing lor u leh busy w work\", \" ltgt k oh send home sale\", \"sorry mail \", \"ya just telling abt tht incident\", \"yes outside like hours called whole family wake cause started \", \"ugh just got outta class\", \"nowadays people notixiquating laxinorficated opportunity bambling entropication ever oblisingately opted ur books masteriastering amplikater fidalfication champlaxigating think atrocious wotz ur opinion junna\", \n\" dont file bag work called ll tell find anything room\", \" need lar jus testing e phone card dunno network gd thk waiting sis finish bathing can bathe dun disturb u liao u cleaning ur room\", \"ok ll right later\", \"friendship poem dear o dear u r near can hear dont get fear live cheer tear u r always dear gud ni\", \" lunch come quickly open door\", \" heard u call now night just knickers make beg like u last time xx luv nikiyunet\", \" back bit long cos accident divert via wadebridge brilliant weekend thanks speak soon lots love\", \n\"k yan jiu liao sat can go bugis vill one frm den hop parco nb sun can go cine frm den hop orc mrt hip hop \", \"bloomberg message center wait apply future httpcareers bloombergcom\", \" seeking lady street freak sheets \", \" phone\", \"haha figures well found piece priscillas bowl\", \"actually fuck just whatever find excuse tampa point january though\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim m validhrs \", \"yay finally lol missed cinema trip last week \", \n\" day working dayexcept saturday sunday\", \"aathi dear\", \"heart empty without love mind empty without wisdom eyes r empty without dreams amp life empty without frnds alwys touch good night amp sweet dreams\", \" think iâ\\200°ã›ã·m waiting bus inform get ever get \", \" getting back time soon\", \" things just quick question\", \"night ended another day morning come special way may smile like sunny rays leaves worries blue blue bay gud mrng\", \" can probably come everybodys done around ltgt right\", \" got new year cos yetunde said wanted surprise didnt see money returned mid january ltgt day return period ended\", \n\" can ask around lot terms mids \", \" sure check yahoo email sent photos yesterday\", \" looking \", \"wherres boytoy \", \" want new video phone anytime network mins text five pounds per week call now reply delivery tomorrow\", \"hello love goes day wish well fine babe hope find job prospects miss boytoy teasing kiss\", \"tell bad character u dnt lik try change ltgt ll add tat new year resolution waiting ur reply frankgood morning\", \" got rumour going buy apartment chennai\", \"yeah probably earlier \", \"change windows logoff sound\", \n\"still checked da \", \" also came room\", \"huh got lesson lei n thinkin going sch earlier n tot parkin kent vale \", \"ok\", \" will reach office around ltdecimalgt amp mobile problem cannt get voice call asa free\", \"cool text head \", \" contacted dating service someone know find call land line poboxwtgp\", \"wan win meetgreet westlife u m currently tour unbreakable untamed unkempt text cost p std text\", \"happy birthday may u find ur prince charming soon n dun work hard\", \"oh grand bit party mention cover charge probably first come first served\", \n\" said went back bed sleep anything\", \" hope arnt pissed id really like see tomorrow love xxxxxxxxxxxxxx\", \"dorothykiefercom bank granite issues strongbuy explosive pick members nasdaq symbol cdgt per\", \"says ltgt year old man money last ltgt still waiting check\", \" will come ur home now\", \"free day finish mon n thurs\", \"will food\", \"life alle moneeppolum oru pole allalo\", \"nite\", \"two fundamentals cool life walk\", \"camera quite good mega pixels optical digital dooms lovely holiday safe hope hav good journey happy new year see couple weeks \", \n\"hi peteynoiã¥ã•m ok just wanted chat coz avent spoken u long timehope ur doin alrite good nit js love ya x\", \" just saw ron burgundy captaining party boat yeah\", \" serious money base\", \"already one guy loving \", \"staff placement training amrita college\", \" always chat fact need money can raise \", \" job profile seems like bpo\", \"well give cos said didnâ\\200°ã›ã·t one nighters persevered found one cheap apologise advance just somewhere sleep isnt \", \" think actually talk call boss morning went place last year told go get car fixed cheaper kept telling today much hoped come back always regretted getting number etc\", \n\" willing go apps class\", \"hanging brother family\", \" will reach telling will dont know\", \"hey going quit soon xuhui working till end month \", \"im sorry bout last nite wasnã¥ã•t ur fault spouse pmt sumthin u give think u shldxxxx\", \"try neva mate\", \"yeah d pretty much best case scenario\", \" free today haf pick parents tonite\", \"hey babe far spun spk da mo dead da wrld sleeping da sofa day\", \" send naughty pix \", \" ã¥â£ winner guaranteed caller prize final attempt contact claim call now ppmpoboxbhambxe\", \n\"xmas new years eve tickets now sale club day till pm thurs fri sat night week selling fast\", \"tyler getting th leave long can get like hour\", \"prepare pounded every night\", \"actually mobile full msg m work online need send ltgt sent msg wil explain u later\", \"sorry call later\", \"good evening \", \" home please call\", \"oic cos n sis got lunch today dad went dunno whether eat sch wat\", \"mmmmm sooooo good wake words morning love mmmm fuck love lion devouring kiss across sea\", \" pleased inform application airtel broadband processed successfully installation will happen within days\", \n\" happen dear silent tensed\", \" get unless guys want come time sooner\", \" coughing nothing\", \"ãœã\\217 come lt n pass lar\", \" e person e sms survey\", \"lol ok ill try send warned sprint dead slow prolly get tomorrow\", \"thank meet monday\", \" th gower mate r u man good wales ill b back ã¥ã”morrow c u wk msg ã¥ã\\220 random\", \"rock yr chik get s filthy films xxx pics yr phone now rply filth saristar ltd e yt p per days stop cancel\", \"single line big meaning miss anything ur best life \", \" got like ltgt can get later though get whatever feel like\", \n\"dad wanted talk apartment got late start omw now\", \" love \", \"lol u still feeling sick\", \"din tell u jus now \", \" eyes philosophy\", \" next month get upto calls ur standard network charge activate call c wirenet stterms pobox m uz cost ã¥â£ min mobcudb \", \"ok lor town now lei\", \" alreadysabarish asked go\", \" da vijay going talk jaya tv\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim j po boxcpm\", \"lol know hey someone great inpersonation flea forums love \", \n\"text banneduk see cost p textoperator gga xxx\", \"still chance search hard will get let try \", \"auction round highest bid now ã¥â£ next maximum bid ã¥â£ bid send bids e g bid ã¥â£ good luck\", \" always celebrate nys family \", \" know taj mahal symbol love lesser known facts mumtaz shahjahans th wife wifes shahjahan killed mumtazs husband marry mumtaz died ltgt th delivery married mumtazs sister question arises hell love great hari\", \" okcome home vl nice meet v can chat\", \"collect valentines weekend paris inc flight hotel ã¥â£ prize guaranteed text paris wwwrtfsphostingcom\", \n\"sent de webadres geting salary slip\", \" fine sends greetings\", \"customer loyalty offer new nokia mobile ã¥â£ txtauction txt word start get now tctxt tc pmtmsg\", \" dint touch \", \"yup leaving right now back soon\", \" believe true incredible txts reply g now learn truly amazing things will blow mind ofwd ptxt\", \"yeah sure leave min\", \" one can teach ship cars\", \" sign maturity start saying big things actually start understanding small things nice evening bslvyl\", \"yeah confirmed staying weekend\", \" said 㜠dun haf passport smth like dat 㜠juz send email account \", \n\"multiply numbers independently count decimal points division push decimal places like showed \", \" lovely night wake see message hope smile knowing great morning\", \"ard lor\", \" right meanwhile project twins comin \", \" sent maga money yesterday oh\", \"hi ibh customer loyalty offer new nokia mobile ã¥â£ txtauctiontxt wordstart get nowt\", \"heart empty without love mind empty without wisdom eyes r empty without dreams amp life empty without frnds alwys touch good night amp sweet dreams\", \" hot n horny willing live local text reply hear strt back p per msg netcollex ltdhelpdesk reply stop end\", \n\" ride equally uneventful many pesky cyclists around time night \", \" free can give otherwise nalla adi entey nattil kittum\", \" sent wife text buy tell just relax go get wkend\", \" escape theatre now going watch kavalan minutes\", \" much cost hire hitman\", \" anything lor\", \"sorry call later\", \" want new nokia colour phone delivered tomorrow free minutes mobile free text free camcorder reply call \", \"huh cant go ur house empty handed right\", \"good morning princess happy new year\", \"congratulations won winner august ã¥â£ prize draw call now prize code \", \n\"aight head \", \" wat r u now busy wif work\", \" know mood today\", \"jay told already will \", \"cps causing outages conserve energy\", \" sure just checking happening around area\", \"hey morning come ask pa\", \"jordan got voted last nite\", \" means got epi s fine s now\", \" idea \", \"pls come quick cant bare \", \"joys father john john joys father u ans ths hav ltgt iq tis s ias question try answer\", \"call m unable cal lets meet bhaskar deep\", \" ll meet library\", \"k roommate also wants dubsack another friend may also want plan bringing extra tell know sure\", \n\"depends individual lor e hair dresser say pretty parents say look gong u kaypoh also dunno wat collecting\", \"ok c 㜠\", \" enjoy watching playing football basketball anything outdoors \", \"can please ask macho price range want something new used plus interfued blackberry bold ltgt bb\", \"sorry sent blank msg yup trying serious studying now\", \"hey check da listed da\", \" p alfie moons children need song ur mob tell ur ms txt tone charity nokias poly charity polys zed profit charity \", \" meant apology texting get drugs ltgt night\", \n\" means february april getting place stay hustle back forth audition season since sister moved away harlem\", \"goin workout lor muz lose e fats \", \"damn poor zac stand chance\", \" message responce happend\", \" want tel u one thing u mistake k message sent\", \"yeah right bring tape measure fri\", \"still chance search hard will get let try \", \"meeting u work tel shall work tomorrow\", \" head straight \", \"get official england poly ringtone colour flag yer mobile tonights game text tone flag optout txt eng stop box wwx ã¥â£\", \n\"thank princess sexy\", \"oooh got plenty \", \"hui xin da lib\", \" big difference ltgt versus ltgt every ltgt hrs\", \" make cry just stuff happens top everything else pushes edge underdtand often cry sorry sorry life\", \" babe feel lets just get try cheer fit soo muchxxlove u locaxx\", \" know hook means right\", \"customer service announcement recently tried make delivery unable please call reschedule ref\", \"wats da model num ur phone\", \" really skateboarding now despite fact gets thrown winds bandages shit arms every five minutes\", \n\" can stop club tones replying stop mix see tonecomenjoy html terms club tones cost gbpweek mfl\", \" house e sky quite dark liao raining got excuse run already rite hee\", \"sorry left phone upstairs ok might hectic birds one fell swoop date\", \" thought see \", \"wamma get laidwant real doggin locations sent direct mobile join uks largest dogging network txt dogs nownyt eca lp ã¥â£msg\", \"carlos says can pick later yeah set\", \"hey babe friend cancel still visit \", \" per request maangalyam alaipayuthe set callertune callers press copy friends callertune\", \n\"hmm ill think ok forgiven d\", \" hoping get away langport still town tonight\", \"want send virtual hug need one\", \"probably still going stuff \", \" issues right now ill fix tomorrow\", \" come people\", \"senthil group company apnt pm\", \"oh really make air talent\", \"studying ll free next weekend\", \"r u yet wearing blue shirt n black pants\", \"wait will come ltgt min\", \" will reach ur home ltgt minutes\", \"well great weekend\", \" langport sorry probably bed pm sucks ill xmas gosri lanka \", \"frnd s juz word merely relationship silent promise says will wherevr whenevr forevr gudnyt dear\", \n\"huh also many mistakes\", \"ha u jus ate honey ar sweet\", \" turning phone moms telling everyone cancer sister stop calling hurts talk put see u u get home love u\", \"honey sweetheart darling sexy buns sugar plum loverboy miss boytoy smacks ass go gym \", \"thanks loving rock\", \"yeah imma come cause jay wants drugs\", \"ok thanx take care \", \"yup thk u oso boring wat\", \" came look flat seems ok s away alot wiv work got woman coming \", \"moji just informed saved lives thanks\", \" won nokia get win free auction take part send nokia now hgsuitelands rowwjhl \", \n\"whos class\", \"hey r 㜠still online finished formatting\", \"great attracts brothas\", \"promotion number ur awarded city break win ã¥â£ summer shopping spree every wk txt store skilgme tscswinawkage ã¥â£perwksub\", \"stupid possible\", \" cant pick phone right now pls send message\", \"lol happens vegas stays vegas\", \"hello hello hi lou sorry took long reply left mobile friends lancaster just got bak neway im sorry couldnã¥ã•t make ur bã¥ã•day hun\", \" use soc use home ãœã\\217 dunno type word ar\", \"dad says hurry hell \", \n\"wake ltgt morning\", \" get class bsn like ltgt minutes know advising \", \"great shoot big loads get ready\", \" meet lobby\", \" still coming tonight\", \" happen dear tell \", \"sir waiting call free please call \", \" movies laptop\", \" texted finished long time ago showered erything\", \"ok im sure time finish tomorrow wanna spend evening cos vewy vewy lubly love xxx\", \"hello per request ltgt rs transfered \", \" tirupur call da\", \" winner specially selected receive ã¥â£ cash ã¥â£ award speak live operator claim call pm cost p\", \n\"s luck catches put \", \" noe 㜠specify da domain nusstu ãœã\\217 still sch\", \"oh asked fun hahatake care ãœ\", \"shall get pouch\", \"hey loverboy love tell look picture ache feel legs fuck want need crave \", \" boy sweet words left morning sighs goes day love start studying\", \"kent vale lor ãœã\\217 wait ar\", \"ok good making money\", \"reading gud habit nan bari hudgi yorge pataistha ertini kano\", \"aight still want get money\", \"free top ringtone sub weekly ringtoneget st week freesend subpoly per weekstop sms\", \n\"okok okwhats ur todays plan\", \" town v important\", \"sorry pa dont knw ru pa\", \"wat u \", \" meeting 㜠rite go home lor 㜠dun feel like comin ok\", \"oh will get paid outstanding one commercial hasbro august made us jump many hoops get paid still \", \" late call tomorrow morningtake care sweet dreamsu ummifyingbye\", \"networking technical support associate\", \" gonna rip uterus\", \"cool like swimming pool jacuzzi house\", \"thanks ringtone order reference number x mobile will charged tone arrive please call customer services colourredtextcolourtxtstar\", \n\"yeah gang ready\", \"blank blank wat blank lol\", \" movie collect car oredi\", \" left already orchard now\", \"hi nights ur lucky night uve invited xchat uks wildest chat txt chat now pmsgrcvdhgsuitelandsrowwjhl ldn yrs\", \"nothing splwat abt u whr ru\", \" chikku nt yet ya free\", \"aldrine rakhesh ex rtm pls callurgent\", \" search happiness d main sources unhappiness accept life way comes u will find happiness every moment u live\", \" home please call\", \" guess good excuse lol\", \" frnd necesity life imagine urself witout frnd hwd u feel ur colleg watll u wth ur cell wat abt functions thnk abt events espell cared missed amp irritated u wrd dearloving frnds wthout u cant live jst takecare goodmorning\", \n\"gud mrng dear hav nice day\", \"old orchard near univ \", \" tacos rajas burrito right\", \"itâ\\200°ã›ã·s ã¥â£ get ok\", \"hows street end library walk \", \"plz note anyone calling mobile co amp asks u type ltgt ltgt disconnect callcoz iz attempt terrorist make use sim card itz confirmd nokia n motorola n verified cnn ibn\", \" stopped get ice cream will go back \", \" stitch trouser\", \" da vijay going talk jaya tv\", \" tfp\", \"hey bored thinking u wat r u \", \"nah wednesday bring mini cheetos bag \", \"nobody names penis girls name story add \", \n\"aight let know gonna around usf\", \" lip synced shangela\", \"ãœã\\217 neva tell noe home da aft wat \", \" bit ur smile hppnss drop ur tear sorrow part ur heart life heart like mine wil care u forevr goodfriend\", \"dear voucher holder claim st class airport lounge passes using holiday voucher call booking quote st class x \", \"buzz hey love think hope day goes well sleep miss babe long moment together loving smile\", \"haha sounds crazy dunno can tahan anot\", \" u early\", \"ya one slow poo\", \"bloomberg message center wait apply future httpcareers bloombergcom\", \n\"im gloucesterroad uup later\", \"yes tv always available work place\", \"yes place town meet exciting adult singles now uk txt chat now pmsg\", \"lol ouch wish stayed bit longer\", \"god asked forgiveness little child gave lovely reply\", \" join ltgt bus\", \" just ask will keep one maybe get messages sent glo\", \"free st week nokia tone ur mob every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox wwq normptone \", \"k will send ltgt min\", \" smoking help us work difficult time\", \"someone u know asked dating service contact cant guess call now will revealed pobox sxy p \", \n\"yesmum lookin strong\", \"sir goodmorning free call \", \" call \", \" gr see message r u leaving congrats dear school wat r ur plans\", \"love girls office may wonder smiling sore\", \"hi wlcome back wonder got eaten lion something nothing much\", \" uncle timi help clearing cars\", \" came hostel m going sleep plz call class hrishi\", \"ok bag \", \"hi just spoke maneesha v like know satisfied experience reply toll free yes \", \"ok lor msg b u call\", \"mila age blonde new uk look sex uk guys u like fun text mtalk pptxt st free ã¥â£ increments help\", \n\" fishrman woke early d mrng dark waited amp found sack ful stones strtd throwin thm d sea pass time atlast jus stone sun rose amp found tht r nt stones diamonds moraldont wake early d mrng good night\", \"claim shopping spree just call now won mobstorequizppm\", \" ur physics get \", \"dear friends sorry late information today birthday loving arpraveesh details log face book see number ltgt dont miss delicious treat\", \" r 㜠going send \", \"can online transaction\", \"dear got train seat mine lower seat\", \n\"let know need anything else salad desert something many beers shall get\", \"wat r u \", \"whore unbelievable\", \"want funk ur fone weekly new tone reply tonesu text wwwringtonescouk original n best tones gbp network operator rates apply\", \" sure mean get \", \" love know can feel make belly warm wish love shall meet dreams ahmad adoring kiss\", \"twinks bears scallies skins jocks calling now miss weekends fun call pmin stop texts call nat rate\", \"love want flood pretty pussy cum\", \"hey angry reply dr\", \n\"short cute good person\", \"also remember beads come ever\", \" thread wishlist section forums ppl post nitro requests start last page collect bottom \", \" first time history need comfort luxury sold price india onionrs ltgt petrolrs ltgt beerrs ltgt shesil ltgt\", \"feb ltgt love u day send dis ur valued frnds evn comes back ull gt married d person u luv u ignore dis u will lose ur luv evr\", \"actually nvm got hella cash still ltgt ish\", \" tried contact re reply offer video handset anytime networks mins unlimited text camcorder reply call now\", \n\" ok least armands still around\", \" da happy sit together na\", \"yup song bro creative neva test quality said check review online\", \" dude fake frnds got money thts y reffering u u member wit mail link u vl credited ltgt rs il getiing ltgt rs can draw acc wen ltgt rs\", \"dude makin weirdy brownies sister made awesome cookies took pics\", \"urgent trying contact last weekends draw shows won ã¥â£ prize guaranteed call claim code k valid hours \", \"pls dont restrict eating anythin likes next two days\", \"mm ask come enough \", \n\" funeral home audrey dad\", \"aight can text address\", \"excellent wish together right now\", \"yep fine ice age\", \"pls wont belive god jesus\", \"can dunno wat get \", \" yet chikkuk wat abt tht guy stopped irritating msging u\", \" long take get \", \" number vivek\", \" xmas iscoming ur awarded either ã¥â£ cd gift vouchers free entry r ã¥â£ weekly draw txt music tnc\", \"sorry brah just finished last exams \", \" got arrested possession shit lttimegt pm\", \" right though give space want need really starting become issue going suggest setting definite move still greece maybe ready now\", \n\"just normal \", \"please protect ethreats sib never asks sensitive information like passwordsatmsms pin thru email never share password anybody\", \" miss much desparate recorded message left day listen just hear sound voice love \", \"hi always online yahoo like chat someday\", \"goodmorning grandfather expired leave today\", \"congratulations u can claim vip row tickets c blu concert november blu gift guaranteed call claim tscs wwwsmsconet costã¥â£max \", \" yuou working getting pc moms find spot work need \", \n\"sure see can come bit\", \" agree can stop thinkin ipad can please ask macho question\", \" pool money together buy bunch lotto tickets win get ltgt u get ltgt deal\", \"ok\", \" askd u question hours answer\", \"watching tv lor nice one like lor\", \" thinking chennai forgot come auction\", \" 㜠come n pick ar\", \"early bird purchases yet\", \"went pay rent go bank authorise payment\", \"erm â\\200°ã› ill pick pm ll give enough time get park \", \"hey mate hows u honey u ave good holiday gimmi de gossx\", \"howz pain will come today said ystrdayice medicine\", \n\"chile please ltdecimalgt hour drive come time will subletting febapril audition season\", \"yes ammaelife takes lot turns can sit try hold steering\", \"yeah thought lemme know anythings goin later\", \"mmmm cant wait lick \", \"pls go today ltgt dont want excuses\", \"fantasy football back tv go sky gamestar sky active play ã¥â£k dream team scoring starts saturday register nowsky opt \", \"can plz tell ans bslvyl sent via fullonsmscom\", \"u town alone\", \" looking forward sex cuddling two sleeps \", \" rounder required\", \n\" truek u knw dis ltgt \", \"dont worry day big lambu ji vl cometil enjoy batchlor party\", \"oh ya got hip hop open haha thinking can go jazz zoom cine actually tonight free leh kb lesson tonight\", \"free msg single find partner area s real people waiting chat nowsend chat cncl send stopcs ã¥â£ per msg\", \" ok will part tomorrow\", \" found diff farm shop buy cheese way back now can call \", \"r u still working now\", \"win newest ã¥ã’harry potter order phoenix book reply harry answer questions chance first among readers\", \n\"yep like pink furniture tho\", \"free msg ringtone httptms widelivecomindex wmlidbaeceffffirsttruejul\", \"customer place wil cal u sir\", \"oh god found number glad text back xafter msgs cst std ntwk chg ã¥â£\", \" pure hearted person can wonderful smile makes even enemies feel guilty enemy catch world smile goodmorning amp smiley sunday\", \"thatã¥ã•s alrite girl u know gail neva wrongtake care sweet donã¥ã•t worryc u ltr hunlove yaxxx\", \"theoretically yeah able come\", \"alright hooked guys \", \" know people still town\", \n\" let math good \", \"oh ok wait lect havent finish\", \"yeah usual guys town re definitely people around know\", \" joining today formallypls keep prayingwill talk later\", \"happy sad one thing past good morning \", \" multimedia message email\", \"okie scared u say fat u dun wan already\", \" u get message\", \"sorry sir will call tomorrow senthilhsbc\", \" need person give na\", \" left vague just said inform person accounting delayed rent discuss housing agency renting another place checking online now places around usc ltgt \", \n\"hi juan im coming home fri hey course expect welcome party lots presents ill phone u get back loads love nicky x x x x x x x x x\", \"can plz tell ans bslvyl sent via fullonsmscom\", \"short cute good person\", \"gumbys special ltgt cheese pizza know doin tonight\", \" link picture sent can also use httpaltocoukwavewaveaspo\", \"like personal sized \", \" great aunts anniversary party tarpon springs\", \"cab available pick drop door steps\", \"oktake careumma \", \"unlimited texts limited minutes\", \"double mins txts orange tariffs latest motorola sonyericsson nokia bluetooth free call mobileupd calloptouthf\", \n\" problem will spending lot quality time together\", \"urgent nd attempt contact u ã¥â£ prize yesterday still awaiting collection claim call now aclpm\", \" heard week\", \"dear dave final notice collect tenerife holiday cash award call landline tcs sae box cwwx ppm\", \"yes last practice\", \"tells u call claim ã¥â£ prize u enter ur mobile personal details prompts careful\", \" thank wonderful\", \"otherwise part time job natuition\", \"ãœã\\217 mean confirmed tot juz say oni ok \", \"okie\", \" depends like treated \", \n\"right brah see later\", \"waiting e car mum lor u leh reach home already\", \" account xxxxxxxxx shows unredeemed points claim call identifier code xxxxx expires \", \" want new video handset anytime network mins half price line rental camcorder reply call delivery tomorrow\", \"went fast asleep deartake care\", \" just means fat head\", \"sounds like plan cardiff still still cold sitting radiator\", \"serious like proper tongued \", \"s good wondering wont say hi s smiling now coping long distance\", \" noe da car now later c lar wearing shorts\", \n\" important customer service announcement call freephone now\", \"yeah whatever lol\", \"today accept dayu accept brother sister lover dear best clos lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd rply means enemy\", \"ard lor ok message 㜠lor\", \"ok c u \", \"eh ur laptop got stock lei say mon muz come take look c got \", \" need ke qi ãœã\\217 bored izzit y suddenly thk \", \" wish think gonna snow much will flurries usually get melt hit ground eek snow since ltgt even born\", \"freeringtone reply real poly eg real pushbutton dontcha babygoodbye golddigger webeburnin st tone free u join ã¥â£wk\", \n\" thing change sentence want concentrate educational career im leaving \", \"oh really perform write paper go movie home midnight huh\", \"okay lor will still let us go ah coz will know later drop cards box right\", \" izzit still raining\", \" enough trouble sleeping\", \" havent add 㜠yet right \", \"lol really need remember eat drinking appreciate keeping company night babe smiles\", \"babe lost will try rebooting \", \"yes nigh cant aha\", \" thk 㜠gotta go home urself cos b going shopping frens present \", \"nooooooo gonna bored death day cable internet outage\", \n\"sos amount can get pls\", \"playin space poker u\", \" come guoyang go n tell u told \", \" need get now\", \" r giving second chance rahul dengra\", \"yeah fact just asked needed anything like hour ago much\", \" first strike red one bird antelope begin toplay fieldof selfindependence believe flower contention will growrandom\", \"y 㜠wan go c doctor\", \" daddy bb now\", \"free msg get gnarls barkleys crazy ringtone totally free just reply go message right now\", \" borderline yeah whatever\", \" got call landline number asked come anna nagar will go afternoon\", \n\" lor ya can go dinner together\", \" will gentle princess will make sweet gentle love\", \" u doin baby girl hope u okay every time call ure phone miss u get touch\", \"sorry went bed early nightnight\", \" like think always possibility pub later\", \"hmm yeah grooved im looking forward pound special \", \" got video tape pple type message lor u free wan help hee cos noe u wan watch infernal affairs ask u along asking shuhui oso\", \"hi dude hw r u da realy mising u today\", \" hungry buy food good lei mum n yun dun wan juz buy little bit \", \n\"refused loan secured unsecured get credit call free now text back help will\", \" probably eat today think gonna pop weekend u miss \", \" knew u slept v late yest wake late\", \"haha dont angry take practice real thing \", \" one day training\", \" kiss feel next \", \" nice day dear\", \" sent lanre fakeyes eckankar details mail box\", \" dad back ph\", \" specially selected receive award call lines close cost ppm tcs apply ag promo\", \" ask say please message\", \" e timing can go w u lor\", \"love aathilove u lot\", \n\" just callin say hi take care bruv\", \" won valued vodafone customer computer picked win ã¥â£ prize collect easy just call \", \" u turn heater heater set ltgt degrees\", \"thanks message really appreciate sacrifice sure process direct pay will find way back test tomorrow class now wonderful day\", \" trouble classes go well due dodgey one â\\200°ã› expecting mine tomo see recovery time place \", \"free video camera phones half price line rental mths cross ntwk mins txts call mobileupd calloptout\", \"wot u j\", \n\"night night see tomorrow\", \"roger weâ\\200°ã›ã·re probably going rem \", \" u think girl will propose u today seing ur bloody funky shit fucking faceasssssholeeee\", \" wish u feel alone\", \"great new offer double mins double txt best orange tariffs get latest camera phones free call mobileupd free now stoptxt tcs\", \"reason team budget available last buy unsold players base rate\", \"ceri u rebel sweet dreamz little buddy c ya moro needs blokes\", \"ringtoneking \", \"huh cant thk oredi many pages \", \" frens go lor alone wif mum n sis lor\", \n\"nationwide auto centre something like newport road liked \", \"hey missed tm last night phone charge smiles meeting friend shortly\", \"whatever juliana whatever want\", \"friendship game play word say doesnt start march ends may tomorrow yesterday today e\", \"ringtone club gr new polys direct mobile every week \", \"hello sort town already dont rush home eating nachos will let know eta\", \"ok lor anyway thk cant get tickets now cos like quite late already u wan go look ur frens darren wif now\", \"bank granite issues strongbuy explosive pick members nasdaq symbol cdgt per\", \n\" way ur home\", \"dizzamn aight ask suitemates get back\", \"nimbomsons yep phone knows one obviously cos thats real word\", \" love cuddle want hold strong arms right now\", \"r u continent\", \" pay like ltgt yrs difficult\", \"bored housewives chat n date now btnational rate pmin landlines\", \" tried call re reply sms video mobile mins unlimited text free camcorder reply call now del thurs\", \"kk will give treat\", \" nd time tried contact u u won ã¥â£ prize claim easy just call now p per minute btnationalrate\", \n\" just gonna worry nothing give money use\", \" get gift year didnt get anything bad\", \"somewhere beneath pale moon light someone think u dreams come true goodnite amp sweet dreams\", \"well pattern emerging friends telling drive come smoke telling weed fiendmake smoke muchimpede things see hesitant\", \" ow u dey paid thousad told u call \", \"im fine babes aint much tho saw scary movie yest quite funny want mrw afternoon town mall sumthinxx\", \" reaching home min\", \"forgot working today wanna chat things ok drop text free bored etc ring hope well nose essay xx\", \n\"ha must walk everywhere take tram cousin said can walk vic market hotel \", \"wan win meetgreet westlife u m currently tour unbreakable untamed unkempt text cost p std text\", \"please call customer service representative freephone pm won guaranteed ã¥â£ cash ã¥â£ prize\", \"discussed mother ah\", \"ok\", \"sorry text amp drive coherently see twenty\", \" will receiving weeks triple echo ringtone shortly enjoy \", \" place can get rooms cheap\", \"eek lot time especially since american pie like minutes long stop singing \", \n\"gran onlyfound afew days agocusoon honi\", \"uve selected stay top british hotels nothing holiday valued ã¥â£ dial claim national rate call bx swss\", \"university southern california\", \" pick rayan macleran \", \"u gd lor go shopping got stuff u wan watch infernal affairs come lar\", \"well balls time make calls\", \"wat time 㜠wan today\", \" ltgt mca conform\", \"oh ok wats ur email\", \"yes princess going make moan\", \"lol ok remember til last nite\", \"â\\200°ã› anyway many good evenings u s\", \"cool text \", \"sorry vikky watching olave mandara movie kano trishul theatre wit frnds\", \n\" happy babe woo hoo party dude\", \" taking italian food pretty dress panties \", \"wot u thout u gonna call txt bak luv k\", \" chosen receive ã¥â£ award pls call claim number collect award selected receive valued mobile customer\", \" holding \", \"dont flatter tell man mine two pints carlin ten minutes please \", \"hope scared\", \" cant pick phone right now pls send message\", \" home n ready\", \"please call customer service representative freephone pm won guaranteed ã¥â£ cash ã¥â£ prize\", \" time u get \", \" literally bed like ltgt hours\", \n\"yes reg ciao\", \" mean website yes\", \"win ã¥â£ cash prize prize worth ã¥â£\", \"thanks ringtone order reference number x mobile will charged tone arrive please call customer services \", \"lol just starve lose pound end day\", \"yeah impression got\", \"ok ok take care can understand\", \"motivate behind every darkness shining light waiting find behind every best friend always trust love bslvyl\", \"ya ok dinner\", \" slept time \", \"dont make ne plans nxt wknd coz wants us come ok\", \" school starting will stay weather like food social support system like friends school things important\", \n\"ha ha nan yalrigu heltiniiyo kothi chikku u shared many things wit far told body even uttered word abt u ur trusting much can tell others plz nxt time dont use words ok chikkub\", \"noice text \", \"hi di yijue meeting pm esaplanade tonight\", \"moby pub quizwin ã¥â£ high street prize u know new duchess cornwall will txt first name unsub stop ã¥â£ sp\", \" weeks savamob member offers now accessible just call details savamob pobox la wu ã¥â£week savamob offers mobile\", \"aight set free think text blakes address occurs quite sure thought \", \n\"hi dear saw dear happy battery low\", \" ages abj\", \"prof passed papers sem congrats student enna kalaachutaarama prof gud mrng\", \"dont kick coco \", \"fyi gonna call sporadically starting like ltgt bc doin shit\", \" contacted dating service someone know find call mobile landline poboxldns \", \"tbspersolvo chasing us since sept forã¥â£ definitely paying now thanks information will ignore kath manchester\", \"hope youã¥ã•re much fun without see u tomorrow love jess x\", \"ok wont call disturb one know avoiding burden \", \n\" reached home n bathe liao u can call now\", \"loans purpose even bad credit tenants welcome call noworriesloanscom \", \" actual exam harder nbme\", \" lot sickness thing going round take easy hope u feel better soon lol\", \"god picked flower dippeditinadew lovingly touched itwhichturnedinto u gifted tomeandsaid friend u\", \" kick new season wks free goals news ur mobile txt ur club name eg villa \", \"hey sathya till now dint meet even single time can saw situation sathya\", \"gam gone outstanding innings\", \n\"o played smash bros ltgt religiously\", \"sir good morning hope good weekend called let know able raise ltgt dad however said make rest available mid feb amount still quite short hoping help good day abiola\", \"hurry home soup done\", \" will check rooms befor activities\", \"good afternoon love good see words ym get tm smart move slave smiles drink coffee await \", \"quite ok bit ex u better go eat smth now else feel guilty\", \"orange brings ringtones time chart heroes free hit week go ringtones pics wap stop receiving tips reply stop\", \n\"lemme know \", \"private account statement shows unredeemed s m points call identifier code expires \", \" needs stop going bed make fucking dealing\", \" love brother time talk english grins say hey muhommad penny says hello across sea\", \" tried call re reply sms video mobile mins unlimited text free camcorder reply call now\", \"hey doc pls want get nice t shirt hubby nice fiting ones budget ltgt k help pls will load d card abi hwkeep posted luv mj\", \" remain unconvinced elaborate test willpower\", \"life nothing wen v get everything life everything wen v miss something real value people wil realized absence gud mrng\", \n\" miss \", \" aint answerin phone actually pretty reasonable hour sleepy\", \"hey rite u put ã¥ã\\210 evey mnth \", \" going bed now prin\", \" think just â\\200°ã›thanks see tomo\", \" u dun drive go sch\", \" home now lei\", \"gsoh good spam ladiesu b male gigolo join uks fastest growing mens club reply oncall mjzgroup stop reply stop msgã¥â£rcvd\", \"ok will come ur home half hour\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \" u hav frnd name ashwini ur college\", \"jus finish lunch way home lor tot u dun wan stay sch today\", \n\"k marrow coming class\", \"hot live fantasies call now just p per min ntt ltd po box croydon cr wb national rate call\", \"pls send address sir\", \" want lick pussy now\", \"yo gonna still stock tomorrowtoday trying get dubsack\", \"urgent mobile number awarded ukp prize guaranteed call landline claim valid hrs ppm\", \" see prolly yeah\", \"thought go dinner treat seem ok\", \" can stand away heart ache without wonder crave \", \"sorry never hear unless book one kinda jokethet really looking skinny white girls one line can much camera something like casting look\", \n\" \", \"sure thing big man hockey elections shouldnâ\\200°ã›ã·t go longer hour though\", \"watch lor saw swatch one thk quite ok ard need nd opinion leh\", \"hiya u like hlday pics looked horrible took mo hows camp amrca thing speak soon serena\", \"babe goes day miss already love loving kiss hope everything goes well\", \"yunny goin late\", \"doc prescribed morphine cause pain meds enough waiting mom bring med kick fast gonna try later\", \"cool want go kappa meet outside mu\", \"hey sexy buns told adore loverboy hope remember thank sister law meatballs grins love babe\", \n\"may b approve panalam posts\", \"spjanuary male sale hot gay chat now cheaper call national rate pmin cheap pmin peak stop texts call pmin\", \"sorry call later\", \" dont thnk wrong calling us\", \" workin get job\", \" done mean now\", \" ur luck love someone ur fortune love one loves u \", \"hi baby ive just got back work wanting see u allday hope didnt piss u phone today u give call xxx\", \"freemsg todays day ready horny live town love sex fun games netcollex ltd p per msg reply stop end\", \" yahoo boys bring perf legal\", \n\" need say anything know outsider\", \" ever one foot \", \"just got ltgt\", \"good donâ\\200°ã›ã·t need receiptsâ\\200°ã›ã“well done â\\200°ã› yes please tell whatâ\\200°ã›ã·s number ring \", \"ever green quote ever told jerry cartoon person irritates u always one loves u vry much fails express gud nyt\", \"leave wif lar ãœã\\217 wan carry meh heavy da num familiar ãœ\", \"beautiful truth expression face seen everyone depression heart understood loved ones gud ni\", \"infact happy new year seeing\", \" simpsons movie released july name band died start film green day bblue day cred day send b c\", \n\" shame maybe cld meet hrs tomo\", \"lol despite cramps like girl\", \" canã¥ã•t wait cornwall hope tonight isnã¥ã•t bad well itã¥ã•s rock night shite anyway iã¥ã•m going kip now good night speak soon\", \"pls help tell sura expecting battery hont pls send message download movies thanks\", \"please call amanda regard renewing upgrading current tmobile handset free charge offer ends today tel subject ts cs\", \" found way get another app phone eh will go net cafe take job geeee need babe crave see \", \" work mon thurs sat cant leh booked liao day u free\", \n\"ãœã\\217 comin fetch us oredi\", \" nannys address\", \"urgent costa del sol holiday ã¥â£ await collection call now toclaim sae tc s pobox stockport skxh costã¥â£pm maxmins\", \"haf u eaten wat time u wan come\", \"want new video phone anytime network mins half price line rental free text months reply call free delivery\", \"yo call get chance friend mine wanted ask big order\", \" single single answers fighting plus said broke didnt reply\", \" certainly puts things perspective something like happens\", \"now got tv watch meh u work today\", \n\" felt conveying reason ese \", \" mobile months u r entitled update latest colour mobiles camera free call mobile update co free \", \" going got exciting karaoke type activities planned debating whether play football eve feeling lazy though\", \" told coming wednesday\", \" ok called mom instead fun\", \"dear voucher holder claim weeks offer pc please go httpwwwwtlpcouktext tscs apply\", \"well desperate just call armand \", \" work right now \", \"congrats nokia video camera phone call calls cost ppm ave call mins vary mobiles close post bcm ldn wcnxx\", \n\" heard anything answering texts guessing flaked said jb fantastic\", \"mmmmmm love much ahmad wait year begin every second takes closer side happy new year love\", \"pls full name jokes school cos fees university florida seem actually ltgt k pls holla back\", \"sorry call later\", \"ok said got wisdom teeth hidden inside n mayb need remove\", \" pls pls drink plenty plenty water\", \" queen going royal wedding\", \" lag just sad part keep touch thanks skype\", \"ok lor go tog lor\", \"two teams waiting players\", \n\"can 㜠send copy da report\", \"swhrt u deyhope ur ok tot u daylove n misstake care\", \"ok da already planned wil pick \", \"urgent please call abta complimentary spanish holiday ã¥â£ cash await collection sae tcs box po ez ppm \", \"sorry call later meeting\", \" just really need shit tomorrow know awake like \", \" good registered vote\", \"hmm ok stay like hour cos eye really sore\", \"dear got bus directly calicut\", \"mm umma ask vava also come tell can play later together\", \"well general price ltgt oz let know much want\", \n\"sorry call later\", \" moment day valuemorning brings hopeafternoon brings faithevening brings luvnight brings restwish u find todaygood morning\", \"ltgt w jetton ave forgot\", \"ok coming home now\", \"can use foreign stamps country\", \"double mins txts months free bluetooth orange available sony nokia motorola phones call mobileupd calloptoutndx\", \"sorry lot friendfriend stuff just now talk actual guy wants buy\", \"free st week nokia tone ur mob every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox wwq normptone \", \n\"want funk ur fone weekly new tone reply tonesu text wwwringtonescouk original n best tones gbp network operator rates apply\", \"cmon babe make horny turn txt fantasy now babe im hot sticky need now replies cost ã¥â£ cancel send stop\", \" will come tomorrow di\", \"wylie update weed dealer carlos went freedom class lunsford\", \" happy baby alright take job hope fine send kiss make smile across sea kiss kiss\", \"c movie juz last minute decision mah juz watch lar tot 㜠interested\", \" enjoying semester take care brother\", \n\"important information orange user xxxxxx today ur lucky day find log onto httpwwwurawinnercom fantastic prizeawaiting \", \"get door \", \"lets use next week princess \", \" go home first lar 㜠wait lor put stuff first\", \" want kfc tuesday buy meals gravy mark \", \" da stupid daalways sending like don believe messagepandy mental\", \"oi gonna ring\", \"missed call alert numbers called left message \", \" attended nothing \", \"ard like dat lor juz meet mrt station 㜠dun haf come \", \" dear sleeping p\", \"er mw im filled tuth aight\", \n\"will office around pm now going hospital\", \"actually waiting weeks start putting ad\", \"anything lor go go lor\", \"u free sat rite u wan watch infernal affairs wif n darren n mayb xy\", \"plz note anyone calling mobile co amp asks u type ltgt ltgt disconnect callcoz iz attempt terrorist make use sim card itz confirmd nokia n motorola n verified cnn ibn\", \"yo around friend mines lookin pick later tonight\", \"stupid auto correct phone\", \"double eviction week spiral michael good riddance \", \" world suffers lot violence bad people silence good people\", \n\"ok thats cool just either raglan rd edward rd behind cricket ground gimme ring ur closeby see tuesday\", \"buy one egg daplease\", \" started skye\", \" bookedthe hut also time way\", \" several sir\", \"u really pig leh sleep much dad wake smth eat lunch today\", \" home please call\", \" love hope anything drastic dare sell pc phone \", \"now reached home tired now will come tomorro\", \"freemsg records indicate may entitled pounds accident claim free reply yes msg opt text stop\", \"u can win ã¥â£ music gift vouchers every week starting now txt word draw tscs wwwidewcom skillgame winaweek age ppermesssubscription\", \n\"life style garments account please\", \"lol wtf random btw lunch break\", \"sez hows u de arab boy hope u r good give love evry love ya eshxxxxxxxxxxx\", \" lay man just let know missed thought great day can send bimbo ugos numbers ill appreciate safe\", \"detroit home snow enjoy \", \"show ur colours euro offer get england flag lions tone ur phone click following service message info\", \"okie\", \"aight chillin friends room text way\", \" toshiba portege m gd\", \"well welp sort semiobscure internet thing\", \"text pass collect polyphonic ringtones normal gprs charges apply enjoy tones\", \n\"accordingly repeat just text word ok mobile phone send\", \"loosu go hospital de dont let careless\", \" much eighth\", \"omg joanna freaking looked thru friends find photos asking stuff myspace even logged like year \", \"send ur birthdate month year will tel u ur life partners name method calculation reply must\", \"juz now havent woke bit blur blur can dad went liao cant cum now oso\", \" clothes jewelry trips\", \"block breaker now comes deluxe format new features great graphics tmobile buy just ã¥â£ replying get bbdeluxe take challenge\", \n\"aah cuddle lush need lots tea soup kind fumbling\", \"important information orange user today lucky dayfind log onto httpwwwurawinnercom fantastic surprise awaiting \", \" late will \", \"sad story man last week bday wife nt wish parents forgot n kids went work even colleagues wish\", \" plans family set stone \", \"pls dont forget study\", \" never believe actually got taunton wow\", \"den weekdays got special price haiz cant eat liao cut nails oso muz wait finish drivin wat lunch still muz eat wat \", \" just broke list reasons nobodys town tell sarcastic just faggy\", \n\" ltdecimalgt m common car better buy china asia find less expensive ll holla\", \" greatest test courage earth bear defeat without losing heartgn tc\", \"sorry im stil fucked last nite went tobed got work \", \"hey whats plan sat \", \"beauty sleep can help ur pimples \", \"great hope using connections mode men also cos can never know old friends can lead today\", \"natalja f inviting friend reply yes see wwwsmsacunat stop send stop frnd \", \" get \", \"kind just missed train cos asthma attack nxt one half hr driving sure park\", \n\"ball moving lotwill spin last difficult bat\", \"haiyoh maybe hamster jealous million\", \"can please send auntys number\", \" glad following dreams\", \" reached home finally\", \"urgent important information user today lucky day find log onto httpwwwurawinnercom fantastic surprise awaiting \", \"winner valued network customer selected receivea ã¥â£ prize reward claim call claim code kl valid hours \", \"wn u r hurt d prsn s close u fight wit dem coz somtimes dis fight saves relation bt quiet leaves nothin relation gud eveb\", \n\"u can call now\", \"science tells chocolate will melt sunlight please walk sunlight bcoz want loss sweet friend\", \"yes come nyc audiitions trying relocate\", \" pocked \", \"congrats great wanted tell tell score cos might make relax motivating thanks sharing\", \" wud never mind u dont miss u dont need u wil really hurt wen u need amp u dont tell take care\", \"hey mr whats name bill brison book one language words \", \"okay good problem thanx\", \" information ikea spelled caps yelling thought left sitting bed among mess came said going got home class please try bullshit makes want listen less\", \n\"call ure done\", \"gwr\", \" best watch say cause get drunk motherfucker\", \"kit strip billed p netcollex ltd po box ig oja\", \"hmv bonus special pounds genuine hmv vouchers won just answer easy questions play now send hmv infowwwpercentrealcom\", \"please call immediately urgent message waiting \", \"thesmszonecom lets send free anonymous masked messagesim sending message see potential abuse\", \"well done costa del sol holiday ã¥â£ await collection call now toclaim sae tcs pobox stockport skxh costã¥â£pm maxmins\", \n\"hurt tease make cry end life die plz keep one rose grave say stupid miss u nice day bslvyl\", \"erm woodland avenue somewhere get parish magazine telephone number will \", \" ta jobs available let know please cos really need start working\", \"aiyar hard type u later free tell call n scold n tell u\", \"yup free\", \"good good billy mates gone just jogging enjoy concert\", \"yo come carlos will soon\", \"awww dat sweet can think something nice time tonight ill probably txt u later cos im lonely xxx\", \" guess useless calling u something important\", \n\"ha ha popped loo helloed hello\", \" dint tell anything angry told abi\", \"someone u know asked dating service contact cant guess call now will revealed po box m wu\", \" happens r waxsto wat want can come ill get medical insurance able deliver basic care currently shopping right medical insurance just give til friday morning thats ll see major person can guide right insurance\", \" keep ten rs shelf buy two egg\", \" well babe swollen glands throat end \", \" ur changes da report big cos already made changes da previous report\", \n\"captain room\", \" speak bcaz mobile problem can listen cannt listen voice calls later\", \"hiya stu wot u im much truble home moment evone hates even u wot hell av done now y wont u just tell text bck please luv dan \", \"s will take mokka players \", \" still playing gautham\", \"hey mr going sea view couple gays mean games give bell ya finish \", \"k jason says gonna around around ltgt\", \"sorry will able get see morning\", \"aight well keep informed\", \" number sir\", \" searching good dual sim mobile pa\", \" seems unnecessarily hostile\", \n\"dude got haircut now breezy \", \"congrats mobile g videophones r call now videochat wid ur mates play java games dload polyh music noline rentl bx ip pm\", \"appleday doctor tulsi leafday cancer lemonday fat cup milkday bone problms litres watrday diseases snd ths u care\", \" thought king hill thing \", \"nope come online now\", \"also tell said happy birthday\", \"y bishan lei tot 㜠say lavender \", \"boo time u get u supposed take shopping today \", \"now u sound like manky scouse boy stevelike travelling da bus homewot u inmind recreation dis eve\", \n\"fyi taking quick shower epsilon like ltgt min\", \" tuesday night r u real\", \"yes appt \", \"just got outta class gonna go gym\", \" want sent ltgt mesages today thats y sorry hurts\", \"ãœã\\217 write wat\", \"ha say just read anything way u seemed like judgemental save fridays pub\", \" valentine game send dis msg ur friends answers r d someone really loves u ques colour suits best\", \"hi asked waheeda fathima leave\", \"enjoy urself tmr\", \" still around use halfth\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall \", \n\" give us back id proof ltgt rs wont allow work will come home within days\", \"ãœã\\217 bot notes oredi cos juz rem got\", \"yes rent expensive way save\", \"night ended another day morning come special way may smile like sunny rays leaves worries blue blue bay gud mrng\", \"hows pain deary r u smiling\", \"fun fact although think armand eventually build tolerance shit considering much smokes gets fucked like hits\", \"important information orange user xxxxxxx today lucky dayfind log onto httpwwwurawinnercom fantastic surprise awaiting \", \n\"sorry help \", \"great send account number\", \"hellogorgeous hows u fone charge lst nitw wen u texd hopeu ad nice wkend im sure u lookin ward c u mrw luv jaz\", \" dating service asked contact u someone shy call now will revealed pobox m uz p\", \"ãœã\\217 send contents page\", \"night sweet sleep well just see exorcism emily rose may never sleep hugs snogs \", \" think u got think use got good ni\", \" right second gotta hit people first\", \"evry emotion dsnt hav wordsevry wish dsnt hav prayrs u smiled world wit uothrwise even d drop tear dsnt lik stay wit u b happy good morning keep smiling\", \n\" remember\", \"ujhhhhhhh computer shipped address sandiago parantella lane wtf poop\", \"mm yes dear look hugging p\", \" like dis sweater fr mango size already irritating\", \" number gonna massive pain ass rather get involved possible\", \"anytime lor\", \" want new video handset time network mins unlimited text camcorder reply call now del sat \", \"purity friendship two smiling reading forwarded message smiling just seeing name gud evng\", \"ur balance now ã¥â£ next question complete landmark big bob b barry c ben text b c good luck\", \n\" fineabsolutly fine\", \"k sure consent forms v\", \"ur tonexs subscription renewed charged ã¥â£ can choose polys month wwwclubzedcouk billing msg\", \" prize will go another customer tc wwwtcbiz pmin polo ltd suite london wj hl please call back busy\", \" much torch ja\", \" nothing u dinner w us\", \" just checking \", \"done internet connection v slow canâ\\200°ã›ã·t send will try later first thing tomo\", \"mathews tait edwards anderson\", \"yeah sure thing mate haunt got stuff sorted im going sound anyway promoting hex way dont know number joke\", \n\" need lar go engin cos sis arts today\", \"thanks honey still heard anything will leave bit longer crowd will try later great advice thanks hope cardiff still \", \" want new nokia colour phone delivered tomorrow free minutes mobile free text free camcorder reply call \", \" im snowboarding trip wondering planning get everyone together befor go meet greet kind affair cheers \", \"s watching live\", \"see christmassy \", \"k ready ltgt \", \" know god created gap fingers one made comes amp fills gaps holding hand love\", \n\" greatest test courage earth bear defeat without losing heartgn tc\", \" new years plans\", \"recpt ordered ringtone order processed\", \"baaaaaaaabe wake miss crave need \", \" just got message ignoring yes shopping \", \"dear mood cant drive brother drive\", \" dad get back\", \"can tell shola please go college medicine visit academic department tell academic secretary current situation ask can transfer ask someone check sagamu thing lautech vital completes medical education nigeria less expensive much less expensive unless will getting citizen rates new zealand\", \n\"yes just finished watching days lives love \", \"juz go google n search qet\", \"many times lose best ones bcoz \", \"good friends care close friends understand true friends stay forever beyond words beyond time gud ni\", \"just getting back home\", \"sorry call later ltgt mins\", \"dun need use dial juz open da browser n surf\", \" one registered subscribers u can enter draw gb gift voucher replying enter unsubscribe text stop\", \"awesome plan get time like ltgt text details wee bit\", \"take care sleep well need learn change life need get convinced will wait conversations usget convinced time family many sensesrespect overemphasise u role life\", \n\" chance win free bluetooth headset simply reply back adp\", \" also didnt get na hi hi hi hi hi\", \"ya cant display internal subs gotta extract \", \" said anything wrong sorry de\", \"sad story man last week bday wife nt wish parents forgot n kids went work even colleagues wish\", \" stupid say challenge god dont think write instead respond immed\", \"yeah able text ready meet \", \"v skint fancied bevieswaz gona go meet othrs spoon jst bin watchng planet earthsofa v comfey dont make hav gd night\", \" says quitting leasttimes day wudnt take much notice nah mind gonna see want come taunton tonight u can tell \", \n\" get free call \", \" little darlings far week need coffee run tomo believe time week already â\\200°ã›\", \"ok msg u b leave house\", \"still west coast haiz ãœã\\217ll take forever come back\", \"mmm fuck merry christmas \", \"alright thanks advice enjoy night ma try get sleep\", \"update face book status frequently \", \"just now saw message k da\", \" something u ate\", \" bank say money\", \"aiyar dun disturb u liao thk u lots aft ur cupboard come\", \"hey r watching movie tonight prob b home early\", \"yar lor u noe u used dat route \", \n\"mro coming gym machan goodnight\", \"dont think need yellow card uk travel ask someone gone just ltgt bucks\", \"can u look da lib got stuff havent finish yet\", \"sounds great im going sleep now good night\", \" b floppy b snappy happy gay chat service photo upload call pmin stop texts call \", \"housemaid murderer coz man murdered ltgt th january public holiday govtinstituitions closedincluding post officeunderstand\", \" come u got nothing \", \"nothing will ever easy looking reason take risk life love\", \" want grasp pretty booty \", \n\" got tea sure flavour\", \" going orchard now laready reaching soon u reaching\", \"dear denying words please\", \" know old dom told yesterday name roger got touch last night wants meet today pm\", \"come back tampa ffffuuuuuuu\", \" celebrate bã¥ã•day y else\", \"merry christmas u annie\", \"please tell special stock talking \", \" sent like\", \"urgent ur awarded complimentary trip eurodisinc trav acoentry ã¥â£ claim txt dis ã¥â£morefrmmob shracomorsglsuplt ls aj\", \"awesome minute\", \" problem walk around julianaland oblivious going around say things constantly go one ear go whatever want know upset listen tell going upset want surprised mad\", \n\" told everything will stop just dont let get dehydrated\", \" guess ltgt min\", \" home ard wat time will u reach\", \"storming msg wen u lift d phne u say hello u knw wt d real meaning hello d name girl yes u knw dat girl margaret hello d girlfrnd f grahmbell invnted telphone moralone can get d name person\", \" want mapquest something look usf dogwood drive\", \"aight just plan come later tonight\", \"die accidentally deleted e msg suppose put e sim archive haiz sad\", \"welcome ukmobiledate msg free giving free calling future mgs billed p daily cancel send go stop \", \n\" wishing great day moji told offer always speechless offer easily go great lengths behalf stunning exam next friday will keep touch sorry\", \"thanks reply today ur visa coming r u still buying gucci bags sister things easy uncle john also bills really need think make money later sha\", \"sorry flaked last night shits seriously goin roommate tonight\", \" said look pretty wif long hair wat thk cutting quite short leh\", \"ranjith cal drpd deeraj deepak min hold\", \"cheers callin babesozi culdnt talkbut wannatell u details later wenwecan chat properly x\", \n\"hey u still gym\", \" said u mind go bedroom minute ok sed sexy mood came minuts latr wid caken wife\", \"much better now thanks lol\", \"nothing smsing u n xy lor sorry lor da guys neva c u person sort know u lor u wan meet xy ask bring u along next meeting\", \"lemme know can swing pick free basically time semester\", \"wa u efficient gee thanx\", \" received mobile content enjoy\", \"s able sleep\", \"want explicit sex secs ring now costs pmin\", \" will meet soon princess ttyl\", \" pick pm go taunton still want come\", \n\"oh outside players allowed play know\", \" anything lor\", \"erutupalam thandiyachu\", \"y cant u try new invention fly joking\", \" ful song lyrics\", \" u reckon need arrange transport u thanks\", \"true lov n care wil nevr go unrecognized though somone often makes mistakes valuing will definitly undrstnd start missing \", \"shopping eh ger toking abt syd lehhaha\", \" standing\", \" good weekend\", \"miss call miss call khelate kintu opponenter miss call dhorte lage thats d rule one great phone receiving quality wins\", \n\"call get chance plz lt\", \" new deus ex game comin early next yr\", \" computer just fried essential part keep spares fucking idiot roommates looovvve leaving thing running full ltgt \", \" friend studying warwick planned go shopping concert tmw may canceled havnt seen ages yeah get together sometime\", \"probably couple hours tops\", \"lol grins babe thanks thinking \", \"man bus slow think gonna get \", \"hope text meets smiling let text give reason smile beautiful day\", \" case wake wondering forgot take care something grandma today done parade\", \n\"ok\", \"latest nokia mobile ipod mp player ã¥â£ proze guaranteed reply win now norcorp ltdã¥â£mtmsgrcvd\", \"sms services inclusive text credits pls goto wwwcomuknet login qxj unsubscribe stop extra charge help comuk cm ae\", \"nvm take ur time\", \" wats da decision\", \"wot u bitch\", \"stupid possible\", \" told hr want posting chennai working \", \"mobile club choose top quality items mobile cfcaa\", \" guys leaving\", \" neva grumble sad lor hee buy tmr lor aft lunch still meetin lunch tmr neva hear fr lei ãœã\\217 got lot work ar\", \n\" able anything\", \"ãœã\\217 takin linear algebra today\", \" weekend fine excuse much decorating\", \"sorry missed babe late slept hope enjoy driving lesson boytoy miss teasing kiss\", \"now project pa can come\", \"money won wining number wot next\", \"sure whenever show fuck gt\", \" random saw old roomate campus graduated\", \"congrats mobile g videophones r call now videochat wid ur mates play java games dload polyh music noline rentl bx ip pm\", \"men always needs beautiful intelligent caring loving adjustable cooperative wife law allows one wife\", \n\" sucks got planned yo valentine yo valentine \", \"just got part nottingham hrs miles good thing love man much mph hey ho\", \" think one saying clearly ok leave need ask will go come \", \"hi good mornin thanku wish u d \", \" u want meet morro\", \"actually decided hungry left yet v\", \" sent 㜠part\", \"cos shopping wif darren jus now n called ask wat present wan lor started guessing wif n finally guessed darren lor\", \" want cock hubbys away need real man satisfy txt wife strings action txt stop end txt rec ã¥â£ea otbox la ws \", \n\"understand loss gain work school\", \" u missed u havent much bit bored holiday want go bak college sad isnt xx\", \"hiya probably coming home weekend next\", \" forget though love walk beside watching keeping heart warm\", \" wish things different wonder will able show much value pls continue brisk walks drugs without askin please find things laugh love dearly\", \"ok days making dinner tonite invited\", \"gr new service live sex video chat mob see sexiest dirtiest girls live ur phone details text horny cancel send stop \", \n\" money steve mate \", \"im late tellmiss im way\", \"never blame day ur life good days give u happiness bad days give u experience essential life gods blessings good morning\", \"normally use drink water daily\", \"dare ask luck sorting car\", \"partys place usf charge can contribute way greatly appreciated yeah got room one \", \"urgh coach hot smells chip fat thanks especially duvet predictive text word\", \"hiya last night naughty bought clothes little ready shopping tho kind time wanna meet\", \"freemsg hi baby wow just got new cam moby wanna c hot pic fancy chatim win utxt rply chat hlp msgp rcv\", \n\" trying reach without success\", \" derek done class\", \"never y lei v lazy got wat dat day 㜠send da url cant work one\", \"never try alone take weight tear comes ur heart falls ur eyes always remember stupid friend share bslvyl\", \"hey mate spoke mag people weâ\\200°ã›ã·re deliver end month deliver th sept talk later \", \"hope good week just checking \", \"haha friend tyler literally just asked get dubsack\", \"hey u fancy meetin cha ã¥ã\\220 hav lil beverage txt ring can meet lr quite tired got vpist love pete x x x\", \n\"great safe trip dont panic surrender \", \"symptoms u love u like listening songs u get stopped u see name beloved u get angry \", \"sun ah thk mayb can dun anythin thk book e lesson e pilates orchard mrt u noe hor \", \"try something dear read something exams\", \" wonders world th th ur style th ur smile th ur personality rd ur nature nd ur sms st ur lovely friendship good morning dear\", \"gettin rdy ship comp\", \" hospital da will return home evening\", \"piss talking someone realise u point now read backwards\", \n\"think da wil \", \" awake oh \", \"good afternoon boytoy goes walking day get police abstract still wake miss babe\", \" much u trying get\", \"come around ltdecimalgt pm vikky otside nw il come tht time\", \"tell address \", \"honeybee said d sweetest d world god laughed amp said waitu havnt met d person reading msg moral even god can crack jokes gmgngegn\", \" buy blackberry bold torch buy new used let know plus saying buy ltgt g wifi ipad saying ltgt g\", \" together thinkin \", \"hiya hows going sunny africa hope u r avin good time give big old silver back big kiss \", \n\" time come tomorrow\", \"wanna laugh try chitchat mobile now logon txting word chat send cm po box london wa zf pmsg rcvd\", \"cha quiteamuzing thatã¥ã•scool babe\", \"omg u know ate\", \"urgent nd attempt contact uu won ã¥â£call b tcsbcmwcnxxcallcostppmmobilesvary maxã¥â£ \", \" \", \" directly behind abt rows behind ãœ\", \"congratulations ur awarded cd vouchers gift guaranteed free entry wkly draw txt music \", \" contract mobile mnths latest motorola nokia etc free double mins text orange tariffs text yes callback remove records\", \n\"urgent call landline complimentary ibiza holiday cash await collection sae tcs po box sk wp ppm \", \" plans yet \", \"hi engagement fixd ltgt th next month know really shocking bthmm njan vilikkamt ws al sudn\", \" course maths one day one chapter one month can finish\", \"wow think common take back ur freak unless u chop \", \" ur chance win ã¥â£ wkly shopping spree txt shop tscs wwwtxtshopcom custcare xpwk\", \"noooooooo please last thing need stress life fair\", \"u secret admirer looking make contact ufind rreveal thinks ur specialcall stopsmsppm\", \n\"mila age blonde new uk look sex uk guys u like fun text mtalk pptxt st free ã¥â£ increments help\", \" see can swing bit got things take care firsg\", \" wanted wish happy new year wanted talk legal advice gary split person make trip ptbo hope everything good babe love ya \", \" finished work yet something\", \"tomorrow going theatre can come wherever u call tell come tomorrow\", \"well done england get official poly ringtone colour flag yer mobile text tone flag now opt txt eng stop box wwx ã¥â£\", \"right wasnt phoned someone number like \", \n\" ok wun b angry msg u aft come home tonight\", \" good time nice something bit different weekends change see ya soon\", \"yo sorry shower sup\", \"carlos pick swing usf little bit\", \"full heat pa applyed oil pa\", \" stuck da middle da row da right hand side da lt \", \" laid airtel line rest\", \"hi u decide wot get bday ill prob jus get voucher frm virgin sumfing \", \"freemsg txt call claim reward hours talk time use phone now subscribegbpmnth inc hrs stoptxtstop\", \"hey j r u feeling better\", \" plan staying night prolly back til late\", \n\"thanx puttin da fone \", \" need th campus atm pick hour two\", \"oh haha den shld went today gee nvm la kaiez dun mind goin jazz oso scared hiphop open cant catch \", \" running managed minutes needed oxygen might resort roller option\", \" live next ltgt mins\", \"y de asking like \", \"just glad talking \", \"wat time 㜠finish\", \"sorry da gone mad many pending works \", \" much got cleaning\", \"hows favourite person today r u workin hard sleep last nite nearly rang u \", \"sunshine quiz win super sony dvd recorder canname capital australia text mquiz b\", \n\"ãœã\\217 called dad oredi\", \"good think send pix love see top bottom\", \"nvm going wear sport shoes anyway going late leh\", \"sorry call later meeting\", \" long fuckin showr\", \"received understood n acted upon\", \" finally came fix ceiling\", \"u need presnts always bcz u cant mis love jeevithathile irulinae neekunna prakasamanu sneham prakasam ennal prabha mns prabha love got dont mis \", \"jus finish blowing hair u finish dinner already\", \" bus love \", \"lol knew saw dollar store\", \"please call customer service representative pm won guaranteed ã¥â£ cash ã¥â£ prize\", \n\"todays voda numbers ending selected receive ã¥â£ reward match please call quoting claim code standard rates apply\", \" saturday sunday holiday difficult\", \"everybody fun evening miss \", \"got hella gas money want go grand nature adventure galileo little bit\", \" meeting call later \", \"oh wow thats gay will firmware update help\", \" move morphine\", \" come din c 㜠yup cut hair\", \"k k pa lunch aha\", \"oh ho first time u use type words\", \"captain vijaykanth comedy captain tv drunken \", \" course guess gods just got hold right now\", \n\" hide anythiing keeping distance \", \"havent\", \" ripped get mobile content wwwclubmobycom call polytruepixringtonesgames six downloads \", \"sorry din lock keypad\", \" u got persons story\", \" planning come chennai\", \" tried contact re reply offer video phone anytime network mins half price line rental camcorder reply call \", \"god created gap btwn ur fingers dat sum vry special will fill gaps holding ur hands now plz dont ask y created much gap legs \", \" okay going sleep now later\", \"please protect ethreats sib never asks sensitive information like passwordsatmsms pin thru email never share password anybody\", \n\"finally happened aftr decades beer now cheaper petrol goverment expects us drink drive \", \" ã¥â£ xmas reward waiting computer randomly picked loyal mobile customers receive ã¥â£ reward just call \", \" r e meeting tmr\", \"lol yes will add spice day\", \"hope great day\", \" prasanth ettans mother passed away last night just pray family\", \"k work something \", \"private account statement shows unredeemed s m points call identifier code expires \", \" message great doctor india drink appy fizz contains cancer causing age\", \n\" cant pick phone right now pls send message\", \" call tell now infront call now\", \"ok prob\", \"ladies first genus second k \", \" yes please swimming\", \"mum going robinson already\", \"ok set let u noe e details later\", \"tel software name\", \" send print outs da\", \"im realy soz imat mums nite moro \", \" born god said oh another idiot born\", \" didnt get ur full msgsometext missing send \", \"probably almost gas get cash tomorrow\", \"customer service announcement recently tried make delivery unable please call reschedule ref\", \n\" forgot ask 㜠smth card da present lei ãœã\\217 want write smth sign \", \" leaving house now\", \"hi babe chloe r u smashed saturday night great weekend u missing sp visionsmscom text stop stop ptext\", \"ãœã\\217 ready call \", \"wewa iriver mb\", \" good thing now getting connection bw\", \"sry dajst nw came home\", \" cool night lemme know around\", \" staying town \", \"haha yeah oz kind shitload\", \"ok u can take shopping u get paid d\", \" life means lot love life love people life world calls friends call world ge\", \n\"alright bring see like ltgt mins\", \" pls dont play others life\", \"eatin lunch\", \"hmmm give one day\", \" try g decided head \", \"ok prob\", \"surly ill give coming review\", \" march ending ready will call sure problem capital never complete far work ladies\", \"tessypls favor pls convey birthday wishes nimyapls dnt forget today birthday shijas\", \"pls give food preferably pap slowly loads sugar can take hour give water slowly\", \"urgent mobile awarded ã¥â£ bonus caller prize nd attempt contact call boxqu\", \n\" guy gets used dumb realize \", \"okey dokey iâ\\200°ã›ã·ll bit just sorting stuff \", \"don dawhats plan\", \"yes fine \", \"win winner mr t foley won ipod exciting prizes soon keep eye ur mobile visit wwwwincouk\", \" liked new mobile\", \"anytime\", \"mmmmmmm snuggles deep contented sigh whispers fucking love much can barely stand \", \"yar say got error\", \"hey anyway \", \"wow healthy old airport rd lor cant thk anything else b bathing dog later\", \"wif family booking tour package\", \" say bold torch later one torch bold\", \n\"haha awesome might need take doin tonight\", \"ya knw u vl giv ok thanks kanoanyway enjoy wit ur family wit st salary\", \"huh slow tot u reach long ago liao u days leh\", \"thats cool princess will cover face hot sticky cum \", \"big brotherâ\\200°ã›ã·s really scraped barrel shower social misfits\", \"oops thk dun haf enuff go check tell ãœ\", \"s min go lunch\", \"hey happened u switch ur cell d whole day isnt good now u care give call tomorrow\", \"k will addie amp art get home\", \" uncles atlanta wish guys great semester\", \n\"aiyo lesson early still sleepin haha okie u go home liao den confirm w lor\", \"forgot tell 㜠smth can 㜠like number sections clearer\", \"yup anything lor u dun wan ok\", \" home love still awake loving kiss\", \"hello peach cake tasts lush\", \"free game get rayman golf free o games arcade st get ur games settings reply post save activ press key arcade termsapply\", \"ll minor shindig place later tonight interested\", \"jason says cool pick place like hour\", \" mobile mths update latest cameravideo phones free keep ur number get extra free minstexts text yes call\", \n\" career tel added u contact indyarockscom send free sms remove phonebook sms ltgt\", \" reached already\", \" dont know ask brother nothing problem thing just told \", \"keng rocking ashes\", \"wat time r 㜠going xins hostel\", \"good morning dear shijutta great amp successful day\", \"buy space invaders chance win orig arcade game console press games arcade std wap charge see ocoukgames terms settings purchase\", \"oh k placement ah\", \" possession especially first offense\", \"nt driving even many reasons called bbdthts chikku hw abt dvg coldheard tht vinobanagar violence hw condition hw ru problem\", \n\" bought test yesterday something lets know exact day u ovulate will get u wks pls pls dont fret know u r worried pls relax also anything ur past history u need tell \", \" pizza u want\", \" keep seeing weird shit bein woah realising actually reasonable oh\", \"many happy returns day wish happy birthday\", \"ya nice ready thursday\", \" hospital da will return home evening\", \"thinking u x\", \"camera awarded sipix digital camera call fromm landline delivery within days\", \"orh tot u say now still dun believe\", \n\" just put sign choose number pin will show right\", \" beauty life next second hides thousands secrets wish every second will wonderful ur life gud n\", \"thanx u darlinim cool thanx bday drinks nite morrow take care c u soonxxx\", \" still maybe leave credit card can get gas get back like told \", \" weekly coolmob tones ready download weeks new tones include crazy frogaxel f akonlonely black eyeddont p info n\", \"well boy glad g wasted night applebees nothing\", \"cashbincouk get lots cash weekend wwwcashbincouk dear welcome weekend got biggest best ever cash give away \", \n\"ok lor u wan go look u\", \"u wan haf lunch da canteen now\", \" make life stressfull always find time laugh may add years life surely adds life ur years gud niswt dreams\", \"hey looks like wrong one kappa guys numbers still phone want can text see around\", \"urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs ppm\", \"thanks continued support question week will enter u draw ã¥â£ cash name new us president txt ans \", \" home doc gave pain meds says everything fine\", \" ãœâ© ardãœã¤ rest ard least ãœâ© price ãœâ© bedrm \", \n\" lovely night xxx\", \"prepare pleasured \", \"hitechnical supportproviding assistance us customer call email\", \" text way cup stop work bus\", \"whens radio show\", \" unique user id removal send stop customer services \", \" sure still available though\", \"watever relation u built dis world thing remains atlast iz lonlines lotz n lot memories feeling\", \"cheers lou yeah goodnite shame u neva came c ya gailxx\", \"hi got money da\", \"hi mobile ltgt added contact list wwwfullonsmscom s great place send free sms people visit fullonsmscom\", \n\"ok u tell wat time u coming later lor\", \"u repeat e instructions wats e road name ur house\", \" many people seems special first sight will remain special till last sight maintain till life ends shjas\", \"quite lor dun tell wait get complacent\", \"sorry completely forgot will pop em round week still \", \"u r beautiful girl ive ever seen u r baby come c common room\", \"o cant see can join denis mina denis want alone time\", \"sen told going join uncle finance cbe\", \"yup hey one day fri can ask miwa jiayin take leave go karaoke \", \n\"call senthil hsbc\", \"especially since talk boston personal statement lol woulda changed realized said nyc says boston now\", \"indeed way either \", \"urgent call landline complimentary ibiza holiday ã¥â£ cash await collection sae tcs po box sk wp ppm \", \"holy living christ taking long\", \"ãœã\\217 thk wat eat tonight\", \"thanx yup coming back sun finish dinner going back hotel now time flies tog exactly mth today hope haf many mths come\", \" opposite side dropped \", \"yup izzit still raining heavily cos e mrt c outside\", \n\"send resume\", \"gd luck ur exams \", \" u ask next sat can can make ok lor\", \"sorry uncle ll keep touch\", \"saw guys dolls last night patrick swayze great\", \"urgent nd attempt contact u ã¥â£ prize yesterday still awaiting collection claim call now \", \"santa calling little ones like call santa xmas eve call book time callsppm last mins s tc wwwsantacallingcom\", \"just come home want u miserable\", \" dont know s getting messages\", \" cool tyler take gonna buy drop place later tonight total order quarter got enough\", \n\" guy car shop flirting got phone number paperwork called texted nervous course now may address call boss tell knowing may get fired\", \"reverse cheating mathematics\", \" plan manage \", \"er hello things didnâ\\200°ã›ã·t quite go plan â\\200°ã›ã’ limping slowly home followed aa exhaust hanging \", \"sorry delay yes masters\", \"call u finish come n pick u\", \"private account statement shows unredeemed bonus points claim call identifier code expires \", \" oga left phone home just saw ur messages hope good great weekend\", \n\" worry though understand important put place poorly thought punishment face worst thing ever happened brb gonna go kill \", \"honey can pls find much sell predicte nigeria many times can used important reply monday\", \"e admin building might b slightly earlier call u reaching\", \"fyi usf now swing room whenever\", \" can call ltgt min thats ok\", \"ummmmmaah many many happy returns d day dear sweet heart happy birthday dear\", \"ãœã\\217 home work meh \", \"anything valuable situations first getting second loosing \", \n\" mark taking forever pick prescription pain coming back\", \" ur paper\", \"got smaller capacity one quite ex\", \"check choose babe videos smsshsexnetun fgkslpopw fgkslpo\", \"im good thinking \", \"u r winner u ave specially selected receive ã¥â£ cash holiday flights inc speak live operator claim pmin \", \" \", \" thought bout drink tap spile seven pub gas st broad st canal ok\", \" going sleep tired travel\", \"haha just thinkin\", \"yup giving problems now mayb jus leave \", \"lol just trying make day little interesting\", \n\" long get reply just defer admission til next semester\", \" word checkmate chess comes persian phrase shah maat means king dead goodmorning good day\", \"po de need job aha\", \"rats hey u ever vote next themes\", \"new mobiles must go txt nokia collect today ã¥â£ wwwtcbiz optout gbpmtmsg txtauction\", \" hope pee burns tonite\", \"oh rite well im best mate pete went week now geva longer week\", \"yay wait party together\", \"photoshop makes computer shut \", \" boys made fun today ok problem just sent one message just fun\", \n\" one issues california okay snow manageable\", \"private account statement shows unredeemed s m points call identifier code expires \", \"hmmm mayb can try e shoppin area one forgot e name hotel\", \"awesome gonna soon later tonight\", \" need details online job\", \" won valued vodafone customer computer picked win ã¥â£ prize collect easy just call \", \"missing pray inshah allah\", \"pls help tell ashley cant find number oh\", \" escape theatre now going watch kavalan minutes\", \"s will increase chance winning\", \n\"either way works ltgt years old hope doesnt bother \", \"maybe find something else instead\", \"gain rights wifedont demand trying husband lets see\", \" liked new house\", \" fine hope also\", \"also north carolina texas atm just go gre site pay test results sent\", \" u\", \"yes baby need stretch open pussy\", \"thanks bomb date phone wanted say \", \"ok\", \"hey guy know breathing neck get bud anyway able get half track usf tonight\", \"response one d powerful weapon occupy place others heart \", \"nokia phone lovly\", \n\"free messagethanks using auction subscription service pmsgrcvd skip auction txt unsubscribe txt stop customercare \", \"bored housewives chat n date now btnational rate pmin landlines\", \"sorry datoday wont come play driving clas\", \" really sorry lit hair fire\", \"oh shit thought trip loooooool just makes much sense now grins sofa reference sleep couch link sent went trip oh babe go celebration rents\", \"okey dokey swashbuckling stuff oh\", \"watching cartoon listening music amp eve go temple amp church u\", \n\" tension face smiling face waste face innocent face terror face cruel face romantic face lovable face decent face ltgt joker face\", \"dips cell dead m coming u better respond else shall come back\", \"well know mean texting\", \"hi dis yijue happy work wif 㜠gek\", \"lol oops sorry fun \", \"wat happened cruise thing\", \" know dat feelin pete wuld get em nuther place nuther time mayb\", \"lyricalladief inviting friend reply yes see wwwsmsacuhmmross stop send stop frnd \", \" worlds happiest frnds never characters dey just best understanding differences\", \n\" polyphonic tone ur mob every week just txt pt st tone free get txtin now tell ur friends ptone reply hl info\", \"yeah just open chat click friend lists make list easy pie\", \"alright tylers got minor crisis home sooner thought asap\", \" pick \", \" usual u can call ard smth\", \"new theory argument wins d situation loses person dont argue ur friends just kick amp say always correct\", \" many things antibiotic can used chest abdomen gynae infections even bone infections\", \"poor girl go one day lmao\", \" just times\", \n\"todays vodafone numbers ending selected receive ã¥â£ award number matches call receive ã¥â£ award\", \" pls make note s exposed also find school anyone else vomiting dog cat house let know later\", \"japanese proverb one can u can none can u must indian version one can let none can leave finally kerala version one can stop none can make strike \", \"sounds like lot time spent chastity device boy grins take beatings like good dog going lounge nice long bath now \", \" worse uses half way stops better complete \", \n\"miserable tell u side effects birth control massive gut wrenching cramps first months sleep last night\", \"send new number\", \"convey regards \", \"want latest video handset anytime network mins half price line rental reply call delivery tomorrow\", \" half years missed friendship\", \" cant pick phone right now pls send message\", \"oh fucks sake like tallahassee\", \"haha first person gonna ask\", \"ou guaranteed latest nokia phone gb ipod mp player ã¥â£ prize txt word collect ibhltd ldnwh pmtmsgrcvd\", \"taka lor wat time u wan come n look us\", \n\" free polyphonic ringtone text super get free poly tone week now sn pobox nr zs subscription pw\", \"m reaching another stops\", \" mean post wrote like many times ritten stuff let sit feeling time angry left hit send stop checked phone got car said sleep bored time clean fold laundry etc least make bed\", \"warner village c colin farrell swat wkend warner village get free med popcornjust show msgticketkioskvalid c tc kiosk reply sony mre film offers\", \"will come online today night\", \" anything special\", \n\" solihull want anything\", \"will good day\", \" regret inform u nhs made mistakeu never actually bornplease report yor local hospital b terminated r sorry inconvenience\", \"love holiday monday feeling even go dentists hour\", \" way tirupur\", \"goal arsenal henry v liverpool henry scores simple shot yards pass bergkamp give arsenal goal margin mins\", \" already got flaky parent snot supposed childs job support parent ride age anyway supposed support now hurt unintentional hurt nonetheless\", \" took hooch walk toaday fell splat grazed knees everything stayed home see tomorrow \", \n\"just dropped em omw back now\", \" nd time tried contact u u won pound prize claim easy call now p per min btnationalrate\", \"sitting mu waiting everyone get suite can take shower\", \"re call see facebook huh\", \"g says never answer texts confirmdeny\", \" common hearin r u wat r u ur day let ask u something different u smile today now gud evng\", \"hi dear call urgnt know whats problem want work problem least tell wating reply\", \"oh yah never cancel leh haha \", \" can go e normal pilates intro \", \"ok let u noe leave house\", \n\"oh yes like torture watching england\", \"wanna art d\", \"just hopeing wasnâ\\200°ã›ã·t pissed remember gone sisters something\", \"got takes take part wrc rally oz u can lucozade energy text rally le p see packs lucozadecoukwrc itcould u\", \"hi sexychat girls waiting text text now great night chatting send stop stop service\", \"good morning boytoy yummy lips sexy buns now think crave need \", \"match startedindia ltgt \", \" free call sir\", \"hey want anything buy\", \"hey babe going ever figure going new years \", \n\"kkcongratulation \", \"g wants know fuck \", \" cancelled yeah baby well sounds important understand darlin give ring later fone love kate x\", \"tomarrow want got court ltdecimalgt come bus stand \", \"ãœã\\217 go home liao ask dad pick \", \"omg can make wedding chapel frontierville get good stuff\", \" eatin now lor goin back work soon e mountain deer show huh watch b liao nice\", \"check mail mailed varma kept copy regarding membershiptake careinsha allah\", \"wrong phone phone answer one assume people well\", \n\"anyway think can secure anything lemme know want drive south chill\", \" already back home probably \", \"great news call freefone claim guaranteed ã¥â£ cash ã¥â£ gift speak live operator now\", \"hi amy will sending free phone number couple days will give access adult parties\", \" bus way calicut\", \"hi probably much fun get message thought id txt u cos im bored james farting night\", \"hi baby im sat bloody bus mo wont home wanna somethin later call later ortxt back jess xx\", \"welcome select o service added benefits can now call specially trained advisors free mobile dialling \", \n\" lost pounds since doc visit last week woot woot now gonna celebrate stuffing face\", \"u coming back dinner rite dad ask re confirm wif u\", \" masters will buy bb cos sale bf\", \"ahhhhjust woken bad dream u tho dont like u right now didnt know anything comedy night guess im \", \" vivek got call number\", \" u call lunch\", \" mean left early check cos working \", \" want ltgt rs da \", \" bit ur smile hppnss drop ur tear sorrow part ur heart life heart like mine wil care u forevr goodfriend\", \"yup ok\", \" want see pretty pussy\", \n\"dear voucher holder next meal us use following link pc enjoy dining experiencehttpwwwvouchmecometlpdiningasp\", \" people game mall iouri kaila\", \"urgent trying contact u todays draw shows won ã¥â£ prize guaranteed call land line claim valid hrs \", \" can donate ã¥â£ unicefs asian tsunami disaster support fund texting donate ã¥â£ will added next bill\", \"future planned tomorrow result today best present enjoy future\", \" will cme want go hos morow wil cme got dear didnt say time\", \" supposed meet discuss abt trip thought xuhui told afternoon thought can go lesson \", \n\"hey come online use msn \", \" fine hope good take care\", \"oops shower u called hey parking garage collapsed university hospital see crazy stuff like happen\", \"aiyo u poor thing u dun wan eat u bathe already\", \"yar tot u knew dis happen long ago already\", \" gorgeous keep pix cumming thank \", \" boy late home father power frndship\", \"jade paul y didnã¥ã•t u txt u remember barmed want talk u txt \", \"spending new years brother family lets plan meet next week ready spoiled \", \" u today\", \" said okay sorry\", \n\"slept thinkthis time ltgt pm dangerous\", \"networking job \", \"goldviking m inviting friend reply yes see wwwsmsacugoldviking stop send stop frnd \", \"dont let studying stress lr\", \" y u haf keep busy\", \" rushing working school rush go hungry\", \" channel\", \" telling coulda real valentine u never pick nothing\", \"phony ã¥â£ award todays voda numbers ending xxxx selected receive ã¥â£ award match please call quoting claim code standard rates app\", \" made eta taunton planned hope thatâ\\200°ã›ã·s still okday good see xx\", \n\" hungry buy smth home\", \"hey kate\", \" drive can read need write\", \"just looked addie goes back monday sucks \", \"happy new year hope good semester\", \"esplanade lor else\", \"can talk \", \"hmph go head big baller\", \"well like actually called someone punto woulda worse\", \"nope since ayo travelled forgotten guy\", \" still around looking pick later\", \"cds u congratulations ur awarded ã¥â£ cd gift vouchers ã¥â£ gift guaranteed freeentry ã¥â£ wkly draw xt music tncs wwwldewcomwinppmxage \", \" someone year ltgt toyota camry like mr olayiwolas mileage ltgt k clean need know much will sell can raise dough soon landing will sell holla back\", \n\"guess pub im im happy pig clover whatever saying \", \"ill b soon\", \"oh k will come tomorrow\", \"go fool dont cheat others ok\", \" mobile numberpls sms ur mail idconvey regards achanammarakheshqatar\", \" way rencontre meet mountains dont\", \" won guaranteed ã¥â£ cash ã¥â£ prize claim yr prize call customer service representative pm cost p\", \"u attend ur driving lesson many times wk n day\", \"uncle g just checking rewarding month\", \"hello boytoy geeee missing today like send tm remind thinking loved loving kiss\", \n\" think two still need get cash can def ready \", \"hey galsu wanna meet dinner nãœã‚te \", \"dear xxxxxxx uve invited xchat final attempt contact u txt chat pmsgrcvdhgsuitelandsrowwjhl ldn yrs\", \"babe talking think good boy missing love \", \"great office today\", \" cool can last little getting time soon\", \" sad puppy noise\", \"yes possible dint try pls dont tell one k\", \"anyway holla whenever around need excuse go creep people sarasota\", \" happen\", \" gonna ask lol think \", \"ur cashbalance currently pounds maximize ur cash now send go pmeg cc hgsuitelands rowwjhl\", \n\"private account statement shows unredeemed sm points call identifier codexx expires \", \"go chase run crossing street\", \" like tell deepest darkest fantasies call just pmin stop texts call nat rate\", \" coming friday leave pongal get news work place\", \"hey inconvenient sis huh\", \"ok vl u know got adsense approved\", \" really good see day dudette missing \", \" want go perumbavoor\", \" many times told stage use laugh listen aha\", \" believe true incredible txts reply g now learn truly amazing things will blow mind ofwd ptxt\", \n\" hear \", \"thanks just talk saturday dear cherish brother role model\", \"pls clarify back open return ticket can preponed go back kerala\", \"natalie f inviting friend reply yes see wwwsmsacunataliek stop send stop frnd \", \" ran younger man will make pretty babies together \", \"jamster get free wallpaper text heart now tc apply need help call \", \"o ic lol play doors sometime yo\", \"dunno dad said coming home bring us lunch yup go w u lor call u reach school lor\", \" sent jd customer service cum accounts executive ur mail id details contact us\", \n\"desires u going doctor liver get bit stylish get ur hair managed thats \", \"hmmmstill dont opener\", \"yeah basically time next week can get away mom amp get \", \"edison rightly said fool can ask questions wise man can answer now know us speechless viva gm\", \" will vote wherever heart guides \", \" sis lor juz watched italian job\", \"tick tick tick die loneliness know pouts stomps feet need \", \"lmao know well\", \"double mins double txt price linerental latest orange bluetooth mobiles call mobileupd latest offers calloptoutlf\", \n\" train back northampton afraid staying skyving today ho ho will around wednesday though fancy comedy club week way\", \"goodnight da thangam really miss u dear\", \"hey next sun basic yoga course bugis can go pilates intro next sat tell time r free\", \"geeeee internet really bad today eh \", \"free video camera phones half price line rental mths cross ntwk mins txts call mobileupd calloptout\", \" think disturbing da\", \"sorry call later meeting sir\", \"havent stuck orchard dads car going dinner now u leh r free tonight\", \n\"ok also wan watch e pm show\", \" dunno lei like dun haf\", \" brother transfered ltgt ltgt pa\", \" calls later afternoon onwords mtnl service get problem south mumbai can hear cannt listen \", \" ã¥â£ uk break accommodationvouchers terms conditions apply claim mustprovide claim number \", \"talk g x \", \"hai dear friends new amp present number rajitha raj ranju\", \"p alfie moons children need song ur mob tell ur ms txt tone charity nokias poly charity polys zed profit charity\", \" different styles\", \"win ã¥â£ shopping spree every week starting now play text store skilgme tscs winawk age ã¥â£perweeksub\", \n\"gud ni dearslp welltake careswt dreamsmuah\", \" want sent ltgt mesages today thats y sorry hurts\", \" nd attempt contract u won weeks top prize either ã¥â£ cash ã¥â£ prize just call \", \"well glad find totally disagreeable lol\", \"guy flash now go call call madam take care oh\", \" want new nokia colour phone deliveredtomorrow free minutes mobile free texts free camcorder reply call \", \"mark works tomorrow gets work house can meet u afterwards\", \"keep ur problems ur heart\", \"yeah give call got minute\", \n\"hi babe uawakefeellikw shitjustfound via aletter thatmum gotmarried thnovbehind ourbacks ã¥ã\\220 fuckinniceselfish\", \"amazing rearrange letters gives meaning dormitory dirty room astronomer moon starer eyes see election results lies lets recount motherlaw woman hitler eleven plus two twelve plus one amazing \", \"aiya discuss later lar pick 㜠\", \"hey happy birthday\", \"sorry missed call can please call back\", \"omg one thing another cat worms bad day end\", \"good morning im suffering fever dysentry will able come office today\", \n\" wont anything de\", \" type stuff sing\", \"st andre virgils cream\", \" will check rooms befor activities\", \" fri ah okie lorgoin drivin den go shoppin tt\", \"gokila talking aha\", \"hi shanilrakhesh thanks exchanged uncut diamond stuffleaving back excellent service dino prem\", \"kk month kotees birthday know\", \" really really broke oh amount small even ltgt \", \"sorry mates phone didnt write love kate\", \"themobhit link get premium pink panther game new sugababes crazy zebra animation badass hoody wallpaper free\", \n\"ah well confuses things doesnt thought friends now maybe wrong thing already sort invited tho may come cos money\", \"aight call close\", \"nope thats fine might nap tho \", \" msg mobile content order resent previous attempt failed due network error queries customersqueriesnetvisionukcom\", \" news hassling get weed week andres money haughaighgtujhyguj\", \" boy loved gal propsd bt didnt mind gv lv lttrs bt frnds threw thm d boy decided aproach d gal dt time truck speeding towards d gal wn hit d girld boy ran like hell n saved asked hw cn u run fast d boy replied boost d secret energy n instantly d girl shouted energy n thy lived happily gthr drinking boost evrydy moral d story hv free msgsd gud ni\", \n\" wnt buy bmw car urgently vry urgent hv shortage ltgt lacs source arng dis amt ltgt lacsthats prob\", \"ding ya break fassyole blacko londn\", \" really need kiss u miss u baby ur baby eva\", \" sign maturity start saying big things actually start understanding small things nice evening bslvyl\", \"oh got many responsibilities\", \" new message please call \", \" reached sch already\", \"december mobile mths entitled update latest colour camera mobile free call mobile update vco free \", \"u definitely need module e humanities dis sem izzit u wan take modules st\", \n\"argh fuck nobody town \", \"get lions england tone reply lionm mono lionp poly go wwwringtonescouk original n best tones gbp network operator rates apply\", \"thanks fills complete calm reassurance \", \"aslamalaikkuminsha allah tohar beeen muht albi mufti mahfuuzmeaning \", \" driving training\", \"lol real told dad cancer\", \"private account statement \", \"oops ltgt \", \" enufcredeit tocallshall ileave uni get bus yor house\", \"hi chikku send nice msgs\", \" impossible argue always treats like sub like never released will remind necessary\", \n\" work ah den plus lor u workin oso rite den go orchard lor place go liao\", \" wonderful okors great month cherish guys wish well day mojibiola\", \"cuz ibored don wanna study\", \"wot wed nite til \", \"rose redred bloodblood heartheart u u send tis ur friends including u like u get back u r poor relation u need support u r frnd many luvs u praying god marry u try \", \" way \", \" sucks go u can hair free right\", \" still working time also tried adding zeros savings checking ltgt \", \"hmm dunno leh mayb bag goigng dat small jus anything except perfume smth dat can keep\", \n\"sday joined training started today\", \"sorry grocers\", \" nice pubs near frankie n bennys near warner cinema\", \" ve won costa del sol holiday ã¥â£ await collection call now toclaim sae tc s pobox stockport skxh costã¥â£pm maxmins\", \"yup havent want go yoga can call book \", \"oh shut omg yesterday dream kids boys pissed kids boys even told mark dream changing diapers cause getting owed face\", \"yeah imagine really gentle unlike docs treat patients like turkeys\", \"free st week nokia tone ur mobile every week just txt nokia get txting tell ur mates wwwgetzedcouk pobox wwq normptone\", \n\"now started dont stop just pray good ideas anything see can help guys ll forward link\", \"hi darlin im helens fone im gonna b princes nite please come tb love kate\", \" office now da \", \"aiyar u poor thing give u support k jia think u\", \"oh unintentionally bad timing great fingers trains play along will give fifteen min warning\", \"get garden ready summer free selection summer bulbs seeds worth ã¥â£ scotsman saturday stop go notxtcouk\", \"k come wenever u lik come also tel vikky come getting free time\", \n\"pls call da happen\", \"happy new year u ur familymay new year bring happiness stability tranquility ur vibrant colourful life\", \" problem renewal ll right away dont know details\", \"idk sitting stop shop parking lot right now bawling eyes feel like failure everything nobody wants now feel like failing \", \" left yet probably gonna til dinner\", \"like ltgt question\", \" new years eve ok went party boyfriend si hey\", \"sir need velusamy sirs date birth company bank facilities details\", \"k k sms chat \", \n\" will come karnan car please wait till pm will directly goto doctor\", \" bluray player can\", \"ok r meeting later\", \"lol just need cash nitros hurry come crash \", \"just send text skype later\", \"ok leave need ask\", \"congrats mobile g videophones r call now videochat wid ur mates play java games dload polyph music noline rentl bx ip p\", \"ãœã\\217 still got lessons ãœã\\217 sch\", \"y dun believe leh tot told true already thk muz c us tog believe\", \"oh charge camera\", \"iâ\\200°ã›ã·ve got salt can rub open wounds like\", \n\"now going lunch\", \" school now n da lab stuff give call 㜠r done\", \"oh k will come tomorrow\", \"aight text tonight see \", \"u \", \"water logging desert geoenvironmental implications\", \"rajipls favour pls convey birthday wishes nimya pls today birthday\", \"company goodenvironment terrific food really nice\", \" strange watching nd one now bed sweet dreams miss u \", \"sms auction brand new nokia auction today auction free join take part txt nokia now\", \"hi hope u r ok said text u seen let gently please \", \n\"babe fucking love know fuck good hear voice need crave get enough adore ahmad kisses\", \"k sure relatives home sms de pls\", \" sent like\", \"fuuuuck need stop sleepin sup\", \" town now jus take mrt later\", \" just cooked rather nice salmon la \", \" uploaded mine facebook\", \" time u wrkin\", \"okie\", \"ree entry weekly comp chance win ipod txt pod get entry std txt rate tcs apply details \", \" records indicate u maybe entitled pounds compensation accident claim free reply claim msg stop txt stop\", \"sorry call later\", \n\"oh oh den muz change plan liao go back yan jiu \", \" wylie tampa sarasota\", \"ok take ur time n enjoy ur dinner\", \"darren saying dat u meeting da ge den dun meet dinner cos later u leave xy will feel awkward den u meet lunch lor\", \"spook mob halloween collection logo pic message plus free eerie tone txt card spook zed p per logopic \", \" like cheap iâ\\200°ã›ã·m happy splash wine makes feel better\", \"s fine difficulties phone works mine can pls send another friend request\", \"ugh leg hurts musta overdid mon\", \n\"call germany pence per minute call fixed line via access number prepayment direct access wwwtelediscountcouk\", \" ve won costa del sol holiday ã¥â£ await collection call now toclaim sae tc s pobox stockport skxh costã¥â£pm maxmins\", \"wot student discount can u get books\", \" fineabsolutly fine\", \" come can get b quite diff guess rite\", \" mobile mths update free oranges latest colour camera mobiles unlimited weekend calls call mobile upd freefone stoptxt\", \" will reach ur home ltgt minutes\", \"babe answering see maybe better reboot ym got photo great \", \n\"hi think match\", \" know thinkin malaria relax children cant handle malaria worse gastroenteritis takes enough replace loss temp will reduce give malaria meds now will just vomit self limiting illness means days will completely stop\", \"dai downloaded exe file can run exe installing\", \" yesterday true true\", \"kk business now\", \" pa selected\", \"natalja f inviting friend reply yes see wwwsmsacunat stop send stop frnd \", \" keep ten rs shelf buy two egg\", \" late will \", \"well thats nice bad cant eat \", \n\" accidentally brought em home box\", \"pls needs dat slowly will vomit \", \" take exam march \", \"jane babes goin wrk feel ill lst nite foned already cover chuck\", \" nights nt staying port step liao ex\", \" die want u stuffs\", \"oh fuck juswoke bed boatin docks slept wid year old spinout giv u da gossip lr xxx\", \"smile pleasure smile pain smile trouble pours like rain smile sum hurts u smile becoz someone still loves see u smiling\", \"prabha sorydarealyfrm heart sory\", \" remet alex nichols middle school turns dealing\", \n\"private account statement fone shows unredeemed s m points call identifier code expires \", \" means u keep ur words\", \"nope still market\", \" realise busy guy trying bother get exams outta way try cars gr day\", \" chosen receive ã¥â£ award pls call claim number collect award selected receive valued mobile customer\", \"hey project started aha da\", \"ok cool see ya \", \" uworld site buying qbank buying self assessment also\", \" opinion jada kusruthi lovable silent spl character matured stylish simple pls reply\", \n\"someonone know trying contact via dating service find call mobile landline boxskch \", \"yeah can still give ride\", \"jay wants work first sound\", \"gud gudk chikku tke care sleep well gud nyt\", \" part checking iq\", \"hmm thinking lor\", \" course tease know simply must see grins keep posted prey loving smile devouring kiss\", \"thanks temales wonderful thank great week\", \"thank princess want see nice juicy booty\", \" eaten day sitting staring juicy pizza eat meds ruining life\", \"gud ni dearslp welltake careswt dreamsmuah\", \n\"u come n search tat vid finishd\", \"k leaving soon little \", \"urgent please call landline ã¥â£ cash holiday await collection t cs sae po box mxy \", \"yeah work fine started last week stuff dull easy guys fun\", \" studies alone without anyones help cant need study\", \"please tell car keys purse\", \" didnt get anything da\", \"ok sweet dreams\", \"well big surprise\", \" usualiam fine happy amp well\", \" cbe chennai\", \"can help u swoop picking u wherever ur birds r meeting u want\", \" anyone calls treadmill say buy make sure working found ad craigslist selling ltgt \", \n\" absolutely love south park recently started watching office\", \" see film\", \"pls speak wont ask anything friendship\", \"storming msg wen u lift d phne u say hello u knw wt d real meaning hello d name girl yes u knw dat girl margaret hello d girlfrnd f grahmbell invnted telphone moralone can get d name person\", \"gud niswt drmstake care\", \"hi darlin kate u doin somethin tonight im going pub called swan something parents one drink phone u can\", \"anything lar 㜠going home dinner\", \"er\", \" prize will go another customer tc wwwtcbiz pmin polo ltd suite london wj hl please call back busy \", \n\" u fix teeth asapok take care\", \" u wan come dinner tonight \", \"hello u u will u b moving flat cos will need arrange pick lamp etc take care hello caroline\", \" late kwish \", \"hi hope ur day good back walk table booked half eight let know ur coming \", \"oh yeah clearly fault\", \"dunno leh cant remember mayb lor wat time r meeting tmr\", \"best msg hard person u know one step foward will make u fall love amp one step back can ruin ur friendship good night \", \"urgent mobile number awarded ã¥â£ prize guaranteed call land line claim valid hrs ppm\", \n\"helloooo wake sweet morning welcomes enjoy day full joy gud mrng\", \"vikky come around lttimegt \", \" will princess \", \" gone get info bt dont know \", \"yeah probably \", \"sent ur email id soon\", \"urgent won week free membership ã¥â£ prize jackpot txt word claim tc wwwdbuknet lccltd pobox ldnwarw\", \" still pretty weak today bad day \", \"hey forget mine possession property mmm childish smile \", \" excellent thought misundrstud frnd knw u hate bt day wen ull knw truth ull hate urself gn\", \"hey congrats u id luv ive go home\", \n\"dear call \", \"xy trying smth now u eat already havent\", \"urgent please call landline ã¥â£ cash luxury canary islands holiday await collection tcs sae po box mxy ppm \", \" donno genes something\", \"xmas iscoming ur awarded either ã¥â£ cd gift vouchers free entry r ã¥â£ weekly draw txt music tnc wwwldewcomwinppmxagesubscription \", \"alex says ok ok \", \" u coming funeral home\", \" darling sister school resuming minimum wait period reapply take care\", \"ll hand phone chat wit u\", \"well good morning mr hows london treatin ya treacle\", \n\" make tonight\", \" time come tomorrow\", \" ltgt bucks banks fees fixed better call bank find \", \" can will tell quite long cos finish film yet\", \"pls ask macho much budget bb bold cos saw new one ltgt dollars\", \"hi missed call mumhas beendropping red wine theplace adress\", \"ill mins look \", \" leave\", \" coming back thursday yay gonna ok get money cheers oh yeah everything alright hows school call work now\", \"jolly good way will give u tickets sat eve speak x\", \"yeah thinking\", \"kk going tirunelvali week see uncle already spend amount taking dress want money will give feb \", \n\" got ur favorite oyster n got favorite sashimi ok lar dun say already wait ur stomach start rumbling\", \" sister going earn da\", \"get official england poly ringtone colour flag yer mobile tonights game text tone flag optout txt eng stop box wwx ã¥â£\", \"hahahause brain dear\", \"jus finish watching tv u\", \"k fyi back parents place south tampa might need deal somewhere else\", \"good morning love go sleep now wish great day full feeling better opportunity last thought babe love kiss\", \"kothi print marandratha\", \n\" havent got da topic yet rite\", \"ok problem yup going sch rem correctly\", \"thanks keep mind\", \"aah bless arm\", \"dear sirsalam alaikkumpride pleasure meeting today tea shop pleased send contact number qatarrakhesh indianpls save numberrespectful regards\", \"gal n boy walking d park galcan hold ur hand boyy u think run away gal jst wana c feels walking heaven princegn\", \" makes happy\", \"wishing wonderful week\", \"sweet heart \", \"sir waiting letter\", \"dude im longer pisces im aquarius now\", \"x course yrs just messages messenger lik r sending \", \n\" think steyn surely get one wicket\", \"neither sterm voice studying fine sure thing will resolved tho anyway fab hols\", \"garbage bags eggs jam bread hannaford wheat chex\", \" pride almost ltgt years old takin money kid supposed deal stuff grownup stuff tell \", \"sounds better evening im just costume im sure time finish tomorrow will txt end\", \" birthday feb ltgt da \", \" wanna gym\", \" like jerk\", \" u awake snow \", \" course make stink\", \"u r subscribed textcomp wkly comp st wks free question follows subsequent wks chargedpmsg unsubscribe txt stop custcare \", \n\" go openings room til thanksgiving without upcharge\", \" guys planning coming \", \"wat 㜠now\", \" parents kidz friends n colleagues screaming surprise waiting sofa naked\", \" sir hr trip bus last week another audition next wednesday think might drive time\", \" thought put back box\", \" home\", \" one interested may business plan\", \"yup paragon havent decided whether cut yet hee\", \"good morning princess great day\", \"guai ãœã\\217 shd haf seen naughty ãœã\\217 free today can go jogging\", \"aiyo cos sms 㜠㜠neva reply wait 㜠reply lar tot 㜠havent finish ur lab wat\", \n\"living simple loving also simple laughing simple winning tooo simple simple difficult \", \"tell something thats okay\", \"ok\", \"hmm shall bring bottle wine keep us amused just joking still bring bottle red white see tomorrow\", \" ur face test ltgt select number will tell ur face astrology waiting quick reply\", \"hey iouri gave number wylie ryans friend\", \"yep get program slacking\", \" inside officestill filling formsdon know leave \", \" think mentor percent sure\", \"call send girls erotic ecstacy just pmin stop texts call nat rate\", \n\"camera awarded sipix digital camera call fromm landline delivery within days\", \" ã¥â£ xmas reward waiting computer randomly picked loyal mobile customers receive ã¥â£ reward just call \", \"just trying figure suppose see couple different people week said get together set dates\", \"important message final contact attempt important messages waiting customer claims dept expires call now\", \"hi mom might back later ltgt \", \"dating two started sent text talk sport radio last week connection think coincidence\", \n\"lol oh got friend dog \", \"ok problem u frm wats matter\", \"k head mins see \", \" u konw waht rael friendship im gving yuo exmpel jsut ese tihs msg evrey splleing tihs msg wrnog bt sitll yuo can raed wihtuot ayn mitsake goodnight amp nice sleepsweet dreams\", \" cant pick phone right now pls send message\", \" want leave barely can stay sane fighting constantly helping\", \" current leading bid pause auction send customer care \", \"free entry grprizes wkly comp chance win latest nokia psp ã¥â£ cash every wktxt great httpwwwgrprizescom \", \n\"somebody set website can play hold em using eve online spacebucks\", \" sunny california weathers just cool\", \" new message call \", \" can make squeezed ltgt bucks dad\", \"good day pray remove teeth painful maintaining stuff\", \" babes hope ok shit nights sleep fell asleep iã¥ã•m knackered iã¥ã•m dreading work tonight thou upto tonight x\", \" friends help us problems give stupid suggestion lands us another problem helps us forgt previous problem\", \" work please call\", \" will gentle baby soon will taking ltgt inches deep inside tight pussy\", \n\" much fights good nite\", \"okok okwhats ur todays plan\", \"nt joking seriously told\", \"watching ajith film ah\", \"ooooooh forgot tell u can get yoville phone\", \" done handed know mega shop asda counts celebration thats \", \" dont know exactly ask chechi\", \"dunno lei shd b driving lor cos go sch hr oni\", \" want custom officer discount oh\", \" necessarily respectful\", \"hi hope good day better night\", \" apparently bffs carly quick now\", \"hard true much show amp express love someone much will hurt leave get seperatedå½ã¶â´â\\200°ã“â\\200¹ã›â¬ud evening\", \n\"babes think got ur brolly left english wil bring mrw u luv franxx\", \"hi babe thanks coming even though didnt go well just wanted bed hope see soon love kisses xxx\", \" gd got free ice cream oso wan\", \"pls give prometazine syrup mls ltgt mins later feed\", \" many days since \", \"dear angry busy dear\", \"yup msg tat yijue tot group mate cos meeting today mah askin 㜠leaving earlier wat mah cos mayb 㜠haf walk v far\", \" pub\", \" first time everything \", \"daddy shu shu looking u u wan tell ure singapore wat\", \n\" ask u meeting da ge tmr nite\", \"gr handle victoria island traffic plus album due\", \"nite nite pocay wocay luv u n e thing eva promise ring u morrowxxxx\", \"east coast\", \" get chicken broth want ramen unless know \", \" slave want take pictures today bright light cell phone bright light\", \"nope just forgot will show next week\", \" really masters \", \" bruce amp fowler now moms car park long story\", \" dont know oh hopefully month\", \"hi elaine todays meeting confirmed\", \"ok ksry knw sivatats y askd\", \"sorry call later\", \n\"u horrible gal u knew dat going wif yest n u still come n ask \", \"otherwise part time job natuition\", \"oh yeah diet just flew window\", \"santa calling little ones like call santa xmas eve call book time\", \" didnt complete gist oh\", \"er yeah will b sorry just tell pubcafe sit come wen u can\", \" can make time tonight whenever can cool just text whenever around\", \" paying attention\", \"thanx lot ur help\", \" gonna way specific \", \"jesus armand really trying tell everybody can find\", \" wif now buying tix lar\", \n\"mode men left\", \" slow using biolas fne\", \" youdoing later sar xxx\", \"hey booked lessons sun liao\", \"thank generally date brothas\", \" way make sure u get train worc foregate street shrub hill fun night x\", \" thought get watch just cos thats kind thing u getanth loves much\", \" won guaranteed award maybe even ã¥â£ cash claim ur award call free legitimat efreefone number wat u think\", \"good morning repair shop reason hour\", \" fine got enough bud last night least\", \" back good journey let know need receipts shall tell like pendent\", \n\" takes away money worries\", \"aight can pick open tonight\", \"latest news police station toilet stolen cops nothing go \", \"sac needs carry \", \"just sing hu think also important find someone female know place well preferably citizen also smart help navigate even things like choosing phone plan require guidance doubt ask especially girls\", \" hello wats talks email address\", \"except theres chick huge boobs\", \"im just wondering right now\", \"wishing beautiful day moment revealing even things keep smiling enjoy \", \n\" sparkling shopping breaks per person call visit wwwshortbreaksorguk\", \"arun can u transfr d amt\", \"sorry call later\", \" hear loud scream ltgt minutes cause gyno will shoving things belong \", \"december mobile mths entitled update latest colour camera mobile free call mobile update co free \", \"ok thk got u wan come now wat\", \"txt call claim reward hours talk time use phone now subscribegbpmnth inc hrs stoptxtstop wwwgambtv\", \"u goin nite\", \" will treasure every moment spend together\", \"shall bring us bottle wine keep us amused joking iâ\\200°ã›ã·ll bring one anyway\", \n\"httptms widelivecomindex wmlidadafirsttrueã¥ã\\201c c ringtoneã¥ã\\201\", \"get garden ready summer free selection summer bulbs seeds worth ã¥â£ scotsman saturday stop go notxtcouk\", \"urgent last weekends draw shows won ã¥â£ cash spanish holiday call now claim tc rstm sw ss ppm\", \"ok lor\", \" thought slide enough\", \"yup\", \"well obviously people cool college life went home \", \"ok lor 㜠reaching message \", \" mummys boy good bad positive negative mummy made wait hmmmm\", \"dhoni luck win big title will win\", \n\"yes princess want please every night wish command\", \" todaysundaysunday holiday work\", \" probably ltgt \", \"really hope work doesnt get stressful gr day\", \" seen back holby\", \"shall call now dear food\", \"urgent trying contact last weekends draw shows u won ã¥â£ prize guaranteed call claim code k valid hrs p pm\", \" li hai bored now da lecturer repeating last weeks stuff waste time \", \" picking various points going yeovil will motor project hours u take home max easy\", \"also fuck family going rhode island wherever fuck leaving alone week new bong gt\", \n\"ofcourse also upload songs\", \"p per min call germany bt line just p per min check planettalkinstantcom info ts cs text stop opt \", \"k will sent \", \"oh thanks lot already bought eggs \", \"k will sent \", \"u studying sch going home anyway b going sch later\", \"marvel mobile play official ultimate spiderman game ã¥â£ ur mobile right now text spider game ll send u free ball wallpaper\", \" think rule tamilnadu tough people\", \"cool shall go see go tip anyway home got something drop later lets go town tonight maybe mum can take us \", \n\"good afternoon love goes day sleep hope well boytoy think \", \"yes trust u buy new stuff asap can try \", \"sms services inclusive text credits pls goto wwwcomuknet login qxj unsubscribe stop extra charge help comuk cm ae\", \" wake gt\", \"now get step outta way congrats \", \"love one law make happy person love way friendship one law never make ur friend feel alone alive gud night\", \"private account statement shows unredeemed s m points call identifier code expires \", \"apo mokka players \", \"perhaps much easy give account identification will tomorrow uni\", \n\"wait will msg ltgt min\", \" told tell stupid hear wont tell anything dad called brother spoken \", \"gods love limit gods grace measure gods power boundaries may u gods endless blessings always ur life gud ni\", \" want inside every night\", \"machan go gym tomorrow wil come late goodnight\", \"lol mad first woke gave \", \" went project centre\", \"itâ\\200°ã›ã·s reassuring crazy world\", \"just making dinner \", \"yes please leave ltgt ltgt can leave\", \"oh okie lor go sat \", \" great role model giving much really wish day miracle god reason everything must say wish knew dont looked since young still great day\", \n\"ya referin meis ex wat ah waitin u treat somebody shld b rich liao gd den u dun work frm tmr onwards\", \"miles smiles r made frm letters u know d difference smile ur face keeps happy even though miles away u keep smiling good nyt\", \" way put skip right outside front house can see house just pull \", \"can pls send company name saibaba colany\", \" dont want hear anything\", \" big chic common declare\", \"thats cool want please \", \"going join tomorrow\", \" awarded sipix digital camera call landline delivery within days t cs box mbp yr warranty ppm p pã¥â£\", \n\" want tell bad feel basically times text lately need drugs\", \"private account statement shows unredeemed sm points call identifier code expires \", \"total disappointment texted craziest shit got \", \" just effect irritation just ignore \", \" one \", \" think tantrums finished yeah point\", \"compliments away system side\", \"happened adventuring\", \"hey chief can give bell get need talk royal visit st june \", \"ok another number\", \" know thinkin malaria relax children cant handle malaria worse gastroenteritis takes enough replace loss temp will reduce give malaria meds now will just vomit self limiting illness means days will completely stop\", \n\"aiyah ok wat long got improve can already wat\", \"want explicit sex secs ring now costs pmin gsex pobox wcn xx\", \" believe attached seeing every day know will best can get babe will go teach class midnight\", \"just sleeping surfing\", \"asked mobile chatlines inclu free mins india cust servs sed yes ler got mega bill dont giv shit bailiff due days o ã¥â£ want ã¥â£\", \"yeah jus rite\", \"armand says get ass epsilon\", \"u still havent got urself jacket ah\", \" taking derek amp taylor walmart back time done just leave mouse desk text priscillas ready\", \n\"hi durban still number\", \"ic lotta childporn cars \", \" contract mobile mnths latest motorola nokia etc free double mins text orange tariffs text yes callback remove records\", \" trying weekend v\", \" know wot people wear t shirts jumpers hat belt know r cribbs\", \"cool time think can get \", \"wen get spiritual deep great\", \" safe trip nigeria wish happiness soon company share moments \", \"hahahause brain dear\", \"well keep mind got enough gas one round trip barring sudden influx cash\", \"yeh indians nice tho kane bit shud go drink sometime soon mite hav go da works laugh soon love pete x x\", \n\"yes u texted pshewmissing much\", \" meant calculation ltgt units ltgt school really expensive started practicing accent important decided years dental school just nmde exam\", \"sorry call later\", \" next ltgt hours imma flip shit\", \"anything lor juz us lor\", \"get dump heap mom decided come lowes boring\", \"ok lor sony ericsson salesman ask shuhui say quite gd use considering\", \"ard like dat lor\", \" wait til least wednesday see get \", \"huh y lei\", \"reminder o get pounds free call credit details great offers pls reply text valid name house postcode\", \n\" nd time tried contact u u won ã¥â£ pound prize claim easy call now p per minute btnationalrate\", \"will 㜠b going esplanade fr home\", \"pity mood suggestions\", \" guy bitching acted like interested buying something else next week gave us free\", \"rofl true name\")"
## [2] "list(language = \"en\")"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
## [3] "list()"

sms_dtm<-DocumentTermMatrix(corpus_clean)
class(sms_dtm)

## [1] "DocumentTermMatrix"    "simple_triplet_matrix"

#sms_dtm
as.character(sms_dtm)

##     [1] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##    [18] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##    [35] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##    [52] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##    [69] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##    [86] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [103] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [120] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [137] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [154] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [171] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [188] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [205] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [222] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [239] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [256] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [273] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [290] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [307] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [324] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [341] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [358] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [375] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [392] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [409] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [426] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [443] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [460] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [477] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [494] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [511] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [528] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [545] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [562] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [579] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [596] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [613] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [630] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [647] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [664] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [681] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [698] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [715] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [732] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [749] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [766] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [783] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [800] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [817] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [834] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [851] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [868] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [885] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [902] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [919] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [936] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [953] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [970] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##   [987] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1004] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1021] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1038] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1055] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1072] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1089] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1106] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1123] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1140] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1157] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1174] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1191] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1208] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1225] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1242] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1259] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1276] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1293] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1310] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1327] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1344] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1361] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1378] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1395] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1412] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1429] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1446] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1463] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1480] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1497] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1514] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1531] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1548] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1565] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1582] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1599] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1616] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1633] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1650] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1667] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1684] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1701] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1718] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1735] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1752] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1769] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1786] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1803] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1820] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1837] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1854] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1871] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1888] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1905] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1922] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1939] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1956] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1973] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [1990] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2007] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2024] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2041] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2058] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2075] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2092] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2109] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2126] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2143] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2160] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2177] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2194] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2211] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2228] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2245] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2262] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2279] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2296] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2313] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2330] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2347] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2364] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2381] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2398] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2415] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2432] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2449] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2466] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2483] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2500] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2517] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2534] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2551] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2568] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2585] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2602] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2619] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2636] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2653] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2670] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2687] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2704] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2721] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2738] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2755] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2772] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2789] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2806] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2823] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2840] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2857] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2874] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2891] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2908] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2925] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2942] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2959] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2976] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2993] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3010] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3027] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3044] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3061] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3078] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3095] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3112] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3129] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3146] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3163] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3180] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3197] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3214] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3231] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3248] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3265] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3282] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3299] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3316] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3333] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3350] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3367] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3384] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3401] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3418] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3435] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3452] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3469] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3486] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3503] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3520] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3537] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3554] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3571] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3588] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3605] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3622] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3639] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3656] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3673] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3690] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3707] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3724] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3741] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3758] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3775] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3792] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3809] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3826] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3843] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3860] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3877] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3894] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3911] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3928] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3945] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3962] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3979] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3996] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4013] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4030] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4047] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4064] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4081] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4098] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4115] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4132] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4149] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4166] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4183] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4200] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4217] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4234] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4251] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4268] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4285] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4302] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4319] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4336] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4353] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4370] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4387] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4404] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4421] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4438] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4455] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4506] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4540] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4591] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4625] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4642] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4659] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4676] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4693] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4710] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4727] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4744] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4761] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4778] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4795] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4812] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4829] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4846] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4880] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4897] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4914] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4931] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4965] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4982] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4999] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5033] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5084] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5101] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5118] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5135] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5152] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5169] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5186] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5203] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5220] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5237] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5254] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5271] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5288] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5305] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5322] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5339] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5356] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5373] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5390] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5407] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5424] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5441] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5458] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5475] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5492] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5509] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5526] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5543] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5560] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
##  [5577] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5594] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5611] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5628] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5645] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5662] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5679] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5696] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5713] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5730] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5747] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5764] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5781] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5798] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5815] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5832] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5849] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5866] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5900] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5934] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5951] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5985] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6002] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6019] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [6036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6053] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6087] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6121] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6172] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6189] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6206] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6223] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6240] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6274] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6308] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6325] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6376] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6393] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6410] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6427] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6444] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6495] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6512] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6597] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6614] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [6631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6648] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6784] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6869] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6937] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6954] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7022] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7107] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7158] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7175] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7379] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7430] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7549] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7583] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7600] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7651] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7668] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7685] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7702] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7736] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7787] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7821] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7855] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7872] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7889] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7906] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7923] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7940] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7957] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7974] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7991] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8008] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8025] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8042] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8059] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8076] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8093] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8110] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8127] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8144] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8161] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8178] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8195] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8212] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8229] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8246] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8263] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8280] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8297] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8314] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8331] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8348] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8365] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8382] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8399] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8416] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8433] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8450] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8467] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8484] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8501] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8518] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8535] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8552] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8569] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8586] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8603] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8620] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8637] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8654] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8671] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8688] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8705] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8722] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8739] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8756] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8773] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8790] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8807] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8824] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8841] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8858] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8875] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8892] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8909] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8926] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8943] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8960] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8977] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8994] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9011] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9028] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9045] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9062] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9079] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9096] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9113] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9130] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9147] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9164] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9181] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9198] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9215] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9232] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9249] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9266] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9283] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9300] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9317] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [9334] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9351] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9368] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9385] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9402] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9419] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9436] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9453] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9470] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9487] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9504] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9521] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9538] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [9555] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9572] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9589] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9606] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9623] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9640] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [9657] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9674] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9691] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9708] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9725] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9742] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9759] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9776] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9793] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9810] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9827] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9844] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9861] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [9878] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9895] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9912] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9929] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9946] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9963] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9980] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9997] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10014] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10031] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10048] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10065] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10082] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10099] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10116] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10133] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10150] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10167] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10184] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10201] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10218] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10235] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10252] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10269] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10286] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10303] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10320] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [19755] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19772] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19789] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19806] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19823] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19840] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19857] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19874] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19891] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19908] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19925] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19942] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19959] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19976] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19993] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20010] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20027] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20044] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20061] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20078] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20095] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20112] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20129] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20146] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20163] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [20180] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20197] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20214] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20231] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20248] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20265] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20282] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20299] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20316] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20333] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20350] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20367] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20384] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20401] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20418] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20435] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20452] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20469] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20486] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20503] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20520] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20537] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20554] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20571] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20588] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20605] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20622] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20639] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20656] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20673] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20690] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20707] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20724] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20741] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20758] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20775] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20792] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20809] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20826] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20843] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20860] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20877] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20894] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20911] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20928] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20945] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20962] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20979] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20996] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21013] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21030] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21047] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21064] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21081] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21098] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21115] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21132] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21149] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21166] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21183] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21200] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21217] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21234] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21251] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21268] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21285] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21302] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21319] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21336] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21353] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21370] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21387] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21404] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21421] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21438] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21455] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21506] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21540] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21591] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21625] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21642] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21659] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21676] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21693] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21710] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21727] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21744] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21761] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [21778] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21795] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21812] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21829] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21846] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21880] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21897] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21914] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21931] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21965] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21982] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21999] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22033] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22084] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22101] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22118] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22135] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [22237] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22254] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22271] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22288] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22305] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22322] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22339] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22356] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22373] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22390] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22407] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22424] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [22441] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22458] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22475] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22492] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22509] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22526] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22543] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22560] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22577] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22594] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22611] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22628] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22645] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22662] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22679] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22696] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22713] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22730] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22747] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22764] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22781] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22798] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22815] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22832] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22849] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22866] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22900] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22934] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22951] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22985] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23002] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23019] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23053] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23087] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23121] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23172] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23189] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23206] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23223] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23240] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23274] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23308] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23325] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23376] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23393] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23410] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23427] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23444] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23495] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23512] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23597] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23614] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23648] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23784] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23869] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23937] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24022] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24107] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24158] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24175] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24379] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24430] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29768] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29785] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29802] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29853] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29870] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29887] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29904] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29921] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29938] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29955] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29972] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29989] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30023] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30040] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30057] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30074] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30091] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30108] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30125] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30142] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30159] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30176] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30193] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30210] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30227] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30244] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30261] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30278] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30295] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30312] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30329] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30346] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30363] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30380] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30397] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30414] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30431] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30448] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30465] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30482] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30499] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30516] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30533] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30550] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30567] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30584] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30601] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30618] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30635] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30652] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [30669] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30686] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30703] "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30720] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30737] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30754] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30771] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30788] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30805] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30822] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30839] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30856] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30873] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30890] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30907] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30924] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30941] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30958] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30975] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30992] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31009] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31026] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31043] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31060] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31077] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31094] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31111] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31128] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31145] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31162] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31179] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31196] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31213] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31230] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31247] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31264] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31281] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31298] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31315] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31332] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31349] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31366] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31383] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31400] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31417] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31434] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31451] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31468] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31485] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31502] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31519] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31536] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31553] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [33933] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [33967] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [33984] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [34001] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34018] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34035] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [34052] "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [34069] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34086] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34103] "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34120] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34137] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34154] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34171] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34188] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [34205] "0" "1" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34222] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34239] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34256] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34273] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34290] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34307] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34324] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34341] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34358] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34375] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34392] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34409] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [34426] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34443] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34460] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "1"
## [34477] "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "1" "0" "0" "0" "0" "0" "0"
## [34494] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34511] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34528] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34545] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34562] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [34579] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0"
## [34596] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [34613] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34630] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34647] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34664] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [34681] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34698] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34715] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [34732] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0"
## [34749] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34766] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34783] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [34800] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [34817] "0" "0" "0" "0" "0" "2" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [34834] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34851] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [34868] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34885] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34902] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34919] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34936] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34953] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [34970] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0"
## [34987] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [35004] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35021] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35038] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35055] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35072] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35089] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35106] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35123] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35140] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35157] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35174] "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [35191] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0"
## [35208] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35225] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35242] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35259] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0"
## [35276] "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [35293] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [35310] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35327] "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [35344] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [35361] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [35378] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35395] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35412] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [35429] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35446] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [35463] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35480] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [35497] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35514] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [35531] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [35548] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [35565] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35582] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35599] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [35616] "1" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [35633] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [35650] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [35667] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35684] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35701] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35718] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35735] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35752] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35769] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35786] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35803] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35820] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35837] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35854] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35871] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [35888] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [35905] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35922] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35939] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [35956] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35973] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [35990] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36007] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36024] "0" "2" "1" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36041] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36058] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [36075] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36092] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36109] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36126] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36143] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36160] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36177] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36194] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36211] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0"
## [36228] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36245] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [36262] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36279] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36296] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36313] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [36908] "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0"
## [36925] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [36942] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [36976] "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [37044] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37061] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [37078] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [37112] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [37163] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37180] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37197] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37214] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37231] "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37248] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37265] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37282] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37299] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37316] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37333] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2"
## [37350] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37367] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0"
## [37384] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37401] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37418] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37435] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37452] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37469] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [37486] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37503] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37520] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37537] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37554] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0"
## [37571] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37588] "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37605] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [37622] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37639] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37656] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37673] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37690] "0" "0" "0" "0" "1" "1" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [37707] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [37724] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37741] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37758] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [37775] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37792] "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37809] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37826] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37843] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37860] "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "1" "0" "0" "1" "0"
## [37877] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37894] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37911] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37928] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [37945] "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37962] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "1" "0"
## [37979] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [37996] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38013] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38030] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [38047] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1"
## [38064] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [38081] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38098] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38115] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38132] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38149] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38166] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38183] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38200] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38217] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "1"
## [38234] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38251] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38268] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38285] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38302] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [38319] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38336] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [38353] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [38370] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38387] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [38404] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38421] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38438] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38455] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [38472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38506] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38540] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38591] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [38608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38625] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [38642] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38659] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [38744] "0" "2" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
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## [38795] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [38812] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38829] "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38846] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [38880] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [38897] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38914] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
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## [38948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [38965] "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0"
## [38982] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [38999] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39033] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1"
## [39050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39084] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39101] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39118] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39135] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39152] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39169] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39186] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "3" "0" "0" "0" "0" "0" "0"
## [39203] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1"
## [39220] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39237] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39254] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39271] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39288] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39305] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [39322] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39339] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [39356] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39373] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39390] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39407] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39424] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39441] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39458] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0" "0"
## [39475] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39492] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39509] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39526] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [39543] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39560] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39577] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39594] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39611] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39628] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39645] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39662] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39679] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [39696] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39713] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39730] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39747] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39764] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39781] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [39798] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39815] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39832] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0"
## [39849] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39866] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [39900] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39934] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39951] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [39985] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40002] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40019] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40053] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40087] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "3" "0" "0" "0" "0" "0"
## [40104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40121] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40172] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40189] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40206] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40223] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40240] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40274] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [40308] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40325] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [40342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [40376] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40393] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40410] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40427] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [40444] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40495] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40512] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40597] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40614] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [40648] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40784] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40869] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40937] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [41022] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [41090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41107] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [41141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41158] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41175] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41226] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41311] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41379] "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41430] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [41447] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41549] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41583] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41600] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41651] "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [41668] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41685] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41702] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [41719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [41736] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41787] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41821] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [41855] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41872] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41889] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41906] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41923] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41940] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41957] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41974] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41991] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42008] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42025] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [42042] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42059] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42076] "0" "0" "0" "0" "2" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [42093] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42110] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42127] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42144] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42161] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42178] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42195] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42212] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42229] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42246] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42263] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42280] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42297] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42314] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42331] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42348] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42365] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [42382] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42399] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [42416] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42433] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42450] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42467] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42484] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42501] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42518] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42535] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42552] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [42569] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [42586] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42603] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42620] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42637] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42654] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [42671] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [42688] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42705] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42722] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42739] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42756] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42773] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42790] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42807] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42824] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42841] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42858] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42875] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [42892] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42909] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42926] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42943] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42960] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42977] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42994] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43011] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43028] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43045] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43062] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43079] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43096] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43113] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43130] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43147] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43164] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43181] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43198] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43215] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43232] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [43249] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [43266] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [43283] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43300] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43317] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43334] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43351] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [43368] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [43385] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51035] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51052] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51205] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51239] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [51256] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51324] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [51341] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51358] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51375] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51409] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51426] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51443] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51460] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51477] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51511] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51528] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51545] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51562] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51579] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51596] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51613] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51630] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51647] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51664] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51681] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51698] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51715] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51732] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51749] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51766] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51783] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51800] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51817] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51834] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51851] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51868] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [51885] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51902] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51919] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51936] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [51953] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [51987] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52004] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52021] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52038] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52055] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52072] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52089] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52106] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52123] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52140] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52157] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52174] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52191] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52208] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52225] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52242] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52259] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52276] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52293] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52310] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52327] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52344] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52361] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52378] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52395] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52412] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52429] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52446] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52463] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52480] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52497] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52514] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52531] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52548] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52565] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52582] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52599] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52616] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52633] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52650] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52667] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52684] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52701] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52718] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52735] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52752] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52769] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52786] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52803] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52820] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [66879] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [72438] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72455] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [72506] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72540] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72591] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [72642] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72659] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72676] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72693] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72710] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72727] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72744] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72761] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72778] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72795] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [72863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [72880] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [72948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [72982] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [73016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [73033] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [73050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [73067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [73084] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [73152] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [73169] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [73407] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [73560] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [73577] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [73730] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
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## [73764] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [81312] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81329] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81346] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81363] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81380] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81397] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [81448] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81465] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81482] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81499] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81516] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81533] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81550] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81567] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81584] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81601] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81618] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81635] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81652] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81669] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81686] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81703] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81720] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81737] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81754] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81771] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81788] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81805] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81822] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81839] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81856] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81873] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81890] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81907] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81924] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81941] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81958] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81975] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [81992] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82009] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82026] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82043] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82060] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82077] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82094] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82111] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82128] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82145] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82162] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82179] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82196] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82213] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82230] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82247] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82264] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82281] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82298] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82315] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82332] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82349] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82366] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82383] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82400] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82417] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82434] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82451] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82468] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82485] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82502] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82519] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82536] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82553] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82570] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82587] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82604] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82621] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82638] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82655] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82672] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82689] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82706] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82723] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82740] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82757] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82774] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82791] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82808] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82825] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82842] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82859] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82876] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82893] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82910] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82927] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82944] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82961] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82978] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82995] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83012] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83029] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83046] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83063] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83080] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83097] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83114] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83131] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83148] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83165] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83182] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83199] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83216] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83233] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83250] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83267] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83284] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83301] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83318] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83335] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83352] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83369] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83386] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83403] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83420] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83437] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83454] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83471] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83488] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84049] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84066] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84083] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84185] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84304] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84355] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84406] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84423] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84440] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84457] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84508] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84593] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84627] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84678] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84695] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84712] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84729] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84746] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84763] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84780] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84797] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84814] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84831] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84848] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84865] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84882] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84899] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [84933] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84950] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [85001] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [85069] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [90883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [90917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [90934] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [90968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [91036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91053] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91087] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91121] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91172] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91189] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91206] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91223] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91240] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91274] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91308] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91325] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91376] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91393] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91410] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91427] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91444] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91495] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91512] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91597] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91614] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91648] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91784] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91869] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91937] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [91988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [92005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92022] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92107] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92158] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92175] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [92277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [92328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92379] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92430] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92549] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92583] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [92600] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [92617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92651] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92668] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92685] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92702] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92736] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92787] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92821] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [92838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [93348] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93365] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93382] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93399] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [93433] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93450] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [93756] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93773] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93790] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [93807] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [94164] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [94181] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [94198] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [94215] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [94232] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [99876] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99893] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99910] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99927] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99944] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99961] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99978] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [99995] "0" "0" "0" "0" "0"
##  [ reached getOption("max.print") -- omitted 43929945 entries ]

sms_raw_train<-sms_data[1:4169,]
sms_raw_test<-sms_data[4170:5558,]


sms_dtm_train<-sms_dtm[1:4169,]
sms_dtm_test<-sms_dtm[4170:5558,]


sms_corpus_train<-corpus_clean[1:4169]
sms_corpus_test<-corpus_clean[4170:5558]

prop.table(table(sms_raw_train$v1))

## 
##       ham      spam 
## 0.8644759 0.1355241

prop.table(table(sms_raw_test$v1))

## 
##       ham      spam 
## 0.8704104 0.1295896

sms_dict<-findFreqTerms(sms_dtm_train,10)
sms_dict

##   [1] "available"            "crazy"                "got"                 
##   [4] "great"                "point"                "wat"                 
##   [7] "world"                "lar"                  "wif"                 
##  [10] "apply"                "entry"                "final"               
##  [13] "free"                 "may"                  "receive"             
##  [16] "text"                 "txt"                  "win"                 
##  [19] "already"              "dun"                  "early"               
##  [22] "say"                  "around"               "goes"                
##  [25] "think"                "though"               "back"                
##  [28] "fun"                  "hey"                  "like"                
##  [31] "now"                  "send"                 "still"               
##  [34] "weeks"                "word"                 "xxx"                 
##  [37] "<e3><U+00A5><e2><U+00A3>" "brother"              "even"                
##  [40] "speak"                "treat"                "callertune"          
##  [43] "friends"              "per"                  "press"               
##  [46] "set"                  "call"                 "claim"               
##  [49] "code"                 "customer"             "hours"               
##  [52] "network"              "prize"                "selected"            
##  [55] "valid"                "valued"               "winner"              
##  [58] "camera"               "colour"               "latest"              
##  [61] "mobile"               "months"               "update"              
##  [64] "enough"               "gonna"                "home"                
##  [67] "soon"                 "stuff"                "talk"                
##  [70] "today"                "tonight"              "want"                
##  [73] "cash"                 "cost"                 "days"                
##  [76] "pounds"               "reply"                "pobox"               
##  [79] "urgent"               "week"                 "won"                 
##  [82] "help"                 "right"                "take"                
##  [85] "thank"                "times"                "will"                
##  [88] "wonderful"            "wont"                 "words"               
##  [91] "date"                 "credit"               "message"             
##  [94] "next"                 "use"                  "watching"            
##  [97] "make"                 "name"                 "remember"            
## [100] "yes"                  "feel"                 "fine"                
## [103] "way"                  "dont"                 "miss"                
## [106] "national"             "news"                 "going"               
## [109] "try"                  "comin"                "first"               
## [112] "pay"                  "aft"                  "ard"                 
## [115] "finish"               "lor"                  "lunch"               
## [118] "alright"              "can"                  "meet"                
## [121] "eat"                  "getting"              "hungry"              
## [124] "just"                 "knows"                "lol"                 
## [127] "really"               "tho"                  "always"              
## [130] "bus"                  "dinner"               "left"                
## [133] "love"                 "amp"                  "car"                 
## [136] "know"                 "let"                  "room"                
## [139] "work"                 "live"                 "sure"                
## [142] "wait"                 "till"                 "yeah"                
## [145] "anything"             "tell"                 "charged"             
## [148] "please"               "ringtone"             "thanks"              
## [151] "lesson"               "look"                 "msg"                 
## [154] "yup"                  "done"                 "see"                 
## [157] "decided"              "hello"                "saturday"            
## [160] "tomo"                 "trying"               "abiola"              
## [163] "pls"                  "wanted"               "weekend"             
## [166] "forget"               "need"                 "sweet"               
## [169] "camcorder"            "delivery"             "nokia"               
## [172] "sms"                  "tomorrow"             "tried"               
## [175] "seeing"               "hope"                 "ltgt"                
## [178] "man"                  "well"                 "calls"               
## [181] "get"                  "ask"                  "bit"                 
## [184] "maybe"                "telling"              "class"               
## [187] "saw"                  "time"                 "almost"              
## [190] "half"                 "second"               "whole"               
## [193] "morning"              "place"                "best"                
## [196] "give"                 "happy"                "never"               
## [199] "since"                "sorry"                "thought"             
## [202] "correct"              "end"                  "new"                 
## [205] "play"                 "find"                 "yesterday"           
## [208] "congrats"             "pass"                 "special"             
## [211] "year"                 "later"                "meeting"             
## [214] "move"                 "pain"                 "pick"                
## [217] "girls"                "good"                 "part"                
## [220] "come"                 "took"                 "check"               
## [223] "cut"                  "double"               "hair"                
## [226] "nice"                 "said"                 "awarded"             
## [229] "bonus"                "mob"                  "day"                 
## [232] "frnds"                "song"                 "dis"                 
## [235] "trip"                 "comes"                "hear"                
## [238] "month"                "hee"                  "lucky"               
## [241] "money"                "finished"             "babe"                
## [244] "something"            "wanna"                "waiting"             
## [247] "cool"                 "thats"                "much"                
## [250] "job"                  "looking"              "stop"                
## [253] "one"                  "real"                 "used"                
## [256] "bed"                  "came"                 "gotta"               
## [259] "download"             "wen"                  "close"               
## [262] "afternoon"            "another"              "late"                
## [265] "means"                "night"                "smile"               
## [268] "smiling"              "someone"              "guaranteed"          
## [271] "service"              "buy"                  "havent"              
## [274] "show"                 "abt"                  "loads"               
## [277] "cause"                "forgot"               "prob"                
## [280] "run"                  "else"                 "nothing"             
## [283] "long"                 "okay"                 "price"               
## [286] "driving"              "gone"                 "test"                
## [289] "yet"                  "guess"                "mean"                
## [292] "says"                 "search"               "dear"                
## [295] "life"                 "lot"                  "birthday"            
## [298] "making"               "aight"                "hit"                 
## [301] "address"              "better"               "old"                 
## [304] "people"               "busy"                 "worry"               
## [307] "cos"                  "mah"                  "things"              
## [310] "contact"              "draw"                 "hrs"                 
## [313] "last"                 "ppm"                  "shows"               
## [316] "anyway"               "happened"             "juz"                 
## [319] "askd"                 "bday"                 "entered"             
## [322] "felt"                 "invited"              "went"                
## [325] "holiday"              "operator"             "pmin"                
## [328] "friday"               "must"                 "food"                
## [331] "school"               "account"              "points"              
## [334] "private"              "caller"               "landline"            
## [337] "award"                "todays"               "<e3><U+009C><e3><U+008F>"
## [340] "sent"                 "girl"                 "answer"              
## [343] "question"             "player"               "quiz"                
## [346] "top"                  "direct"               "dogging"             
## [349] "join"                 "uks"                  "haf"                 
## [352] "age"                  "chat"                 "msgs"                
## [355] "services"             "type"                 "mail"                
## [358] "sir"                  "gud"                  "little"              
## [361] "open"                 "taking"               "ltd"                 
## [364] "luv"                  "sexy"                 "hard"                
## [367] "thk"                  "lots"                 "without"             
## [370] "house"                "leaving"              "boy"                 
## [373] "missing"              "years"                "everyone"            
## [376] "keep"                 "hand"                 "parents"             
## [379] "friend"               "content"              "order"               
## [382] "fancy"                "needs"                "also"                
## [385] "bank"                 "liao"                 "muz"                 
## [388] "coming"               "believe"              "cant"                
## [391] "ill"                  "bath"                 "carlos"              
## [394] "smoke"                "til"                  "worth"               
## [397] "log"                  "offer"                "guys"                
## [400] "boytoy"               "working"              "awesome"             
## [403] "haha"                 "minute"               "xmas"                
## [406] "jus"                  "sis"                  "touch"               
## [409] "finally"              "able"                 "every"               
## [412] "hav"                  "mrng"                 "story"               
## [415] "tmr"                  "evening"              "found"               
## [418] "college"              "darlin"               "ltdecimalgt"         
## [421] "goodmorning"          "sleeping"             "dat"                 
## [424] "oredi"                "oso"                  "big"                 
## [427] "ready"                "break"                "leh"                 
## [430] "noe"                  "sounds"               "easy"                
## [433] "march"                "called"               "important"           
## [436] "shop"                 "happen"               "nite"                
## [439] "collect"              "start"                "company"             
## [442] "walk"                 "reach"                "wil"                 
## [445] "person"               "secret"               "thinks"              
## [448] "case"                 "laptop"               "tel"                 
## [451] "meant"                "everything"           "face"                
## [454] "thanx"                "told"                 "watch"               
## [457] "asked"                "didnt"                "missed"              
## [460] "sleep"                "wake"                 "congratulations"     
## [463] "gift"                 "music"                "vouchers"            
## [466] "hold"                 "min"                  "angry"               
## [469] "care"                 "coz"                  "dnt"                 
## [472] "true"                 "wid"                  "takes"               
## [475] "anytime"              "mins"                 "unlimited"           
## [478] "video"                "shopping"             "ring"                
## [481] "hot"                  "unsubscribe"          "plan"                
## [484] "wana"                 "box"                  "choose"              
## [487] "club"                 "charge"               "blue"                
## [490] "questions"            "might"                "full"                
## [493] "far"                  "okie"                 "lets"                
## [496] "baby"                 "hour"                 "card"                
## [499] "ends"                 "phone"                "bslvyl"              
## [502] "hurt"                 "plz"                  "shit"                
## [505] "book"                 "friendship"           "games"               
## [508] "tones"                "sister"               "weekly"              
## [511] "lost"                 "wot"                  "made"                
## [514] "dunno"                "dude"                 "mths"                
## [517] "christmas"            "problem"              "reading"             
## [520] "light"                "read"                 "movie"               
## [523] "line"                 "number"               "chance"              
## [526] "pmsg"                 "valentines"           "calling"             
## [529] "post"                 "texts"                "two"                 
## [532] "txts"                 "ever"                 "jay"                 
## [535] "ago"                  "ish"                  "minutes"             
## [538] "currently"            "mobileupd"            "orange"              
## [541] "messages"             "wish"                 "project"             
## [544] "quite"                "reason"               "leave"               
## [547] "phones"               "huh"                  "sat"                 
## [550] "office"               "bout"                 "actually"            
## [553] "rock"                 "ass"                  "put"                 
## [556] "god"                  "change"               "poly"                
## [559] "tone"                 "stay"                 "drink"               
## [562] "thing"                "den"                  "bring"               
## [565] "dating"               "head"                 "eve"                 
## [568] "heart"                "land"                 "mind"                
## [571] "fucking"              "ten"                  "tot"                 
## [574] "welcome"              "beautiful"            "kind"                
## [577] "bad"                  "opt"                  "tcs"                 
## [580] "enjoy"                "princess"             "many"                
## [583] "sae"                  "details"              "rate"                
## [586] "cum"                  "thinking"             "nope"                
## [589] "either"               "lose"                 "bored"               
## [592] "outside"              "simple"               "fri"                 
## [595] "shall"                "attempt"              "offers"              
## [598] "savamob"              "pretty"               "hoping"              
## [601] "kiss"                 "sea"                  "probably"            
## [604] "mine"                 "online"               "pics"                
## [607] "fast"                 "fuck"                 "whatever"            
## [610] "mum"                  "sch"                  "yar"                 
## [613] "tscs"                 "neva"                 "game"                
## [616] "family"               "happiness"            "snow"                
## [619] "together"             "pub"                  "area"                
## [622] "voucher"              "dad"                  "email"               
## [625] "town"                 "sun"                  "paper"               
## [628] "saying"               "ans"                  "‰<e3><U+009B>"       
## [631] "away"                 "feeling"              "wants"               
## [634] "rite"                 "anyone"               "makes"               
## [637] "goin"                 "wonder"               "drive"               
## [640] "picking"              "guy"                  "lovely"              
## [643] "ugh"                  "await"                "collection"          
## [646] "wan"                  "yrs"                  "drop"                
## [649] "ntt"                  "sad"                  "wife"                
## [652] "plus"                 "wrong"                "feels"               
## [655] "truth"                "earlier"              "loving"              
## [658] "party"                "heard"                "don"                 
## [661] "pic"                  "chennai"              "enter"               
## [664] "dreams"               "alone"                "auction"             
## [667] "john"                 "lei"                  "father"              
## [670] "empty"

sms_train<-DocumentTermMatrix(sms_corpus_train,list(dictionary=sms_dict))

sms_test<-DocumentTermMatrix(sms_corpus_test, list(dictionary=sms_dict))

class(sms_train)

## [1] "DocumentTermMatrix"    "simple_triplet_matrix"

#sms_train<-as.data.frame(sms_train)

class(sms_train)

## [1] "DocumentTermMatrix"    "simple_triplet_matrix"

convert_counts<-function(x){
  x<-ifelse(x>0,1,0)
  x<-factor(x,levels = c(0,1),labels = c("No","Yes"))
}
convert_counts

## function(x){
##   x<-ifelse(x>0,1,0)
##   x<-factor(x,levels = c(0,1),labels = c("No","Yes"))
## }

sms_train<-apply(sms_train,MARGIN = 1,convert_counts)
sms_test<-apply(sms_test,MARGIN = 1,convert_counts)


View(sms_train)

View(sms_test)

library(e1071)

m1<-naiveBayes(sms_raw_train,sms_raw_train$v1)
m1

## 
## Naive Bayes Classifier for Discrete Predictors
## 
## Call:
## naiveBayes.default(x = sms_raw_train, y = sms_raw_train$v1)
## 
## A-priori probabilities:
## sms_raw_train$v1
##       ham      spam 
## 0.8644759 0.1355241 
## 
## Conditional probabilities:
##                 v1
## sms_raw_train$v1 ham spam
##             ham    1    0
##             spam   0    1
## 
##                 v2
## sms_raw_train$v1 'An Amazing Quote'' - \\Sometimes in life its difficult to decide whats wrong!! a lie that brings a smile or the truth that brings a tear....\\""
##             ham                                                                                                                                       0.0002774695
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 'Wnevr i wana fal in luv vth my books, My bed fals in luv vth me..!'' . Yen madodu, nav pretsorginta, nammanna pretsovru important alwa....!!:) Gud eveB-).
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 -PLS STOP bootydelious (32/F) is inviting you to be her friend. Reply YES-434 or NO-434 See her: www.SMS.ac/u/bootydelious STOP? Send STOP FRND to 62468
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1  <#>  in mca. But not conform.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1  <#>  mins but i had to stop somewhere first.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1  and  picking them up from various points
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1  came to look at the flat, seems ok, in his 50s? * Is away alot wiv work. Got woman coming at 6.30 too.
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1  gonna let me know cos comes bak from holiday that day.  is coming. Don't4get2text me  number. 
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1  said kiss, kiss, i can't do the sound effects! He is a gorgeous man isn't he! Kind of person who needs a smile to brighten his day! 
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1  what number do u live at? Is it 11?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 <#>  am I think? Should say on syllabus
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 <#>  great loxahatchee xmas tree burning update: you can totally see stars here
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 <#>  is fast approaching. So, Wish u a very Happy New Year Happy Sankranti Happy republic day Happy Valentines Day Happy Shivratri Happy Ugadi Happy Fools day Happy May Day Happy Independence Day, Happy Friendship,Mother,Father,Teachers,Childrens Day, & HAPPY BIRTHDAY 4 U. Happy Ganesh festival Happy Dasara Happy Diwali Happy Christmas  <#>  Good Mornings Afternoons, Evenings Nights. RememberI AM the first to WISHING U ALL THESE...your's Raj
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 <#> %of pple marry with their lovers... becz they hav gud undrstndng dat avoids problems. i sent dis 2 u, u wil get gud news on friday by d person you like. And tomorrow will be the best day of your life. Dont break this chain. If you break you will suffer. send this to  <#>  frnds in <#>  mins whn u read...
##             ham                                                                                                                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 <#> , that's all? Guess that's easy enough
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 <#> ISH MINUTES WAS 5 MINUTES AGO. WTF.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 (And my man carlos is definitely coming by mu tonight, no excuses)
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 (Bank of Granite issues Strong-Buy) EXPLOSIVE PICK FOR OUR MEMBERS *****UP OVER 300% *********** Nasdaq Symbol CDGT That is a $5.00 per..
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 (I should add that I don't really care and if you can't I can at least get this dude to fuck off but hey, your money if you want it)
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 (No promises on when though, haven't even gotten dinner yet)
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 (That said can you text him one more time?)
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 * Am on a train back from northampton so i'm afraid not!
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 * Am on my way * Thought I didn't see you.
##             ham    0.0002774695                0.0002774695
##             spam   0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 * Was a nice day and, impressively, i was sensible, went home early and now feel fine. Or am i just boring?! When's yours, i can't remember.
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 * Was thinking about chuckin ur red green n black trainners 2 save carryin them bac on train
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 * Will be september by then!
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 * Will have two more cartons off u and is very pleased with shelves
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 * You gonna ring this weekend or wot?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 *deep sigh* ... I miss you :-( ... I am really surprised you haven't gone to the net cafe yet to get to me ... Don't you miss me?
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 , how's things? Just a quick question.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 , ow u dey.i paid 60,400thousad.i told  u would call . 
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 .Please charge my mobile when you get up in morning.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 :-( that's not v romantic!
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 :-) yeah! Lol. Luckily i didn't have a starring role like you!
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1          :)  ;-( oh well, c u later
##             ham  0.0002774695           0.0002774695
##             spam 0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 ;-) ok. I feel like john lennon.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 [‰Û_] anyway, many good evenings to u! s
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 \\AH POOR BABY!HOPE URFEELING BETTERSN LUV! PROBTHAT OVERDOSE OF WORK HEY GO CAREFUL SPK 2 U SN LOTS OF LOVEJEN XXX.\\""
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 \\alright babe
##             ham    0.0002774695
##             spam   0.0000000000
##                 v2
## sms_raw_train$v1 \\ALRITE HUNNY!WOT U UP 2 2NITE? DIDNT END UP GOIN DOWN TOWN JUS DA PUB INSTEAD! JUS CHILLIN AT DA MO IN ME BEDROOM!LOVE JEN XXX.\\""
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 \\Are you comingdown later?\\""
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 \\Aww you must be nearly dead!Well Jez isComing over toDo some workAnd that whillTake forever!\\""
##             ham                                                                                        0.0002774695
##             spam                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 \\BOO BABE! U ENJOYIN YOURJOB? U SEEMED 2 B GETTIN ON WELL HUNNY!HOPE URE OK?TAKE CARE & IåÕLLSPEAK 2U SOONLOTS OF LOVEME XXXX.\\""
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 \\CAN I PLEASE COME UP NOW IMIN TOWN.DONTMATTER IF URGOIN OUTL8R
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 \\CHEERS U TEX MECAUSE U WEREBORED! YEAH OKDEN HUNNY R UIN WK SAT?SOUNDåÕS LIKEYOUR HAVIN GR8FUN J! KEEP UPDAT COUNTINLOTS OF LOVEME XXXXX.\\""
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 \\EY! CALM DOWNON THEACUSATIONS.. ITXT U COS IWANA KNOW WOTU R DOIN AT THEW/END... HAVENTCN U IN AGES..RING ME IF UR UP4 NETHING SAT.LOVE J XXX.\\""
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 \\Getting tickets 4 walsall tue 6 th march. My mate is getting me them on sat. ill pay my treat. Want 2 go. Txt bak .Terry\\""
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 \\Gimme a few\\" was  <#>  minutes ago"
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 \\GRAN ONLYFOUND OUT AFEW DAYS AGO.CUSOON HONI\\""
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 \\Happy valentines day\\" I know its early but i have hundreds of handsomes and beauties to wish. So i thought to finish off aunties and uncles 1st..."
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 \\Hello-/@drivby-:0quit edrunk sorry iff pthis makes no senrd-dnot no how ^ dancce 2 drum n basq!ihave fun 2nhite x ros xxxxxxx\\""
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 \\HELLO U.CALL WEN U FINISH WRK.I FANCY MEETIN UP WIV U ALL TONITE AS I NEED A BREAK FROM DABOOKS. DID 4 HRS LAST NITE+2 TODAY OF WRK!\\""
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 \\HEY BABE! FAR 2 SPUN-OUT 2 SPK AT DA MO... DEAD 2 DA WRLD. BEEN SLEEPING ON DA SOFA ALL DAY
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 \\HEY DAS COOL... IKNOW ALL 2 WELLDA PERIL OF STUDENTFINANCIAL CRISIS!SPK 2 U L8R.\\""
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 \\HEY HEY WERETHE MONKEESPEOPLE SAY WE MONKEYAROUND! HOWDY GORGEOUS
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 \\Hey sorry I didntgive ya a a bellearlier hunny
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 \\Hi darlin did youPhone me? Im atHome if youwanna chat.\\""
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 \\Hi darlin i cantdo anythingtomorrow as myparents aretaking me outfor a meal. when are u free? Katexxx\\""
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 \\Hi its Kate it was lovely to see you tonight and ill phone you tomorrow. I got to sing and a guy gave me his card! xxx\\""
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 \\Im at arestaurant eating squid! i will be out about 10:30 wanna dosomething or is that to late?\\""
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 \\Im on gloucesterroad what are uup to later?\\""
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 \\Its Ur luck to Love someone. Its Ur fortune to Love the one who Loves U. But
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 \\Life is nothing wen v get everything\\". But \\"life is everything wen v miss something \\". Real value of people wil be realized only in their absence.... gud mrng"
##             ham                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 \\ME 2 BABE I FEEL THE SAME LETS JUST 4GET ABOUT IT+BOTH TRY +CHEER UP+NOT FIT SOO MUCHXXLOVE U LOCAXX\\""
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 \\NONE!NOWHERE IKNO DOESDISCOUNT!SHITINNIT\\""
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 \\Pete can you please ring meive hardly gotany credit\\""
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 \\Petey boy whereare you me and all your friendsare in theKingshead come down if you canlove Nic\\""
##             ham                                                                                          0.0002774695
##             spam                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 \\SHIT BABE.. THASA BIT MESSED UP.YEH
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 \\Si.como no?!listened2the plaid album-quite gd&the new air1 which is hilarious-also boughtåÓbraindanceåÓa comp.ofstuff on aphexåÕs ;abel
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 \\Speak only when you feel your words are better than the silence...\\" Gud mrng:-)"
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 \\Wen u miss someone \\YEH I AM DEF UP4 SOMETHING SAT
##             ham          0.0002774695                     0.0002774695
##             spam         0.0000000000                     0.0000000000
##                 v2
## sms_raw_train$v1 +123 Congratulations - in this week's competition draw u have won the å£1450 prize to claim just call 09050002311 b4280703. T&Cs/stop SMS 08718727868. Over 18 only 150ppm
##             ham                                                                                                                                                                0.0000000000
##             spam                                                                                                                                                               0.0035398230
##                 v2
## sms_raw_train$v1 +449071512431 URGENT! This is the 2nd attempt to contact U!U have WON å£1250 CALL 09071512433 b4 050703 T&CsBCM4235WC1N3XX. callcost 150ppm mobilesvary. maxå£7. 50
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 <Forwarded from 21870000>Hi - this is your Mailbox Messaging SMS alert. You have 4 messages. You have 21 matches. Please call back on 09056242159 to retrieve your messages and matches
##             ham                                                                                                                                                                             0.0000000000
##             spam                                                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 <Forwarded from 21870000>Hi - this is your Mailbox Messaging SMS alert. You have 40 matches. Please call back on 09056242159 to retrieve your messages and matches cc100p/min
##             ham                                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 <Forwarded from 448712404000>Please CALL 08712404000 immediately as there is an urgent message waiting for you.
##             ham                                                                                                     0.0000000000
##             spam                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 <Forwarded from 88877>FREE entry into our å£250 weekly comp just send the word ENTER to 88877 NOW. 18 T&C www.textcomp.com
##             ham                                                                                                                0.0000000000
##             spam                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 ‰Û_ and don‰Û÷t worry we‰Û÷ll have finished by march ‰Û_ ish!
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 ‰Û_ we r stayin here an extra week, back next wed. How did we do in the rugby this weekend? Hi to and and , c u soon \\"\nham"
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 07732584351 - Rodger Burns - MSG = We tried to call you re your reply to our sms for a free nokia mobile + free camcorder. Please call now 08000930705 for delivery tomorrow
##             ham                                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 08714712388 between 10am-7pm Cost 10p
##             ham                           0.0000000000
##             spam                          0.0017699115
##                 v2
## sms_raw_train$v1 09066362231 URGENT! Your mobile No 07xxxxxxxxx won a å£2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach YOU! call 09066362231 ASAP!
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 0A$NETWORKS allow companies to bill for SMS, so they are responsible for their \\suppliers\\"
##             ham                                                                                   0.0000000000
##             spam                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 1's finish meeting call me. 1's reach home call me.
##             ham                 0.0002774695            0.0002774695
##             spam                0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 1) Go to write msg 2) Put on Dictionary mode 3)Cover the screen with hand, 4)Press  &lt;#&gt; . 5)Gently remove Ur hand.. Its interesting..:)
##             ham                                                                                                                                   0.0008324084
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 1.20 that call cost. Which i guess isnt bad. Miss ya, need ya, want ya, love ya
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 10 min later k...
##             ham       0.0002774695
##             spam      0.0000000000
##                 v2
## sms_raw_train$v1 100 dating service cal;l 09064012103 box334sk38ch
##             ham                                       0.0000000000
##             spam                                      0.0017699115
##                 v2
## sms_raw_train$v1 1000's flirting NOW! Txt GIRL or BLOKE & ur NAME & AGE, eg GIRL ZOE 18 to 8007 to join and get chatting!
##             ham                                                                                              0.0000000000
##             spam                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 1000's of girls many local 2 u who r virgins 2 this & r ready 2 4fil ur every sexual need. Can u 4fil theirs? text CUTE to 69911(å£1.50p. m)
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 18 days to Euro2004 kickoff! U will be kept informed of all the latest news and results daily. Unsubscribe send GET EURO STOP to 83222.
##             ham                                                                                                                             0.0000000000
##             spam                                                                                                                            0.0035398230
##                 v2
## sms_raw_train$v1 1st wk FREE! Gr8 tones str8 2 u each wk. Txt NOKIA ON to 8007 for Classic Nokia tones or HIT ON to 8007 for Polys. Nokia/150p Poly/200p 16+
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 2 laptop... I noe infra but too slow lar... I wan fast one
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 2/2 146tf150p
##             ham   0.0000000000
##             spam  0.0017699115
##                 v2
## sms_raw_train$v1 22 days to kick off! For Euro2004 U will be kept up to date with the latest news and results daily. To be removed send GET TXT STOP to 83222
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 25p 4 alfie Moon's Children in need song on ur mob. Tell ur m8s. Txt Tone charity to 8007 for Nokias or Poly charity for polys: zed 08701417012 profit 2 charity.
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 26th OF JULY 2marrow only. Wed at  &lt;#&gt;  to 2 aha.
##             ham  0.0002774695                               0.0002774695
##             spam 0.0000000000                               0.0000000000
##                 v2
## sms_raw_train$v1 3 FREE TAROT TEXTS! Find out about your love life now! TRY 3 FOR FREE! Text CHANCE to 85555 16 only! After 3 Free, Msgs å£1.50 each
##             ham                                                                                                                         0.0000000000
##             spam                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 4 oclock at mine. Just to bash out a flat plan.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 4 tacos + 1 rajas burrito, right?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 44 7732584351, Do you want a New Nokia 3510i colour phone DeliveredTomorrow? With 300 free minutes to any mobile + 100 free texts + Free Camcorder reply or call 08000930705.
##             ham                                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 449050000301 You have won a å£2,000 price! To claim, call 09050000301.
##             ham                                                            0.0000000000
##             spam                                                           0.0017699115
##                 v2
## sms_raw_train$v1 4mths half price Orange line rental & latest camera phones 4 FREE. Had your phone 11mths ? Call MobilesDirect free on 08000938767 to update now! or2stoptxt
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0035398230
##                 v2
## sms_raw_train$v1 4mths half price Orange line rental & latest camera phones 4 FREE. Had your phone 11mths+? Call MobilesDirect free on 08000938767 to update now! or2stoptxt T&Cs
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 5 Free Top Polyphonic Tones call 087018728737, National Rate. Get a toppoly tune sent every week, just text SUBPOLY to 81618, å£3 per pole. UnSub 08718727870.
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 500 free text msgs. Just text ok to 80488 and we'll credit your account
##             ham                                                             0.0000000000
##             spam                                                            0.0017699115
##                 v2
## sms_raw_train$v1 500 New Mobiles from 2004, MUST GO! Txt: NOKIA to No: 89545 & collect yours today!From ONLY å£1 www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 500 New Mobiles from 2004, MUST GO! Txt: NOKIA to No: 89545 & collect yours today!From ONLY å£1 www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18 TXTAUCTION
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1          645
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 7 at esplanade.. Do Ì_ mind giving me a lift cos i got no car today..
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 7 lor... Change 2 suntec... Wat time u coming?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 7 wonders in My WORLD 7th You 6th Ur style 5th Ur smile 4th Ur Personality 3rd Ur Nature 2nd Ur SMS and 1st \\Ur Lovely Friendship\\"... good morning dear"
##             ham                                                                                                                                                 0.0008324084
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 74355 XMAS iscoming & ur awarded either å£500 CD gift vouchers & free entry 2 r å£100 weekly draw txt MUSIC to 87066 TnC
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 8 at the latest, g's still there if you can scrounge up some ammo and want to give the new ak a try
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 8007 25p 4 Alfie Moon's Children in Need song on ur mob. Tell ur m8s. Txt TONE CHARITY to 8007 for nokias or POLY CHARITY for polys :zed 08701417012 profit 2 charity 
##             ham                                                                                                                                                            0.0000000000
##             spam                                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 8007 FREE for 1st week! No1 Nokia tone 4 ur mob every week just txt NOKIA to 8007 Get txting and tell ur mates www.getzed.co.uk POBox 36504 W4 5WQ norm 150p/tone 16+
##             ham                                                                                                                                                           0.0000000000
##             spam                                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 85233 FREE>Ringtone!Reply REAL
##             ham                    0.0000000000
##             spam                   0.0017699115
##                 v2
## sms_raw_train$v1 87077: Kick off a new season with 2wks FREE goals & news to ur mobile! Txt ur club name to 87077 eg VILLA to 87077
##             ham                                                                                                        0.0000000000
##             spam                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 88066 FROM 88066 LOST 3POUND HELP
##             ham                       0.0000000000
##             spam                      0.0017699115
##                 v2
## sms_raw_train$v1 88800 and 89034 are premium phone services call 08718711108
##             ham                                                 0.0000000000
##             spam                                                0.0017699115
##                 v2
## sms_raw_train$v1 A bit of Ur smile is my hppnss, a drop of Ur tear is my sorrow, a part of Ur heart is my life, a heart like mine wil care for U, forevr as my GOODFRIEND
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 A bloo bloo bloo I'll miss the first bowl
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 A Boy loved a gal. He propsd bt she didnt mind. He gv lv lttrs, Bt her frnds threw thm. Again d boy decided 2 aproach d gal , dt time a truck was speeding towards d gal. Wn it was about 2 hit d girl,d boy ran like hell n saved her. She asked 'hw cn u run so fast?' D boy replied \\Boost is d secret of my energy\\" n instantly d girl shouted \\"our energy\\" n Thy lived happily 2gthr drinking boost evrydy Moral of d story:- I hv free msgs:D;): gud ni8"
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 A boy was late 2 home. His father: \\POWER OF FRNDSHIP\\""
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 A cute thought for friendship: \\Its not necessary to share every secret with ur close Frnd
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 A famous quote : when you develop the ability to listen to 'anything' unconditionally without losing your temper or self confidence, it means you are ......... 'MARRIED'
##             ham                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 A gram usually runs like  &lt;#&gt; , a half eighth is smarter though and gets you almost a whole second gram for  &lt;#&gt;
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 A link to your picture has been sent. You can also use http://alto18.co.uk/wave/wave.asp?o=44345
##             ham                                                                                      0.0000000000
##             spam                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 A little. Meds say take once every 8 hours. It's only been 5 but pain is back. So I took another. Hope I don't die
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 A lot of this sickness thing going round. Take it easy. Hope u feel better soon. Lol
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 A pure hearted person can have a wonderful smile that makes even his/her enemies to feel guilty for being an enemy.. So catch the world with your smile..:) GOODMORNING &amp; HAVE A SMILEY SUNDAY..:)
##             ham                                                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 A swt thought: \\Nver get tired of doing little things 4 lovable persons..\\" Coz..somtimes those little things occupy d biggest part in their Hearts.. Gud ni8"
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Aaooooright are you at work? aathi..where are you dear..
##             ham                  0.0002774695                0.0008324084
##             spam                 0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 Abeg, make profit. But its a start. Are you using it to get sponsors for the next event?
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Actually fuck that, just do whatever, do find an excuse to be in tampa at some point before january though
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Actually getting ready to leave the house.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Actually i deleted my old website..now i m blogging at magicalsongs.blogspot.com
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Actually nvm, got hella cash, we still on for  &lt;#&gt; ish?
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Actually, my mobile is full of msg. And i m doing a work online, where i need to send them  &lt;#&gt;  sent msg i wil explain u later.
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Adult 18 Content Your video will be with you shortly
##             ham                                          0.0000000000
##             spam                                         0.0017699115
##                 v2
## sms_raw_train$v1 Aft i finish my lunch then i go str down lor. Ard 3 smth lor. U finish ur lunch already?
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 After completed degree. There is no use in joining finance.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 After the drug she will be able to eat.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Ah poop. Looks like ill prob have to send in my laptop to get fixed cuz it has a gpu problem
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Ah you see. You have to be in the lingo. I will let you know wot on earth it is when has finished making it!
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Ah, well that confuses things, doesn‰Û÷t it?
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Ahhh. Work. I vaguely remember that! What does it feel like? Lol
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Aight do you still want to get money
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Aight fuck it, I'll get it later
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Aight I'll grab something to eat too, text me when you're back at mu
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Aight I've been set free, think you could text me blake's address? It occurs to me I'm not quite as sure what I'm doing as I thought I was
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Aight ill get on fb in a couple minutes
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Aight no rush, I'll ask jay
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Aight sorry I take ten years to shower. What's the plan?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Aight text me when you're back at mu and I'll swing by, need somebody to get the door for me
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Aight that'll work, thanks
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Aight what time you want me to come up?
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Aight will do, thanks again for comin out
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Aight yo, dats straight dogg
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Aight, can you text me the address?
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Aight, I'll ask a few of my roommates
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Aight, I'll hit you up when I get some cash
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Aight, I'll text you when I'm back
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Aight, I should be there by 8 at the latest, probably closer to 7. Are jay and tyler down or should we just do two trips?
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Aight, lemme know what's up
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Aight, let me know when you're gonna be around usf
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Aight, see you in a bit
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Aight, sounds good. When do you want me to come down?
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Aight, tomorrow around  &lt;#&gt;  it is
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Aight, we'll head out in a few
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Aight, you close by or still down around alex's place?
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Aiyah e rain like quite big leh. If drizzling i can at least run home.
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Aiyah sorry lor... I watch tv watch until i forgot 2 check my phone.
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Aiyah then i wait lor. Then u entertain me. Hee...
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Aiyah u did ok already lar. E nydc at wheellock?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Aiyar sorry lor forgot 2 tell u...
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Aiyo a bit pai seh Ì_ noe... Scared he dun rem who i am then die... Hee... But he become better lookin oredi leh...
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Aiyo please Ì_ got time meh.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Aiyo... U always c our ex one... I dunno abt mei, she haven reply... First time u reply so fast... Y so lucky not workin huh, got bao by ur sugardad ah...gee.. 
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Al he does is moan at me if n e thin goes wrong its my fault&al de arguments r my fault&fed up of him of himso y bother? Hav 2go, thanx.xx
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Aldrine, rakhesh ex RTM here.pls call.urgent.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Alex knows a guy who sells mids but he's down in south tampa and I don't think I could set it up before like 8
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 All day working day:)except saturday and sunday..
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 All done? All handed in? Celebrations in full swing yet?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 All e best 4 ur driving tmr :-)
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 All e best 4 ur exam later.
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 All sounds good. Fingers . Makes it difficult to type
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 all the lastest from Stereophonics, Marley, Dizzee Racal, Libertines and The Strokes! Win Nookii games with Flirt!! Click TheMob WAP Bookmark or text WAP to 82468
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 All these nice new shirts and the only thing I can wear them to is nudist themed ;_; you in mu?
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 All was well until slightly disastrous class this pm with my fav darlings! Hope day off ok. Coffee wld be good as can't stay late tomorrow. Same time + place as always?
##             ham                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 All will come alive.better correct any good looking figure there itself..
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Allo! We have braved the buses and taken on the trains and triumphed. I mean we‰Û÷re in b‰Û÷ham. Have a jolly good rest of week
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Almost there, see u in a sec
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Already am squatting is the new way of walking
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Already one guy loving you:-.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Alright i have a new goal now
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Alright if you're sure, let me know when you're leaving
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Alright omw, gotta change my order to a half8th
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Alright took the morphine. Back in yo.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Alright we're hooked up, where you guys at
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Alright, I'll head out in a few minutes, text me where to meet you
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 alright, I'll make sure the car is back tonight
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Alright, see you in a bit
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Alright, we're all set here, text the man
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Alright. I'm out--have a good night!       ALRITE
##             ham                          0.0002774695 0.0002774695
##             spam                         0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Alrite jod hows the revision goin? Keris bin doin a smidgin. N e way u wanna cum over after college?xx
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 ALRITE SAM ITS NIC JUST CHECKIN THAT THIS IS UR NUMBER-SO IS IT?T.B*
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Also andros ice etc etc
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Also are you bringing galileo or dobby
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Also hi wesley how've you been
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Also maaaan are you missing out
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Also remember the beads don't come off. Ever.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Also remember to get dobby's bowl from your car
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Also sir, i sent you an email about how to log into the usc payment portal. I.ll send you another message that should explain how things are back home. Have a great weekend.
##             ham                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Also that chat was awesome but don't make it regular unless you can see her in person
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Also track down any lighters you can find
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Also where's the piece
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Although i told u dat i'm into baig face watches now but i really like e watch u gave cos it's fr u. Thanx 4 everything dat u've done today, i'm touched...
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Am also doing in cbe only. But have to pay.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Am going to take bath ill place the key in window:-)
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Am i that much bad to avoid like this?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Am i that much dirty fellow?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Am I the only one who doesn't stalk profiles?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Am in film ill call you later. Am in gobi arts college
##             ham                    0.0002774695            0.0002774695
##             spam                   0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Am new 2 club & dont fink we met yet Will B gr8 2 C U Please leave msg 2day wiv ur area 09099726553 reply promised CARLIE x Callså£1/minMobsmore LKPOBOX177HP51FL
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Am not interested to do like that.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Am not working but am up to eyes in philosophy so will text u later when a bit more free for chat...
##             ham                                                                                          0.0002774695
##             spam                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Am okay. Will soon be over. All the best
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Am surfing online store. For offers do you want to buy any thing.
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 am up to my eyes in philosophy
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Am watching house ‰ÛÒ very entertaining ‰ÛÒ am getting the whole hugh laurie thing ‰ÛÒ even with the stick ‰ÛÒ indeed especially with the stick.
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Ambrith..madurai..met u in arun dha marrge..remembr?
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 And also I've sorta blown him off a couple times recently so id rather not text him out of the blue looking for weed
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 And by when you're done I mean now
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 And do you have any one that can teach me how to ship cars.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 And how's your husband.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 And is there a way you can send shade's stuff to her. And she has been wonderful too.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 And maybe some pressies
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 And miss vday the parachute and double coins??? U must not know me very well...
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 And now electricity just went out fml.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 And popping &lt;#&gt; ibuprofens was no help.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 And smile for me right now as you go and the world will wonder what you are smiling about and think your crazy and keep away from you ... *grins*
##             ham                                                                                                                                       0.0002774695
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 And stop being an old man. You get to build snowman snow angels and snowball fights.
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 And stop wondering \\wow is she ever going to stop tm'ing me ?!\\" because I will tm you whenever I want because you are MINE ... *laughs*"
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 And very importantly, all we discuss is between u and i only.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 And whenever you and i see we can still hook up too.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 And you! Will expect you whenever you text! Hope all goes well tomo 
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Annoying isn't it.
##             ham        0.0002774695
##             spam       0.0000000000
##                 v2
## sms_raw_train$v1 Another month. I need chocolate weed and alcohol.
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Any chance you might have had with me evaporated as soon as you violated my privacy by stealing my phone number from your employer's paperwork. Not cool at all. Please do not contact me again or I will report you to your supervisor.
##             ham                                                                                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Any pain on urination any thing else? Anything lar...
##             ham                           0.0002774695    0.0002774695
##             spam                          0.0000000000    0.0000000000
##                 v2
## sms_raw_train$v1 Anything lor but toa payoh got place 2 walk meh...
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Anything lor is she coming? Anything lor... U decide...
##             ham                 0.0002774695                0.0002774695
##             spam                0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1  Anything...
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Anyway i'm going shopping on my own now. Cos my sis not done yet. Dun disturb u liao.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Anyway seriously hit me up when you're back because otherwise I have to light up with armand and he always has shit and/or is vomiting
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Apart from the one i told you about yesterday?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Apps class varaya elaya.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Appt is at &lt;TIME&gt; am. Not my fault u don't listen. I told u twice
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Ard 4 lor... Ard 515 like dat. Y?
##             ham  0.0002774695         0.0002774695
##             spam 0.0000000000         0.0000000000
##                 v2
## sms_raw_train$v1 Ard 530 lor. I ok then message Ì_ lor.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Are we doing the norm tomorrow? I finish just a 4.15 cos of st tests. Need to sort library stuff out at some point tomo - got letter from today - access til end march so i better get move on!
##             ham                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Are you angry with me. What happen dear
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Are you at work right now ?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Are you available for soiree on June 3rd?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Are you being good, baby? :)
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Are you coming to day for class.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Are you free now?can i call now?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Are you going to wipro interview today?
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Are you going to write ccna exam this week??
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Are you in castor? You need to see something
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 ARE YOU IN TOWN? THIS IS V. IMPORTANT
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Are you not around or just still asleep? :V
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Are you ok. What happen to behave like this
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Are you still getting the goods.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Are you sure you don't mean \\get here
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Are you the cutest girl in the world or what
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Are you there in room. Are you this much buzy
##             ham            0.0002774695           0.0008324084
##             spam           0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Are you unique enough? Find out from 30th August. www.areyouunique.co.uk
##             ham                                                              0.0000000000
##             spam                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Are you up for the challenge? I know i am :)
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Are you wet right now?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Are you willing to go for apps class.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Are you willing to go for aptitude class.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Are your freezing ? Are you home yet ? Will you remember to kiss your mom in the morning? Do you love me ? Do you think of me ? Are you missing me yet ?
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Argh my 3g is spotty, anyway the only thing I remember from the research we did was that province and sterling were the only problem-free places we looked at
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Arms fine, how's Cardiff and uni? 
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Arngd marriage is while u r walkin unfortuntly a snake bites u. bt love marriage is dancing in frnt of d snake &amp; sayin Bite me, bite me.
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 ARR birthday today:) i wish him to get more oscar.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Arun can u transfr me d amt
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 As a registered optin subscriber ur draw 4 å£100 gift voucher will be entered on receipt of a correct ans to 80062 Whats No1 in the BBC charts
##             ham                                                                                                                                    0.0000000000
##             spam                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 As a Registered Subscriber yr draw 4 a å£100 gift voucher will b entered on receipt of a correct ans. When are the next olympics. Txt ans to 80062
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 As a SIM subscriber, you are selected to receive a Bonus! Get it delivered to your door, Txt the word OK to No: 88600 to claim. 150p/msg, EXP. 30Apr
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a å£1500 Bonus Prize, call 09066364589
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0035398230
##                 v2
## sms_raw_train$v1 As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a å£1500 Bonus Prize, call 09066368470
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 As I entered my cabin my PA said, '' Happy B'day Boss !!''. I felt special. She askd me 4 lunch. After lunch she invited me to her apartment. We went there.
##             ham                                                                                                                                                  0.0008324084
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 As if i wasn't having enough trouble sleeping.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 As in missionary hook up, doggy hook up, standing...|
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 As per your request 'Maangalyam (Alaipayuthe)' has been set as your callertune for all Callers. Press *9 to copy your friends Callertune
##             ham                                                                                                                              0.0005549390
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 As per your request 'Melle Melle (Oru Minnaminunginte Nurungu Vettam)' has been set as your callertune for all Callers. Press *9 to copy your friends Callertune
##             ham                                                                                                                                                      0.0008324084
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 As usual..iam fine, happy &amp; doing well..:)
##             ham                                    0.0005549390
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Ask g or iouri, I've told the story like ten times already
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Asking do u knw them or nt? May be ur frnds or classmates?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 At 4. Let's go to bill millers At 7 we will go ok na.
##             ham                    0.0002774695           0.0002774695
##             spam                   0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 at bruce b downs &amp; fletcher now At home also.
##             ham                         0.0002774695  0.0002774695
##             spam                        0.0000000000  0.0000000000
##                 v2
## sms_raw_train$v1 At home by the way At home watching tv lor.
##             ham        0.0002774695             0.0002774695
##             spam       0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 At the funeral home with Audrey and dad
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 At what time are you coming.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Auction round 4. The highest bid is now å£54. Next maximum bid is å£71. To bid, send BIDS e. g. 10 (to bid å£10) to 83383. Good luck.
##             ham                                                                                                                           0.0000000000
##             spam                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Audrie lousy autocorrect
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Auntie huai juan never pick up her phone
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Awesome question with a cute answer: Someone asked a boy \\how is ur life?\\" . . He smiled &amp; answered: . . \\"She is fine!\\" Gudnite"
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 awesome, how do I deal with the gate? Charles told me last night but, uh, yeah
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Awesome, I'll see you in a bit
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Awesome, I remember the last time we got somebody high for the first time with diesel :V
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Awesome, lemme know whenever you're around
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Awesome, text me when you're restocked
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Awesome, think we can get an 8th at usf some time tonight?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Aww that's the first time u said u missed me without asking if I missed u first. You DO love me! :)
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Ay wana meet on sat?Ì_ wkg on sat?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Baaaaabe! I misss youuuuu ! Where are you ? I have to go and teach my class at 5 ...
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Babe ! How goes that day ? What are you doing ? Where are you ? I sip my cappuccino and think of you, my love ... I send a kiss to you from across the sea
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 BABE !!! I miiiiiiissssssssss you ! I need you !!! I crave you !!! :-( ... Geeee ... I'm so sad without you babe ... I love you ...
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Babe !!!! I LOVE YOU !!!! *covers your face in kisses*
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Babe ? I lost you ... :-(
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Babe ? I lost you ... Will you try rebooting ?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Babe! How goes that day ? What are you up to ? I miss you already, my Love ... * loving kiss* ... I hope everything goes well.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Babe, have you got enough money to pick up bread and milk ? And I'll give you it back when you get home ?
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Babe, I'm back ... Come back to me ...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Babe, I need your advice
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Babe: U want me dont u baby! Im nasty and have a thing 4 filthyguys. Fancy a rude time with a sexy bitch. How about we go slo n hard! Txt XXX SLO(4msgs)
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Babe? You said 2 hours and it's been almost 4 ... Is your internet down ?
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Back 2 work 2morro half term over! Can U C me 2nite 4 some sexy passion B4 I have 2 go back? Chat NOW 09099726481 Luv DENA Calls å£1/minMobsmoreLKPOBOX177HP51FL
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Back in brum! Thanks for putting us up and keeping us all and happy. See you soon 
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Badrith is only for chennai:)i will surely pick for us:)no competition for him.
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 BangBabes Ur order is on the way. U SHOULD receive a Service Msg 2 download UR content. If U do not, GoTo wap. bangb. tv on UR mobile internet/service menu
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Bbq this sat at mine from 6ish. Ur welcome 2 come
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Be happy there. I will come after noon
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Be sure to check your yahoo email. We sent photos yesterday
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Bears Pic Nick, and Tom, Pete and ... Dick. In fact, all types try gay chat with photo upload call 08718730666 (10p/min). 2 stop texts call 08712460324
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Beautiful tomorrow never comes.. When it comes, it's already TODAY.. In the hunt of beautiful tomorrow don't waste your wonderful TODAY.. GOODMORNING:)
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Beautiful truth : Expression of the face could Be seen by everyone... But the depression of heart Could be understood only By the Loved ones.. Gud Ni8;-)
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Beautiful Truth against Gravity.. Read carefully: \\Our heart feels light when someone is in it.. But it feels very heavy when someone leaves it..\\" GOOD NIGHT"
##             ham                                                                                                                                                       0.0005549390
##             spam                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Beautiful Truth against Gravity.. Read carefully: \\Our heart feels light when someone is in it.. But it feels very heavy when someone leaves it..\\" GOODMORNING"
##             ham                                                                                                                                                        0.0005549390
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Becoz its  &lt;#&gt;  jan whn al the post ofice is in holiday so she cn go fr the post ofice...got it duffer
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Been up to ne thing interesting. Did you have a good birthday? When are u wrking nxt? I started uni today.
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1     Beerage?
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Best line said in Love: . \\I will wait till the day I can forget u Or The day u realize that u cannot forget me.\\"... Gn"
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Better than bb. If he wont use it, his wife will or them doctor
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Better. Made up for Friday and stuffed myself like a pig yesterday. Now I feel bleh. But at least its not writhing pain kind of bleh.
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 BIG BROTHER ALERT! The computer has selected u for 10k cash or #150 voucher. Call 09064018838. NTT PO Box CRO1327 18+ BT Landline Cost 150ppm mobiles vary
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Bill, as in: Are there any letters for me. i‰Ûªm expecting one from orange that isn‰Ûªt a bill but may still say orange on it.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Bishan lar nearer... No need buy so early cos if buy now i gotta park my car...
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Black shirt n blue jeans... I thk i c Ì_...
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Blank is Blank. But wat is blank? Lol
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Bloody hell, cant believe you forgot my surname Mr . Ill give u a clue, its spanish and begins with m... 
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Bloomberg -Message center +447797706009 Why wait? Apply for your future http://careers. bloomberg.com
##             ham                                                                                           0.0000000000
##             spam                                                                                          0.0035398230
##                 v2
## sms_raw_train$v1 Bognor it is! Should be splendid at this time of year.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Boltblue tones for 150p Reply POLY# or MONO# eg POLY3 1. Cha Cha Slide 2. Yeah 3. Slow Jamz 6. Toxic 8. Come With Me or STOP 4 more tones txt MORE
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Boo I'm on my way to my moms. She's making tortilla soup. Yummmm
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Boo. How's things? I'm back at home and a little bored already :-(
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Book which lesson? then you msg me... I will call up after work or sth... I'm going to get specs. My membership is PX3748
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Booked ticket for pongal?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Boooo you always work. Just quit.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Bored housewives! Chat n date now! 0871750.77.11! BT-national rate 10p/min only from landlines!
##             ham                                                                                     0.0000000000
##             spam                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Bored of speed dating? Try SPEEDCHAT, txt SPEEDCHAT to 80155, if you don't like em txt SWAP and get a new chatter! Chat80155 POBox36504W45WQ 150p/msg rcd 16
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Both :) i shoot big loads so get ready!
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Bought one ringtone and now getting texts costing 3 pound offering more tones etc
##             ham                                                                       0.0000000000
##             spam                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Boy you best get yo ass out here quick
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Boy; I love u Grl: Hogolo Boy: gold chain kodstini Grl: Agalla Boy: necklace madstini Grl: agalla Boy: Hogli 1 mutai eerulli kodthini! Grl: I love U kano;-)
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Brainless Baby Doll..:-D;-), vehicle sariyag drive madoke barolla..
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Bring home some Wendy =D Bring it if you got it
##             ham              0.0002774695           0.0002774695
##             spam             0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Bring tat cd don forget
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Btw regarding that we should really try to see if anyone else can be our 4th guy before we commit to a random dude
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Bugis oso near wat... 
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Bull. Your plan was to go floating off to IKEA with me without a care in the world. So i have to live with your mess another day.
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Burger King - Wanna play footy at a top stadium? Get 2 Burger King before 1st Sept and go Large or Super with Coca-Cola and walk out a winner
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Busy here. Trying to finish for new year. I am looking forward to finally meeting you...
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 But am going to college pa. What to do. are else ill come there it self. Pa.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 But i'll b going 2 sch on mon. My sis need 2 take smth.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 But I'm on a diet. And I ate 1 too many slices of pizza yesterday. Ugh I'm ALWAYS on a diet.
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 But i'm surprised she still can guess right lor...
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 But i dint slept in afternoon.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 But i haf enuff space got like 4 mb...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 But i have to. I like to have love and arrange.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 But i juz remembered i gotta bathe my dog today..
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 But if she.s drinkin i'm ok.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 But my family not responding for anything. Now am in room not went to home for diwali but no one called me and why not coming. It makes me feel like died.
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 But really quite funny lor wat... Then u shd haf run shorter distance wat...
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 But that's on ebay it might be less elsewhere.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 But you dint in touch with me.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Buy Space Invaders 4 a chance 2 win orig Arcade Game console. Press 0 for Games Arcade (std WAP charge) See o2.co.uk/games 4 Terms + settings. No purchase
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Buzz! Hey, my Love ! I think of you and hope your day goes well. Did you sleep in ? I miss you babe. I long for the moment we are together again*loving smile*
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Buzzzz! *grins* Did I buzz your ass? Buzz your chest ? Buzz your cock ? Where do you keep your phone ? Is the vibrator on ? Did you feel it shake ?
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 By monday next week. Give me the full gist
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Cab is available.they pick up and drop at door steps.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 CALL 09090900040 & LISTEN TO EXTREME DIRTY LIVE CHAT GOING ON IN THE OFFICE RIGHT NOW TOTAL PRIVACY NO ONE KNOWS YOUR [sic] LISTENING 60P MIN 24/7MP 0870753331018+
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Call 09094100151 to use ur mins! Calls cast 10p/min (mob vary). Service provided by AOM, just GBP5/month. AOM Box61,M60 1ER until u stop. Ages 18+ only!
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Call FREEPHONE 0800 542 0578 now!
##             ham                       0.0000000000
##             spam                      0.0017699115
##                 v2
## sms_raw_train$v1 Call from 08702490080 - tells u 2 call 09066358152 to claim å£5000 prize. U have 2 enter all ur mobile & personal details @ the prompts. Careful!
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Call Germany for only 1 pence per minute! Call from a fixed line via access number 0844 861 85 85. No prepayment. Direct access!
##             ham                                                                                                                      0.0000000000
##             spam                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Call him and say you not coming today ok and tell them not to fool me like this ok
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Call me da, i am waiting for your call.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Call me when you/carlos is/are here, my phone's vibrate is acting up and I might not hear texts
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Call me. I m unable to cal. Lets meet bhaskar, and deep
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Call to the number which is available in appointment. And ask to connect the call to waheed fathima.
##             ham                                                                                          0.0002774695
##             spam                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days
##             ham                                                                                               0.0000000000
##             spam                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days.
##             ham                                                                                                0.0000000000
##             spam                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Camera quite good, 10.1mega pixels, 3optical and 5digital dooms. Have a lovely holiday, be safe and i hope you hav a good journey! Happy new year to you both! See you in a couple of weeks! 
##             ham                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Can't take any major roles in community outreach. You rock mel
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Can't. I feel nauseous. I'm so pissed. I didn't eat any sweets all week cause today I was planning to pig out. I was dieting all week. And now I'm not hungry :/
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1   Can a not?
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Can come my room but cannot come my house cos my house still messy... Haha...
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Can do lor... Can i get your opinion on something first?
##             ham   0.0002774695                               0.0002774695
##             spam  0.0000000000                               0.0000000000
##                 v2
## sms_raw_train$v1 Can i meet Ì_ at 5.. As 4 where depends on where Ì_ wan 2 in lor..
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Can Ì_ all decide faster cos my sis going home liao..
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Can Ì_ call me at 10:10 to make sure dat i've woken up...
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Can meh? Thgt some will clash... Really ah, i dun mind... I dun seen to have lost any weight... Gee...
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Can not use foreign stamps in this country. Good lecture .
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Can U get 2 phone NOW? I wanna chat 2 set up meet Call me NOW on 09096102316 U can cum here 2moro Luv JANE xx Callså£1/minmoremobsEMSPOBox45PO139WA
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Can u get pic msgs to your phone?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Can you call me plz. Your number shows out of coveragd area. I have urgnt call in vasai &amp; have to reach before 4'o clock so call me plz
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Can you do a mag meeting this avo at some point?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Can you do online transaction?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Can you just come in for a sec? There's somebody here I want you to see
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Can you let me know details of fri when u find out cos I'm not in tom or fri. mentionned chinese. Thanks
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Can you open the door?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Can you please ask macho what his price range is, does he want something new or used plus it he only interfued in the blackberry bold  &lt;#&gt;  or any bb
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Can you pls pls send me a mail on all you know about relatives coming to deliver here? All you know about costs, risks, benefits and anything else. Thanks.
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Can you plz tell me the ans. BSLVYL sent via fullonsms.com
##             ham                                                0.0005549390
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Can you say what happen
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Can you use foreign stamps for whatever you send them off for? 
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Can. Dunno wat to get 4 her... Can... I'm free...
##             ham                    0.0002774695       0.0002774695
##             spam                   0.0000000000       0.0000000000
##                 v2
## sms_raw_train$v1 Cancel cheyyamo?and get some money back?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Cant believe i said so many things to you this morning when all i really wanted to say was good morning, i love you! Have a beautiful morning. See you in the library later.
##             ham                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Cant think of anyone with * spare room off * top of my head
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Carlos'll be here in a minute if you still need to buy
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Carlos is taking his sweet time as usual so let me know when you and patty are done/want to smoke and I'll tell him to haul ass
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Carlos says he'll be at mu in  &lt;#&gt;  minutes
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Carlos says we can pick up from him later so yeah we're set
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Carlos took a while (again), we leave in a minute
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Carry on not disturbing both of you
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Cause I'm not freaky lol
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Cbe is really good nowadays:)lot of shop and showrooms:)city is shaping good.
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 CERI U REBEL! SWEET DREAMZ ME LITTLE BUDDY!! C YA 2MORO! WHO NEEDS BLOKES
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Change again... It's e one next to escalator...
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Change windows logoff sound..
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Check audrey's status right now
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Check wid corect speling i.e. Sarcasm
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Check with nuerologist.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Cheers for the card ... Is it that time of year already?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Cheers for the message Zogtorius. IåÕve been staring at my phone for an age deciding whether to text or not.
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 chile, please! It's only a  &lt;DECIMAL&gt;  hour drive for me. I come down all the time and will be subletting feb-april for audition season.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Chinatown got porridge, claypot rice, yam cake, fishhead beehoon... Either we eat cheap den go cafe n tok or go nydc or somethin...
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Chk in ur belovd ms dict
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Christmas is An occasion that is Celebrated as a Reflection of UR... Values..., Desires..., Affections...&amp; Traditions.... Have an ideal Christmas...
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Claim a 200 shopping spree, just call 08717895698 now! Have you won! MobStoreQuiz10ppm
##             ham                                                                            0.0000000000
##             spam                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 CLAIRE here am havin borin time & am now alone U wanna cum over 2nite? Chat now 09099725823 hope 2 C U Luv CLAIRE xx Callså£1/minmoremobsEMSPOBox45PO139WA
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Coffee cake, i guess... Cold. Dont be sad dear
##             ham             0.0002774695           0.0002774695
##             spam            0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Collect your VALENTINE'S weekend to PARIS inc Flight & Hotel + å£200 Prize guaranteed! Text: PARIS to No: 69101. www.rtf.sphosting.com
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Come aftr  &lt;DECIMAL&gt; ..now i m cleaning the house
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Come by our room at some point so we can iron out the plan for this weekend
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Come round, it's . 
##             ham         0.0002774695
##             spam        0.0000000000
##                 v2
## sms_raw_train$v1 Come to mahal bus stop.. &lt;DECIMAL&gt;
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Come to me right now, Ahmad
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Come to me, slave. Your doing it again ... Going into your shell and unconsciously avoiding me ... You are making me unhappy :-(
##             ham                                                                                                                      0.0002774695
##             spam                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Come to medical college at 7pm ......forward it da
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Come to mu, we're sorting out our narcotics situation
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Come to my home for one last time i wont do anything. Trust me.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Company is very good.environment is terrific and food is really nice:)
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 complimentary 4 STAR Ibiza Holiday or å£10,000 cash needs your URGENT collection. 09066364349 NOW from Landline not to lose out! Box434SK38WP150PPM18+
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Congrats ! Treat pending.i am not on mail for 2 days.will mail once thru.Respect mother at home.check mails.
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Congrats 2 mobile 3G Videophones R yours. call 09063458130 now! videochat wid ur mates, play java games, Dload polypH music, noline rentl. bx420. ip4. 5we. 150p
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Congrats kano..whr s the treat maga?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! C Suprman V, Matrix3, StarWars3, etc all 4 FREE! bx420-ip4-5we. 150pm. Dont miss out!
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0035398230
##                 v2
## sms_raw_train$v1 Congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! C Suprman V, Matrix3, StarWars3, etc all 4 FREE! bx420-ip4-5we. 150pm. Dont miss out! 
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Congrats! 2 mobile 3G Videophones R yours. call 09063458130 now! videochat wid your mates, play java games, Dload polyPH music, noline rentl.
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Congrats! Nokia 3650 video camera phone is your Call 09066382422 Calls cost 150ppm Ave call 3mins vary from mobiles 16+ Close 300603 post BCM4284 Ldn WC1N3XX
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0035398230
##                 v2
## sms_raw_train$v1 Congratulations - Thanks to a good friend U have WON the å£2,000 Xmas prize. 2 claim is easy, just call 08712103738 NOW! Only 10p per minute. BT-national-rate
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations ore mo owo re wa. Enjoy it and i wish you many happy moments to and fro wherever you go
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Congratulations U can claim 2 VIP row A Tickets 2 C Blu in concert in November or Blu gift guaranteed Call 09061104276 to claim TS&Cs www.smsco.net costå£3.75max 
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations ur awarded 500 of CD vouchers or 125gift guaranteed & Free entry 2 100 wkly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0035398230
##                 v2
## sms_raw_train$v1 Congratulations ur awarded either a yrs supply of CDs from Virgin Records or a Mystery Gift GUARANTEED Call 09061104283 Ts&Cs www.smsco.net å£1.50pm approx 3mins
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations ur awarded either å£500 of CD gift vouchers & Free entry 2 our å£100 weekly draw txt MUSIC to 87066 TnCs www.Ldew.com 1 win150ppmx3age16
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations ur awarded either å£500 of CD gift vouchers & Free entry 2 our å£100 weekly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations YOU'VE Won. You're a Winner in our August å£1000 Prize Draw. Call 09066660100 NOW. Prize Code 2309.
##             ham                                                                                                         0.0000000000
##             spam                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations! Thanks to a good friend U have WON the å£2,000 Xmas prize. 2 claim is easy, just call 08718726971 NOW! Only 10p per minute. BT-national-rate.
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Congratulations! Thanks to a good friend U have WON the å£2,000 Xmas prize. 2 claim is easy, just call 08718726978 NOW! Only 10p per minute. BT-national-rate
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Convey my regards to him
##             ham              0.0005549390
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Cool breeze... Bright sun... Fresh flower... Twittering birds... All these waiting to wish u: \\GOODMORNING &amp; HAVE A NICE DAY\\" :)"
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Cool, I'll text you in a few
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Cool, I'll text you when I'm on the way
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Cool, text me when you're parked
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Cool, text me when you're ready
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Cool, text me when you head out
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Cool, want me to go to kappa or should I meet you outside mu
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Cool. Do you like swimming? I have a pool and jacuzzi at my house.
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Cool. I am  &lt;#&gt;  inches long. hope you like them big!
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Cool. So how come you havent been wined and dined before?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 cool. We will have fun practicing making babies!
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Correct. So how was work today
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Cos daddy arranging time c wat time fetch Ì_ mah...
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Cos darren say Ì_ considering mah so i ask Ì_...
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Cos i want it to be your thing
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Could you not read me, my Love ? I answered you
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Cps is causing the outages to conserve energy.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Cramps stopped. Going back to sleep
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Crazy ar he's married. ÌÏ like gd looking guys not me. My frens like say he's korean leona's fave but i dun thk he is. Aft some thinking mayb most prob i'll go.
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Crucify is c not s. You should have told me earlier.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 cThen i thk shd b enuff.. Still got conclusion n contents pg n references.. I'll b doing da contents pg n cover pg..
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 cud u tell ppl im gona b a bit l8 cos 2 buses hav gon past cos they were full & im still waitin 4 1. Pete x
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Customer Loyalty Offer:The NEW Nokia6650 Mobile from ONLY å£10 at TXTAUCTION! Txt word: START to No: 81151 & get yours Now! 4T&Ctxt TC 150p/MTmsg
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Customer place i will call you
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Customer place i will call you.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Customer place, i wil cal u sir.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Customer service annoncement. You have a New Years delivery waiting for you. Please call 07046744435 now to arrange delivery
##             ham                                                                                                                  0.0000000000
##             spam                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Customer service announcement. We recently tried to make a delivery to you but were unable to do so, please call 07090298926 to re-schedule. Ref:9307622
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Da is good good player.why he is unsold.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Da my birthdate in certificate is in april but real date is today. But dont publish it. I shall give you a special treat if you keep the secret. Any way thanks for the wishes
##             ham                                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Dad says hurry the hell up
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Dad wanted to talk about the apartment so I got a late start, omw now
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Dad went out oredi... 
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Daddy will take good care of you :)
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Dai  &lt;#&gt;  naal eruku.
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Dai what this da.. Can i send my resume to this id.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Damn, can you make it tonight or do you want to just wait til tomorrow
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Damn, poor zac doesn't stand a chance
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dear 0776xxxxxxx U've been invited to XCHAT. This is our final attempt to contact u! Txt CHAT to 86688 150p/MsgrcvdHG/Suite342/2Lands/Row/W1J6HL LDN 18yrs 
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Dear all, as we know  &lt;#&gt; th is the  &lt;#&gt; th birthday of our loving Gopalettan. We are planning to give a small gift on that day. Those who like to participate in that you are welcome. Please contact our admin team for more details
##             ham                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Dear Dave this is your final notice to collect your 4* Tenerife Holiday or #5000 CASH award! Call 09061743806 from landline. TCs SAE Box326 CW25WX 150ppm
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Dear friends, sorry for the late information. Today is the birthday of our loving Ar.Praveesh. for more details log on to face book and see. Its his number + &lt;#&gt; . Dont miss a delicious treat.
##             ham                                                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Dear good morning how you feeling dear
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Dear good morning now only i am up
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Dear got train and seat mine lower seat
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Dear Hero,i am leaving to qatar tonite for an apt opportunity.pls do keep in touch at  &lt;EMAIL&gt; ,kerala
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Dear how is chechi. Did you talk to her
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Dear how you. Are you ok? Dear i have reache room
##             ham               0.0002774695            0.0002774695
##             spam              0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Dear Matthew please call 09063440451 from a landline, your complimentary 4*Lux Tenerife holiday or å£1000 CASH await collection. ppm150 SAE T&Cs Box334 SK38XH.
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Dear reached railway. What happen to you
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Dear relieved of westonzoyland, all going to plan this end too!
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Dear Subscriber ur draw 4 å£100 gift voucher will b entered on receipt of a correct ans. When was Elvis Presleys Birthday? TXT answer to 80062
##             ham                                                                                                                                    0.0000000000
##             spam                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Dear U've been invited to XCHAT. This is our final attempt to contact u! Txt CHAT to 86688
##             ham                                                                                0.0000000000
##             spam                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Dear U've been invited to XCHAT. This is our final attempt to contact u! Txt CHAT to 86688 150p/MsgrcvdHG/Suite342/2Lands/Row/W1J6HL LDN 18 yrs
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Dear umma she called me now :-)
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Dear Voucher Holder 2 claim your 1st class airport lounge passes when using Your holiday voucher call 08704439680. When booking quote 1st class x 2
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Dear Voucher Holder, 2 claim this weeks offer, at your PC go to http://www.e-tlp.co.uk/expressoffer Ts&Cs apply.2 stop texts txt STOP to 80062.
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Dear Voucher Holder, To claim this weeks offer, at you PC please go to http://www.e-tlp.co.uk/expressoffer Ts&Cs apply. To stop texts, txt STOP to 80062
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Dear Voucher Holder, To claim this weeks offer, at you PC please go to http://www.e-tlp.co.uk/reward. Ts&Cs apply.
##             ham                                                                                                        0.0000000000
##             spam                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Dear Voucher Holder, To claim this weeks offer, at your PC please go to http://www.wtlp.co.uk/text. Ts&Cs apply.
##             ham                                                                                                      0.0000000000
##             spam                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Dear we are going to our rubber place
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dear we got  &lt;#&gt;  dollars hi hi
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dear where you will be when i reach there
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Dear, take care. I am just reaching home.love u a lot.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Dear, will call Tmorrow.pls accomodate.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Dear,Me at cherthala.in case u r coming cochin pls call bfore u start.i shall also reach accordingly.or tell me which day u r coming.tmorow i am engaged ans its holiday.
##             ham                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Dear,regret i cudnt pick call.drove down frm ctla now at cochin home.left mobile in car..ente style ishtamayoo?happy bakrid!
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Dear,shall mail tonite.busy in the street,shall update you tonite.things are looking ok.varunnathu edukkukayee raksha ollu.but a good one in real sense.
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 December only! Had your mobile 11mths+? You are entitled to update to the latest colour camera mobile for Free! Call The Mobile Update Co FREE on 08002986906
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 December only! Had your mobile 11mths+? You are entitled to update to the latest colour camera mobile for Free! Call The Mobile Update Co FREE on 08002986906 
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Delhi and chennai still silent.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Den wat will e schedule b lk on sun?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Depends on individual lor e hair dresser say pretty but my parents say look gong. U kaypoh.. I also dunno wat she collecting.
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Depends on quality. If you want the type i sent boye, faded glory, then about 6. If you want ralphs maybe 2
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Depends on where u going lor.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Derp. Which is worse, a dude who always wants to party or a dude who files a complaint about the three drug abusers he lives with
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Designation is software developer and may be she get chennai:)
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Did either of you have any idea's? Do you know of anyplaces doing something?
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Did he just say somebody is named tampa
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Did he say how fantastic I am by any chance, or anything need a bigger life lift as losing the will 2 live, do you think I would be the first person 2 die from N V Q? 
##             ham                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Did I forget to tell you ? I want you , I need you, I crave you ... But most of all ... I love you my sweet Arabian steed ... Mmmmmm ... Yummy
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Did u download the fring app?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Did u find a sitter for kaitlyn? I was sick and slept all day yesterday.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Did u find out what time the bus is at coz i need to sort some stuff out.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 did u get that message Did u got that persons story
##             ham            0.0002774695                 0.0005549390
##             spam           0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 Did u receive my msg?
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 Did u see what I posted on your Facebook?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Did u turn on the heater? The heater was on and set to &lt;#&gt; degrees.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Did you catch the bus ? Are you frying an egg ? Did you make a tea? Are you eating your mom's left over dinner ? Do you feel my Love ?
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Did you get any gift? This year i didnt get anything. So bad
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Did you hear about the new \\Divorce Barbie\\"? It comes with all of Ken's stuff!"
##             ham                                                                        0.0000000000
##             spam                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Did you show him and wot did he say or could u not c him 4 dust?
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Did you stitch his trouser
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Did you try making another butt.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Didn't you get hep b immunisation in nigeria.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Die... Now i have e toot fringe again...
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Din i tell u jus now 420
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Dis is yijue. I jus saw ur mail. In case huiming havent sent u my num. Dis is my num.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Discussed with your mother ah?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Ditto. And you won't have to worry about me saying ANYTHING to you anymore. Like i said last night, you do whatever you want and i'll do the same. Peace.
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Dizzamn, aight I'll ask my suitemates when I get back
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Dnt worry...use ice pieces in a cloth pack.also take 2 tablets.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Do 1 thing! Change that sentence into: \\Because i want 2 concentrate in my educational career im leaving here..\\""
##             ham                                                                                                          0.0005549390
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Do have a nice day today. I love you so dearly.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Do Ì_ all wan 2 meet up n combine all the parts? How's da rest of da project going?
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Do Ì_ noe if ben is going? DO NOT B LATE LOVE MUM
##             ham                0.0002774695           0.0002774695
##             spam               0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Do u ever get a song stuck in your head for no reason and it won't go away til u listen to it like 5 times?
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Do u hav any frnd by name ashwini in ur college?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Do u knw dis no. &lt;#&gt; ?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Do u konw waht is rael FRIENDSHIP Im gving yuo an exmpel: Jsut ese tihs msg.. Evrey splleing of tihs msg is wrnog.. Bt sitll yuo can raed it wihtuot ayn mitsake.. GOODNIGHT &amp; HAVE A NICE SLEEP..SWEET DREAMS..
##             ham                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Do u noe how 2 send files between 2 computers?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Do u noe wat time e place dat sells 4d closes?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Do u still have plumbers tape and a wrench we could borrow?
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 do u think that any girl will propose u today by seing ur bloody funky shit fucking face...............asssssholeeee................
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Do we have any spare power supplies
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Do well :)all will for little time. Thing of good times ahead:
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Do whatever you want. You know what the rules are. We had a talk earlier this week about what had to start happening, you showing responsibility. Yet, every week it's can i bend the rule this way? What about that way? Do whatever. I'm tired of having thia same argument with you every week. And a  &lt;#&gt;  movie DOESNT inlude the previews. You're still getting in after 1.
##             ham                                                                                                                                                                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Do you always celebrate NY's with your family ?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Do you ever notice that when you're driving, anyone going slower than you is an idiot and everyone driving faster than you is a maniac?
##             ham                                                                                                                             0.0000000000
##             spam                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Do you know what Mallika Sherawat did yesterday? Find out now @  &lt;URL&gt;
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Do you know when dad will be back?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Do you know when the result.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Do you know where my lab goggles went
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Do you know why god created gap between your fingers..? So that, One who is made for you comes &amp; fills those gaps by holding your hand with LOVE..!
##             ham                                                                                                                                             0.0005549390
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Do you like Italian food?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Do you like shaking your booty on the dance floor?
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Do you mind if I ask what happened? You dont have to say if it is uncomfortable.
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Do you realize that in about 40 years, we'll have thousands of old ladies running around with tattoos?
##             ham                                                                                            0.0000000000
##             spam                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Do you still have the grinder?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Do you think i can move  &lt;#&gt;  in a week
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Do you want 750 anytime any network mins 150 text and a NEW video phone for only five pounds per week call 08000776320 now or reply for delivery Tomorrow
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Do you want 750 anytime any network mins 150 text and a NEW VIDEO phone for only five pounds per week call 08002888812 or reply for delivery tomorrow
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Do you want a New Nokia 3510i Colour Phone Delivered Tomorrow? With 200 FREE minutes to any mobile + 100 FREE text + FREE camcorder Reply or Call 08000930705
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Do you want a New Nokia 3510i colour phone DeliveredTomorrow? With 300 free minutes to any mobile + 100 free texts + Free Camcorder reply or call 08000930705
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Do you want a new video handset? 750 anytime any network mins? Half Price Line Rental? Camcorder? Reply or call 08000930705 for delivery tomorrow
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Do you want a new Video phone? 600 anytime any network mins 400 Inclusive Video calls AND downloads 5 per week Free delTOMORROW call 08002888812 or reply NOW
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Do you want a NEW video phone750 anytime any network mins 150 text for only five pounds per week call 08000776320 now or reply for delivery tomorrow
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Do you want bold 2 or bb torch
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Do you work all this week ?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Doc prescribed me morphine cause the other pain meds aren't enough. Waiting for my mom to bring it. That med should kick in fast so I'm gonna try to be on later
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Does cinema plus drink appeal tomo? * Is a fr thriller by director i like on at mac at 8.30.
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Does daddy have a bb now.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Does not operate after  &lt;#&gt;  or what
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Does she usually take fifteen fucking minutes to respond to a yes or no question
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Does uncle timi help in clearing cars
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Doesn't g have class early tomorrow and thus shouldn't be trying to smoke at  &lt;#&gt;
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Doing project w frens lor. 
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Don't forget who owns you and who's private property you are ... And be my good boy always .. *passionate kiss*
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Don't fret. I'll buy the ovulation test strips and send them to you. You wont get them til like march. Can you send me your postal address.u'll be alright.Okay.
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Don't look back at the building because you have no coat and i don't want you to get more sick. Just hurry home and wear a coat to the gym!!!
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Don't necessarily expect it to be done before you get back though because I'm just now headin out
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Don't worry, * is easy once have ingredients!
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Don know. I did't msg him recently.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Don know..he is watching film in computer..
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Don know..wait i will check it.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Don know:)this week i'm going to tirunelvai da.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Don no da:)whats you plan?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Don‰Û÷t give a flying monkeys wot they think and I certainly don‰Û÷t mind. Any friend of mine and all that!
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Dont flatter yourself... Tell that man of mine two pints of carlin in ten minutes please.... 
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Dont forget you can place as many FREE Requests with 1stchoice.co.uk as you wish. For more Information call 08707808226.
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Dont gimme that lip caveboy
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Dont give a monkeys wot they think and i certainly don't mind. Any friend of mine&all that! Just don't sleep wiv , that wud be annoyin!
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Dont hesitate. You know this is the second time she has had weakness like that. So keep i notebook of what she eat and did the day before or if anything changed the day before so that we can be sure its nothing
##             ham                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Dont kick coco when he's down
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Dont know supports ass and srt i thnk. I think ps3 can play through usb too
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Dont know you bring some food
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 dont make ne plans for nxt wknd coz she wants us to come down then ok
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Dont pack what you can buy at any store.like cereals. If you must pack food, pack gari or something 9ja that you will miss.
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Dont pick up d call when something important is There to tell. Hrishi
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Dont put your phone on silent mode ok
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dont search love, let love find U. Thats why its called falling in love, bcoz U dont force yourself, U just fall and U know there is smeone to hold U... BSLVYL
##             ham                                                                                                                                                     0.0005549390
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Dont show yourself. How far. Put new pictures up on facebook.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Dont talk to him ever ok its my word.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dont think so. It turns off like randomlly within 5min of opening
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Dont worry, 1 day very big lambu ji vl come..til then enjoy batchlor party:-)
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Dont worry. I guess he's busy.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Dont you have message offer
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Dorothy@kiefer.com (Bank of Granite issues Strong-Buy) EXPLOSIVE PICK FOR OUR MEMBERS *****UP OVER 300% *********** Nasdaq Symbol CDGT That is a $5.00 per..
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Double Mins & 1000 txts on Orange tariffs. Latest Motorola, SonyEricsson & Nokia with Bluetooth FREE! Call MobileUpd8 on 08000839402 or call2optout/HF8
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Double Mins & Double Txt & 1/2 price Linerental on Latest Orange Bluetooth mobiles. Call MobileUpd8 for the very latest offers. 08000839402 or call2optout/LF56
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Double mins and txts 4 6months FREE Bluetooth on Orange. Available on Sony, Nokia Motorola phones. Call MobileUpd8 on 08000839402 or call2optout/N9DX
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Double your mins & txts on Orange or 1/2 price linerental - Motorola and SonyEricsson with B/Tooth FREE-Nokia FREE Call MobileUpd8 on 08000839402 or2optout/HV9D
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Download as many ringtones as u like no restrictions, 1000s 2 choose. U can even send 2 yr buddys. Txt Sir to 80082 å£3 
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Draw va?i dont think so:)
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Dude avatar 3d was imp. At one point i thought there were actually flies in the room and almost tried hittng one as a reflex
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Dude how do you like the buff wind.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Dude ive been seeing a lotta corvettes lately
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Dude just saw a parked car with its sunroof popped up. Sux
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Dude sux for snake. He got old and raiden got buff
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Dude u knw also telugu..thts gud..k, gud nyt..
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Dude we should go sup again
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Dude while were makin those weirdy brownies my sister made awesome cookies. I took pics.
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Dude. What's up. How Teresa. Hope you have been okay. When i didnt hear from these people, i called them and they had received the package since dec  &lt;#&gt; . Just thot you'ld like to know. Do have a fantastic year and all the best with your reading. Plus if you can really really Bam first aid for Usmle, then your work is done.
##             ham                                                                                                                                                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Dun b sad.. It's over.. Dun thk abt it already. Concentrate on ur other papers k.
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Dunno cos i was v late n when i reach they inside already... But we ate spageddies lor... It's e gals who r laughing at me lor...
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Dunno da next show aft 6 is 850. Toa payoh got 650.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Dunno dat's wat he told me. Ok lor...
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Dunno he jus say go lido. Same time 930.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Dunno i juz askin cos i got a card got 20% off 4 a salon called hair sense so i tot it's da one Ì_ cut ur hair. 
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Dunno lei he neva say...
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Dunno lei Ì_ all decide lor. How abt leona? Oops i tot ben is going n i msg him.
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Dunno lei... I might b eatin wif my frens... If Ì_ wan to eat then i wait 4 Ì_ lar
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Dunno lei... I thk mum lazy to go out... I neva ask her yet...
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Dunno y u ask me. Early bird! Any purchases yet?
##             ham       0.0002774695                   0.0002774695
##             spam      0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 EASTENDERS TV Quiz. What FLOWER does DOT compare herself to? D= VIOLET E= TULIP F= LILY txt D E or F to 84025 NOW 4 chance 2 WIN å£100 Cash WKENT/150P16+
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0035398230
##                 v2
## sms_raw_train$v1 Easy ah?sen got selected means its good..
##             ham                               0.0005549390
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Easy mate, * guess the quick drink was bit ambitious.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Eat at old airport road... But now 630 oredi... Got a lot of pple...
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Eat jap done oso aft ur lect wat... ÌÏ got lect at 12 rite... 
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Edison has rightly said, \\A fool can ask more questions than a wise man can answer\\" Now you know why all of us are speechless during ViVa.. GM
##             ham                                                                                                                                       0.0002774695
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ee msg na poortiyagi odalebeku: Hanumanji 7 name 1-Hanuman 2-Bajarangabali 3-Maruti 4-Pavanaputra 5-Sankatmochan 6-Ramaduth 7-Mahaveer ee 7 name  &lt;#&gt;  janarige ivatte kalisidare next saturday olage ondu good news keluviri...! Maretare inde 1 dodda problum nalli siguviri idu matra  &lt;#&gt; % true.. Don't neglet.
##             ham                                                                                                                                                                                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Eek that's a lot of time especially since American Pie is like 8 minutes long. I can't stop singing it.
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Eerie Nokia tones 4u, rply TONE TITLE to 8007 eg TONE DRACULA to 8007 Titles: GHOST, ADDAMSFA, MUNSTERS, EXORCIST, TWILIGHT www.getzed.co.uk POBox36504W45WQ 150p
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Eerie Nokia tones 4u, rply TONE TITLE to 8007 eg TONE DRACULA to 8007 Titles: GHOST, ADDAMSFA, MUNSTERS, EXORCIST, TWILIGHT www.getzed.co.uk POBox36504W45WQ 150p 
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Eh den sat u book e kb liao huh...
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Eh sorry leh... I din c ur msg. Not sad already lar. Me watching tv now. U still in office?
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Eh u remember how 2 spell his name... Yes i did. He v naughty make until i v wet.
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Eh u send wrongly lar...
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Eh ur laptop got no stock lei... He say mon muz come again to take a look c got a not...
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Ela kano.,il download, come wen ur free.. ELLO BABE U OK?
##             ham                               0.0002774695    0.0002774695
##             spam                              0.0000000000    0.0000000000
##                 v2
## sms_raw_train$v1 Em, its olowoyey@ usc.edu have a great time in argentina. Not sad about secretary, everything is a blessing
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Email AlertFrom: Jeri StewartSize: 2KBSubject: Low-cost prescripiton drvgsTo listen to email call 123
##             ham                                                                                           0.0000000000
##             spam                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 En chikku nange bakra msg kalstiya..then had tea/coffee?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 England v Macedonia - dont miss the goals/team news. Txt ur national team to 87077 eg ENGLAND to 87077 Try:WALES, SCOTLAND 4txt/̼1.20 POBOXox36504W45WQ 16+
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Enjoy the jamster videosound gold club with your credits for 2 new videosounds+2 logos+musicnews! get more fun from jamster.co.uk! 16+only Help? call: 09701213186 
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Enjoy the showers of possessiveness poured on u by ur loved ones, bcoz in this world of lies, it is a golden gift to be loved truly..
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Enjoy ur life. . Good night Er yep sure. Props?
##             ham                 0.0002774695        0.0002774695
##             spam                0.0000000000        0.0000000000
##                 v2
## sms_raw_train$v1 Erm ‰Û_ ill pick you up at about 6.45pm. That'll give enough time to get there, park and that.
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Erm. I thought the contract ran out the4th of october.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Err... Cud do. I'm going to  at 8pm. I haven't got a way to contact him until then.
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Even i cant close my eyes you are in me our vava playing umma :-D
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Even if he my friend he is a priest call him now
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Even my brother is not like to speak with me. They treat me like aids patent.
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Even u dont get in trouble while convincing..just tel him once or twice and just tel neglect his msgs dont c and read it..just dont reply
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Evening * v good if somewhat event laden. Will fill you in, don't you worry ‰Û_ Head * ok but throat * wrecked. See you at six then!
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Ever green quote ever told by Jerry in cartoon \\A Person Who Irritates u Always Is the one Who Loves u Vry Much But Fails to Express It...!..!! :-) :-) gud nyt"
##             ham                                                                                                                                                       0.0005549390
##             spam                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ever thought about living a good life with a perfect partner? Just txt back NAME and AGE to join the mobile community. (100p/SMS)
##             ham                                                                                                                       0.0000000000
##             spam                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Every day i use to sleep after  &lt;#&gt;  so only.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Every King Was Once A Crying Baby And Every Great Building Was Once A Map.. Not Imprtant Where U r TODAY, BUT Where U Wil Reach TOMORW. Gud ni8
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Every monday..nxt week vl be completing..
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Ew are you one of them?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Exactly. Anyways how far. Is jide her to study or just visiting
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Excellent! Are you ready to moan and scream in ecstasy?
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Excellent! Wish we were together right now!
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Excellent, I'll see what riley's plans are
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 excellent. I spent  &lt;#&gt;  years in the Air Force. Iraq and afghanistan. I am stable and honest. do you like traveling?
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Fair enough, anything going on?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Faith makes things possible,Hope makes things work,Love makes things beautiful,May you have all three this Christmas!Merry Christmas!
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Fancy a shag? I do.Interested? sextextuk.com txt XXUK SUZY to 69876. Txts cost 1.50 per msg. TnCs on website. X
##             ham                                                                                                     0.0000000000
##             spam                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Fantasy Football is back on your TV. Go to Sky Gamestar on Sky Active and play å£250k Dream Team. Scoring starts on Saturday, so register now!SKY OPT OUT to 88088
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0035398230
##                 v2
## sms_raw_train$v1 Feb  &lt;#&gt;  is \\I LOVE U\\" day. Send dis to all ur \\"VALUED FRNDS\\" evn me. If 3 comes back u'll gt married d person u luv! If u ignore dis u will lose ur luv 4 Evr"
##             ham                                                                                                                                                                   0.0005549390
##             spam                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Feel like trying kadeem again? :V
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Feel Yourself That You Are Always Happy.. Slowly It Becomes Your Habit &amp; Finally It Becomes Part Of Your Life.. Follow It.. Happy Morning &amp; Have A Happy Day:)
##             ham                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Fffff. Can you text kadeem or are you too far gone
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Ffffffffff. Alright no way I can meet up with you sooner?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Fighting with the world is easy, u either win or lose bt fightng with some1 who is close to u is dificult if u lose - u lose if u win - u still lose.
##             ham                                                                                                                                           0.0008324084
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Filthy stories and GIRLS waiting for your
##             ham                               0.0000000000
##             spam                              0.0017699115
##                 v2
## sms_raw_train$v1 Final Chance! Claim ur å£150 worth of discount vouchers today! Text YES to 85023 now! SavaMob, member offers mobile! T Cs SavaMob POBOX84, M263UZ. å£3.00 Subs 16
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0035398230
##                 v2
## sms_raw_train$v1 Finally the match heading towards draw as your prediction.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Fine am simply sitting. Fine i miss you very much.
##             ham             0.0002774695               0.0002774695
##             spam            0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 Fine if thatåÕs the way u feel. ThatåÕs the way its gota b
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Fine. Do you remember me.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Finish already... Yar they keep saying i mushy... I so embarrassed ok...
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Finish liao... U? Finished class where are you.
##             ham       0.0002774695                  0.0002774695
##             spam      0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 First answer my question.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 First has she gained more than  &lt;#&gt; kg since she took in. Second has she done the blood sugar tests. If she has and its ok and her blood pressure is within normal limits then no worries
##             ham                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 For fear of fainting with the of all that housework you just did? Quick have a cuppa
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 For me the love should start with attraction.i should feel that I need her every time around me.she should be the first thing which comes in my thoughts.I would start the day and end it with her.she should be there every time I dream.love will be then when my every breath has her name.my life should happen around her.my life will be named to her.I would cry for her.will give all my happiness and take all her sorrows.I will be ready to fight with anyone for her.I will be in love when I will be doing the craziest things for her.love will be when I don't have to proove anyone that my girl is the most beautiful lady on the whole planet.I will always be singing praises for her.love will be when I start up making chicken curry and end up makiing sambar.life will be the most beautiful then.will get every morning and thank god for the day because she is with me.I would like to say a lot..will tell later..
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 For my family happiness..
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 For real tho this sucks. I can't even cook my whole electricity is out. And I'm hungry.
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 For real when u getting on yo? I only need 2 more tickets and one more jacket and I'm done. I already used all my multis.
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 For sale - arsenal dartboard. Good condition but no doubles or trebles!
##             ham                                                             0.0000000000
##             spam                                                            0.0017699115
##                 v2
## sms_raw_train$v1 For taking part in our mobile survey yesterday! You can now have 500 texts 2 use however you wish. 2 get txts just send TXT to 80160 T&C www.txt43.com 1.50p
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 For The First Time In The History 'Need' 'Comfort' And 'Luxury' Are Sold At Same Price In India..!! Onion-Rs. &lt;#&gt;  Petrol-Rs. &lt;#&gt;  Beer-Rs. &lt;#&gt;  SHESIL  &lt;#&gt;
##             ham                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 For ur chance to win a å£250 cash every wk TXT: ACTION to 80608. T's&C's www.movietrivia.tv custcare 08712405022, 1x150p/wk
##             ham                                                                                                                 0.0000000000
##             spam                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 For ur chance to win a å£250 cash every wk TXT: ACTION to 80608. T's&C's www.movietrivia.tv custcare 08712405022, 1x150p/wk.
##             ham                                                                                                                  0.0000000000
##             spam                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 For ur chance to win a å£250 wkly shopping spree TXT: SHOP to 80878. T's&C's www.txt-2-shop.com custcare 08715705022, 1x150p/wk
##             ham                                                                                                                     0.0000000000
##             spam                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 For ur chance to win å£250 cash every wk TXT: PLAY to 83370. T's&C's www.music-trivia.net custcare 08715705022, 1x150p/wk.
##             ham                                                                                                                0.0000000000
##             spam                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Forgot it takes me 3 years to shower, sorry. Where you at/your phone dead yet?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Forgot you were working today! Wanna chat, but things are ok so drop me a text when you're free / bored etc and i'll ring. Hope all is well, nose essay and all xx
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Found it, ENC  &lt;#&gt; , where you at?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 FR'NDSHIP is like a needle of a clock. Though V r in d same clock, V r nt able 2 met. Evn if V meet,itz only 4few seconds. Bt V alwys stay conected. Gud 9t;-)
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 FRAN I DECIDED 2 GO N E WAY IM COMPLETELY BROKE AN KNACKERED I GOT UP BOUT 3 C U 2MRW LOVE JANX P.S THIS IS MY DADS FONE, -NO CREDIT
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Free-message: Jamster!Get the crazy frog sound now! For poly text MAD1, for real text MAD2 to 88888. 6 crazy sounds for just 3 GBP/week! 16+only! T&C's apply
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Free 1st week entry 2 TEXTPOD 4 a chance 2 win 40GB iPod or å£250 cash every wk. Txt POD to 84128 Ts&Cs www.textpod.net custcare 08712405020.
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Free 1st week entry 2 TEXTPOD 4 a chance 2 win 40GB iPod or å£250 cash every wk. Txt VPOD to 81303 Ts&Cs www.textpod.net custcare 08712405020.
##             ham                                                                                                                                    0.0000000000
##             spam                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Free any day but i finish at 6 on mon n thurs...
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 FREE camera phones with linerental from 4.49/month with 750 cross ntwk mins. 1/2 price txt bundle deals also avble. Call 08001950382 or call2optout/J MF
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Free entry in 2 a weekly comp for a chance to win an ipod. Txt POD to 80182 to get entry (std txt rate) T&C's apply 08452810073 for details 18+
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 Free entry in 2 a wkly comp to win FA Cup final tkts 21st May 2005. Text FA to 87121 to receive entry question(std txt rate)T&C's apply 08452810075over18's
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0035398230
##                 v2
## sms_raw_train$v1 FREE entry into our å£250 weekly comp just send the word ENTER to 84128 NOW. 18 T&C www.textcomp.com cust care 08712405020.
##             ham                                                                                                                 0.0000000000
##             spam                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 FREE entry into our å£250 weekly comp just send the word WIN to 80086 NOW. 18 T&C www.txttowin.co.uk
##             ham                                                                                          0.0000000000
##             spam                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 FREE entry into our å£250 weekly competition just text the word WIN to 80086 NOW. 18 T&C www.txttowin.co.uk
##             ham                                                                                                 0.0000000000
##             spam                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 FREE for 1st week! No1 Nokia tone 4 ur mob every week just txt NOKIA to 8007 Get txting and tell ur mates www.getzed.co.uk POBox 36504 W45WQ norm150p/tone 16+
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0035398230
##                 v2
## sms_raw_train$v1 FREE for 1st week! No1 Nokia tone 4 ur mob every week just txt NOKIA to 87077 Get txting and tell ur mates. zed POBox 36504 W45WQ norm150p/tone 16+
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 FREE for 1st week! No1 Nokia tone 4 ur mobile every week just txt NOKIA to 8077 Get txting and tell ur mates. www.getzed.co.uk POBox 36504 W45WQ 16+ norm150p/tone
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 FREE MESSAGE Activate your 500 FREE Text Messages by replying to this message with the word FREE For terms & conditions, visit www.07781482378.com
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0035398230
##                 v2
## sms_raw_train$v1 Free msg. Sorry, a service you ordered from 81303 could not be delivered as you do not have sufficient credit. Please top up to receive the service.
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Free Msg: get Gnarls Barkleys \\Crazy\\" ringtone TOTALLY FREE just reply GO to this message right now!"
##             ham                                                                                              0.0000000000
##             spam                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Free Msg: Ringtone!From: http://tms. widelive.com/index. wml?id=1b6a5ecef91ff9*37819&first=true18:0430-JUL-05
##             ham                                                                                                   0.0000000000
##             spam                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Free msg: Single? Find a partner in your area! 1000s of real people are waiting to chat now!Send CHAT to 62220Cncl send STOPCS 08717890890å£1.50 per msg
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 FREE MSG:We billed your mobile number by mistake from shortcode 83332.Please call 08081263000 to have charges refunded.This call will be free from a BT landline
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 FREE NOKIA Or Motorola with upto 12mths 1/2price linerental, 500 FREE x-net mins&100txt/mth FREE B'tooth*. Call Mobileupd8 on 08001950382 or call 2optout/D3WV
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 FREE RING TONE just text \\POLYS\\" to 87131. Then every week get a new tone. 0870737910216yrs only å£1.50/wk."
##             ham                                                                                                     0.0000000000
##             spam                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 FREE RINGTONE text FIRST to 87131 for a poly or text GET to 87131 for a true tone! Help? 0845 2814032 16 after 1st free, tones are 3xå£150pw to eå£nd txt stop
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Free tones Hope you enjoyed your new content. text stop to 61610 to unsubscribe. help:08712400602450p Provided by tones2you.co.uk
##             ham                                                                                                                       0.0000000000
##             spam                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Free Top ringtone -sub to weekly ringtone-get 1st week free-send SUBPOLY to 81618-?3 per week-stop sms-08718727870
##             ham                                                                                                        0.0000000000
##             spam                                                                                                       0.0035398230
##                 v2
## sms_raw_train$v1 FREE UNLIMITED HARDCORE PORN direct 2 your mobile Txt PORN to 69200 & get FREE access for 24 hrs then chrgd@50p per day txt Stop 2exit. This msg is free
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Free video camera phones with Half Price line rental for 12 mths and 500 cross ntwk mins 100 txts. Call MobileUpd8 08001950382 or Call2OptOut/674&
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 FREE>Ringtone! Reply REAL or POLY eg REAL1 1. PushButton 2. DontCha 3. BabyGoodbye 4. GoldDigger 5. WeBeBurnin 1st tone FREE and 6 more when u join for å£3/wk
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 FREE2DAY sexy St George's Day pic of Jordan!Txt PIC to 89080 dont miss out, then every wk a saucy celeb!4 more pics c PocketBabe.co.uk 0870241182716 å£3/wk
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0035398230
##                 v2
## sms_raw_train$v1 FreeMsg Hey there darling it's been 3 week's now and no word back! I'd like some fun you up for it still? Tb ok! XxX std chgs to send, å£1.50 to rcv
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg Hey U, i just got 1 of these video/pic fones, reply WILD to this txt & ill send U my pics, hurry up Im so bored at work xxx (18 150p/rcvd STOP2stop)
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg Today's the day if you are ready! I'm horny & live in your town. I love sex fun & games! Netcollex Ltd 08700621170150p per msg reply Stop to end
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg Why haven't you replied to my text? I'm Randy, sexy, female and live local. Luv to hear from u. Netcollex Ltd 08700621170150p per msg reply Stop to end
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 FreeMSG You have been awarded a FREE mini DIGITAL CAMERA, just reply SNAP to collect your prize! (quizclub Opt out? Stop 80122300p/wk SP:RWM Ph:08704050406)
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Freemsg: 1-month unlimited free calls! Activate SmartCall Txt: CALL to No: 68866. Subscriptn3gbp/wk unlimited calls Help: 08448714184 Stop?txt stop landlineonly
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg: Claim ur 250 SMS messages-Text OK to 84025 now!Use web2mobile 2 ur mates etc. Join Txt250.com for 1.50p/wk. T&C BOX139, LA32WU. 16 . Remove txtX or stop
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg: Fancy a flirt? Reply DATE now & join the UKs fastest growing mobile dating service. Msgs rcvd just 25p to optout txt stop to 83021. Reply DATE now!
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg: Hey - I'm Buffy. 25 and love to satisfy men. Home alone feeling randy. Reply 2 C my PIX! QlynnBV Help08700621170150p a msg Send stop to stop txts
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg:Feelin kinda lnly hope u like 2 keep me company! Jst got a cam moby wanna c my pic?Txt or reply DATE to 82242 Msg150p 2rcv Hlp 08712317606 stop to 82242
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 FreeMsg>FAV XMAS TONES!Reply REAL
##             ham                       0.0000000000
##             spam                      0.0017699115
##                 v2
## sms_raw_train$v1 Friends that u can stay on fb chat with
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Friendship is not a game to play, It is not a word to say, It doesn\\'t start on March and ends on May, It is tomorrow, yesterday, today and e
##             ham                                                                                                                                    0.0005549390
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Friendship poem: Dear O Dear U R Not Near But I Can Hear Dont Get Fear Live With Cheer No More Tear U R Always my Dear. Gud ni8
##             ham                                                                                                                     0.0005549390
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Frnd s not juz a word.....not merely a relationship.....its a silent promise which says ... \\ I will be with YOU \\" Wherevr.. Whenevr.. Forevr... Gudnyt dear.."
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 From 5 to 2 only my work timing.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 FROM 88066 LOST å£12 HELP
##             ham               0.0000000000
##             spam              0.0017699115
##                 v2
## sms_raw_train$v1 From here after The performance award is calculated every two month.not for current one month period..
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 From next month get upto 50% More Calls 4 Ur standard network charge 2 activate Call 9061100010 C Wire3.net 1st4Terms PoBox84 M26 3UZ Cost å£1.50 min MobcudB more
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 From someone not to smoke when every time I've smoked in the last two weeks is because of you calling or texting me that you wanted to smoke
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 From tomorrow onwards eve 6 to 3 work.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 from www.Applausestore.com MonthlySubscription@50p/msg max6/month T&CsC web age16 2stop txt stop
##             ham                                                                                      0.0000000000
##             spam                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Fuck babe ... I miss you already, you know ? Can't you let me send you some money towards your net ? I need you ... I want you ... I crave you ...
##             ham                                                                                                                                        0.0002774695
##             spam                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Fuck babe ... What happened to you ? How come you never came back?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Fuck babe, I miss you sooooo much !! I wish you were here to sleep with me ... My bed is so lonely ... I go now, to sleep ... To dream of you, my love ...
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Fuck cedar key and fuck her (come over anyway tho)
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Funny fact Nobody teaches volcanoes 2 erupt, tsunamis 2 arise, hurricanes 2 sway aroundn no 1 teaches hw 2 choose a wife Natural disasters just happens
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Fwiw the reason I'm only around when it's time to smoke is that because of gas I can only afford to be around when someone tells me to be and that apparently only happens when somebody wants to light up
##             ham                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Fyi I'm gonna call you sporadically starting at like  &lt;#&gt;  bc we are not not doin this shit
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Gam gone after outstanding innings.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Geeee ... I miss you already, you know ? Your all I can think about. Fuck, I can't wait till next year when we will be together ... *loving kiss*
##             ham                                                                                                                                       0.0002774695
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Geeeee ... I love you so much I can barely stand it
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Genius what's up. How your brother. Pls send his number to my skype.
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 GENT! We are trying to contact you. Last weekends draw shows that you won a å£1000 prize GUARANTEED. Call 09064012160. Claim Code K52. Valid 12hrs only. 150ppm
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 GENT! We are trying to contact you. Last weekends draw shows that you won a å£1000 prize GUARANTEED. Call 09064012160. Claim Code K52. Valid 12hrs only. 150ppm 
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Get 3 Lions England tone, reply lionm 4 mono or lionp 4 poly. 4 more go 2 www.ringtones.co.uk, the original n best. Tones 3GBP network operator rates apply
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Get a brand new mobile phone by being an agent of The Mob! Plus loads more goodies! For more info just text MAT to 87021.
##             ham                                                                                                               0.0000000000
##             spam                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Get a FREE mobile video player FREE movie. To collect text GO to 89105. Its free! Extra films can be ordered t's and c's apply. 18 yrs only
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Get down in gandhipuram and walk to cross cut road. Right side &lt;#&gt; street road and turn at first right.
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Get ready for  &lt;#&gt;  inches of pleasure...
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 get ready to moan and scream :)
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Get ready to put on your excellent sub face :)
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Get the official ENGLAND poly ringtone or colour flag on yer mobile for tonights game! Text TONE or FLAG to 84199. Optout txt ENG STOP Box39822 W111WX å£1.50
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Get ur 1st RINGTONE FREE NOW! Reply to this msg with TONE. Gr8 TOP 20 tones to your phone every week just å£1.50 per wk 2 opt out send STOP 08452810071 16
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Gibbs unsold.mike hussey
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Give her something to drink, if she takes it and doesn't vomit then you her temp might drop. If she unmits however let me know.
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Give me a sec to think think about it
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Give one miss from that number please
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Glad it went well :) come over at 11 then we'll have plenty of time before claire goes to work.
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Glad to see your reply.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Go until jurong point, crazy.. Available only in bugis n great world la e buffet... Cine there got amore wat...
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Go where n buy? Juz buy when we get there lar.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 GOD ASKED, \\What is forgiveness?\\" A little child gave lovely reply
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 God bless.get good sleep my dear...i will pray!
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 God picked up a flower and dippeditinaDEW, lovingly touched itwhichturnedinto u, and the he gifted tomeandsaid,THIS FRIEND IS 4U
##             ham                                                                                                                      0.0005549390
##             spam                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Goin to workout lor... Muz lose e fats... 
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Going for dinner.msg you after.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Going on nothing great.bye
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Going thru a very different feeling.wavering decisions and coping up with the same is the same individual.time will heal everything i believe.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Going to take your babe out ?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Good afternon, my love. How are today? I hope your good and maybe have some interviews. I wake and miss you babe. A passionate kiss from across the sea
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon loverboy ! How goes you day ? Any luck come your way? I think of you, sweetie and send my love across the sea to make you smile and happy
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon on this glorious anniversary day, my sweet J !! I hope this finds you happy and content, my Prey. I think of you and send a teasing kiss from across the sea coaxing images of fond souveniers ... You Cougar-Pen
##             ham                                                                                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon sexy buns! How goes the job search ? I wake and you are my first thought as always, my love. I wish your fine and happy and know I adore you!
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon starshine! How's my boytoy? Does he crave me yet? Ache to fuck me ? *sips cappuccino* I miss you babe *teasing kiss*
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon sunshine! How dawns that day ? Are we refreshed and happy to be alive? Do we breathe in the air and smile ? I think of you, my love ... As always
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, babe. How goes that day ? Any job prospects yet ? I miss you, my love ... *sighs* ... :-(
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, my boytoy ... How are you feeling today ? Better I hope? Are you being my good boy? Are you my obedient, slave? Do you please your Queen?
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, my love ! Any job prospects ? Are you missing me ? What do you do ? Are you being lazy and bleak, hmmm ? Or happy and filled with my love ?
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, my love! How goes that day ? I hope maybe you got some leads on a job. I think of you, boytoy and send you a passionate kiss from across the sea
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, my love. How goes your day ? What are you up to ? I woke early and am online waiting for you ... Hmmm ... Italian boy is online I see . *grins*
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Good afternoon, my love. It was good to see your words on YM and get your tm. Very smart move, my slave ... *smiles* ... I drink my coffee and await you.
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Good evening Sir, Al Salam Wahleykkum.sharing a happy news.By the grace of God, i got an offer from Tayseer,TISSCO and i joined.Hope you are fine.Inshah Allah,meet you sometime.Rakhesh,visitor from India.
##             ham                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Good evening Sir, hope you are having a nice day. I wanted to bring it to your notice that I have been late in paying rent for the past few months and have had to pay a $ &lt;#&gt;  charge. I felt it would be inconsiderate of me to nag about something you give at great cost to yourself and that's why i didnt speak up. I however am in a recession and wont be able to pay the charge this month hence my askin well ahead of month's end. Can you please help. Thank you for everything.
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Good evening! How are you?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Good evening! this is roger. How are you?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Good Luck! Draw takes place 28th Feb 06. Good Luck! For removal send STOP to 87239 customer services 08708034412
##             ham                                                                                                      0.0000000000
##             spam                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Good Morning my Dear........... Have a great &amp; successful day.
##             ham                                                        0.0005549390
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Good Morning plz call me sir
##             ham                  0.0008324084
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Good morning pookie pie! Lol hope I didn't wake u up
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Good morning princess! Happy New Year!
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Good morning princess! How are you?
##             ham                         0.0005549390
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Good night my dear.. Sleepwell&amp;Take care
##             ham                                  0.0005549390
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Good night. Am going to sleep.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Good sleep is about rhythm. The person has to establish a rhythm that the body will learn and use. If you want to know more :-)
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Good stuff, will do.
##             ham          0.0002774695
##             spam         0.0000000000
##                 v2
## sms_raw_train$v1 Good words.... But words may leave u in dismay many times.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Good! No, don‰Û÷t need any receipts‰ÛÓwell done! (‰Û_) Yes, please tell . What‰Û÷s her number, i could ring her
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Good. Good job. I like entrepreneurs
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Good. No swimsuit allowed :) Goodmorning sleeping ga.
##             ham                  0.0002774695             0.0002774695
##             spam                 0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning today i am late for  &lt;DECIMAL&gt; min.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning, Today i am late for  &lt;#&gt; min.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning, today i am late for  &lt;DECIMAL&gt; min.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning, today i am late for 1hr.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning, today i am late for 2hrs. Because of back pain.
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Goodmorning,my grandfather expired..so am on leave today.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Goodnight, sleep well da please take care pa. Please.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Goodo! Yes we must speak friday - egg-potato ratio for tortilla needed! 
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Gosh that , what a pain. Spose I better come then.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Got but got 2 colours lor. One colour is quite light n e other is darker lor. Actually i'm done she's styling my hair now.
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Got c... I lazy to type... I forgot Ì_ in lect... I saw a pouch but like not v nice...
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Got fujitsu, ibm, hp, toshiba... Got a lot of model how to say...
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Got it! It looks scrumptious... daddy wants to eat you all night long!
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Got it. Seventeen pounds for seven hundred ml ‰ÛÒ hope ok.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Got it..mail panren paru.. Got meh... When?
##             ham                0.0002774695     0.0002774695
##             spam               0.0000000000     0.0000000000
##                 v2
## sms_raw_train$v1 Got ur mail Dileep.thank you so muchand look forward to lots of support...very less contacts here,remember one venugopal you mentioned.tomorrow if not late,i shall try to come up till there.goodnight dear.
##             ham                                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Got what it takes 2 take part in the WRC Rally in Oz? U can with Lucozade Energy! Text RALLY LE to 61200 (25p), see packs or lucozade.co.uk/wrc & itcould be u!
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Gr8 Poly tones 4 ALL mobs direct 2u rply with POLY TITLE to 8007 eg POLY BREATHE1 Titles: CRAZYIN, SLEEPINGWITH, FINEST, YMCA :getzed.co.uk POBox365O4W45WQ 300p
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Great comedy..cant stop laughing da:)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Great escape. I fancy the bridge but needs her lager. See you tomo 
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Great NEW Offer - DOUBLE Mins & DOUBLE Txt on best Orange tariffs AND get latest camera phones 4 FREE! Call MobileUpd8 free on 08000839402 NOW! or 2stoptxt T&Cs
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0035398230
##                 v2
## sms_raw_train$v1 Great News! Call FREEFONE 08006344447 to claim your guaranteed å£1000 CASH or å£2000 gift. Speak to a live operator NOW!
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 great princess! I love giving and receiving oral. Doggy style is my fave position. How about you? I enjoy making love  &lt;#&gt;  times per night :)
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Great to hear you are settling well. So what's happenin wit ola?
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Great! I have to run now so ttyl!
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Great! I hope you like your man well endowed. I am  &lt;#&gt;  inches...
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Great! I shoot big loads so get ready!
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Great! So what attracts you to the brothas?
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Great. I'm in church now, will holla when i get out
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Great. I was getting worried about you. Just know that a wonderful and caring person like you will have only the best in life. Know that u r wonderful and God's love is yours.
##             ham                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Great. Never been better. Each day gives even more reasons to thank God
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Great. P diddy is my neighbor and comes for toothpaste every morning
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Greetings me, ! Consider yourself excused.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 GSOH? Good with SPAM the ladies?U could b a male gigolo? 2 join the uk's fastest growing mens club reply ONCALL. mjzgroup. 08714342399.2stop reply STOP. msg@å£1.50rcvd
##             ham                                                                                                                                                             0.0000000000
##             spam                                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Gud mrng dear hav a nice day
##             ham                  0.0008324084
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Gud mrng dear have a nice day
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Gudnite....tc...practice going on
##             ham                       0.0005549390
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Guess he wants alone time. We could just show up and watch when they do..
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Guess what! Somebody you know secretly fancies you! Wanna find out who it is? Give us a call on 09065394514 From Landline DATEBox1282EssexCM61XN 150p/min 18
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Guess what! Somebody you know secretly fancies you! Wanna find out who it is? Give us a call on 09065394973 from Landline DATEBox1282EssexCM61XN 150p/min 18
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Guess who am I?This is the first time I created a web page WWW.ASJESUS.COM read all I wrote. I'm waiting for your opinions. I want to be your friend 1/1
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Guess who spent all last night phasing in and out of the fourth dimension
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Guessin you ain't gonna be here before 9?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Gumby's has a special where a  &lt;#&gt; \\ cheese pizza is $2 so I know what we're doin tonight"
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ha ha cool cool chikku chikku:-):-DB-)
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Ha ha ha good joke. Girls are situation seekers.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Ha ha nan yalrigu heltini..Iyo kothi chikku, u shared many things wit me..so far i didn't told any body and even uttered a word abt u.. If ur trusting me so much how can i tell these to others.. Plz nxt time dont use those words to me..ok, chikku:-);-)B-)
##             ham                                                                                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Ha. You don‰Û÷t know either. I did a a clever but simple thing with pears the other day, perfect for christmas.
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Ha... Both of us doing e same thing. But i got tv 2 watch. U can thk of where 2 go tonight or u already haf smth in mind...
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Ha... Then we must walk to everywhere... Cannot take tram. My cousin said can walk to vic market from our hotel 
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Ha... U jus ate honey ar? So sweet...
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hack Chat. Get backdoor entry into 121 chat rooms at a fraction of the cost. Reply NEO69 or call 09050280520, to subscribe 25p pm. DPS, Bcm box 8027 Ldn, wc1n3xx
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Had the money issue weigh me down but thanks to you, I can breathe easier now. I.ll make sure you dont regret it. Thanks.
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Had your mobile 10 mths? Update to latest Orange camera/video phones for FREE. Save å£s with Free texts/weekend calls. Text YES for a callback orno to opt out
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Had your mobile 11 months or more? U R entitled to Update to the latest colour mobiles with camera for Free! Call The Mobile Update Co FREE on 08002986030
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0035398230
##                 v2
## sms_raw_train$v1 Had your mobile 11mths ? Update for FREE to Oranges latest colour camera mobiles & unlimited weekend calls. Call Mobile Upd8 on freefone 08000839402 or 2StopTx
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Haf u eaten? Wat time u wan me 2 come?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Haf u found him? I feel so stupid da v cam was working.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Haha awesome, be there in a minute
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Haha awesome, I've been to 4u a couple times. Who all's coming?
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Haha awesome, omw back now then
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Haha better late than ever, any way I could swing by?
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 haha but no money leh... Later got to go for tuition... Haha and looking for empty slots for driving lessons
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Haha figures, well I found the piece and priscilla's bowl
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Haha get used to driving to usf man, I know a lot of stoners
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Haha good to hear, I'm officially paid and on the market for an 8th
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Haha I heard that, text me when you're around
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Haha i think i did too
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Haha just kidding, papa needs drugs
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Haha mayb u're rite... U know me well. Da feeling of being liked by someone is gd lor. U faster go find one then all gals in our group attached liao.
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Haha okay... Today weekend leh... 
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Haha yeah I see that now, be there in a sec
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Haha, my legs and neck are killing me and my amigos are hoping to end the night with a burn, think I could swing by in like an hour?
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Haha... can... But i'm having dinner with my cousin...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Haha... dont be angry with yourself... Take it as a practice for the real thing. =) 
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Haha... Hope Ì_ can hear the receipt sound... Gd luck!
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Haha... Really oh no... How? Then will they deduct your lesson tmr?
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Haha... Sounds crazy, dunno can tahan anot...
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Haha... They cant what... At the most tmr forfeit... haha so how?
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Haha... Where got so fast lose weight, thk muz go 4 a month den got effect... Gee,later we go aust put bk e weight.
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Haha... Yup hopefully  we will lose a few kg by mon. after hip hop can go orchard and weigh again
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hahaha..use your brain dear
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Hai ana tomarrow am coming on morning.  &lt;DECIMAL&gt;  ill be there in sathy then we ll go to RTO office. Reply me after came to home.
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hai priya are you right. What doctor said pa. Where are you.
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Hanging out with my brother and his family hanks lotsly!
##             ham                                0.0002774695  0.0002774695
##             spam                               0.0000000000  0.0000000000
##                 v2
## sms_raw_train$v1 Happy birthday to you....dear.with lots of love.rakhesh NRI
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Happy birthday... May all ur dreams come true...
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Happy birthday... May u find ur prince charming soon n dun work too hard...
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Happy New year my dear brother. I really do miss you. Just got your number and decided to send you this text wishing you only happiness. Abiola
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 HAPPY NEW YEAR MY NO.1 MAN Happy New Year Princess!
##             ham                0.0002774695             0.0002774695
##             spam               0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 Happy new year to u too! Happy new years melody!
##             ham              0.0002774695            0.0002774695
##             spam             0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Happy or sad , one thing about past is- \\Its no more\\" GOOD MORNING :-):-)."
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hard LIVE 121 chat just 60p/min. Choose your girl and connect LIVE. Call 09094646899 now! Cheap Chat UK's biggest live service. VU BCM1896WC1N3XX
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0035398230
##                 v2
## sms_raw_train$v1 Hasn't that been the pattern recently crap weekends?
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Have a good evening! Ttyl
##             ham               0.0005549390
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Have a good trip. Watch out for . Remember when you get back we must decide about easter.
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Have a great trip to India. And bring the light to everyone not just with the project but with everyone that is lucky to see you smile. Bye. Abiola
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Have a lovely night and when you wake up to see this message, i hope you smile knowing all is as should be. Have a great morning
##             ham                                                                                                                      0.0002774695
##             spam                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Have a nice day my dear.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 have got * few things to do. may be in * pub later.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Have you always been saying welp?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Have you been practising your curtsey?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Have you emigrated or something? Ok maybe 5.30 was a bit hopeful...
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 have you ever had one foot before?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Have you finished work yet? :)
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Have you got Xmas radio times. If not i will get it now
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Have you had a good day? Mine was really busy are you up to much tomorrow night?
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Have you heard about that job? I'm going to that wildlife talk again tonight if u want2come. Its that2worzels and a wizzle or whatever it is?! 
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Have you heard from this week?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Have your lunch and come quickly and open the door:)
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Haven't found a way to get another app for your phone, eh ? Will you go to the net cafe ? Did you take that job? Geeee I need you babe. I crave to see you ...
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Haven't heard anything and he's not answering my texts so I'm guessing he flaked. That said the jb is fantastic
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Haven't seen my facebook, huh? Lol!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Havent mus ask if u can 1st wat. Of meet 4 lunch den u n him meet can already lor. Or u wan 2 go ask da ge 1st then confirm w me asap?
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Havent planning to buy later. I check already lido only got 530 show in e afternoon. U finish work already?
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Havent shopping now lor i juz arrive only
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Havent still waitin as usual... ÌÏ come back sch oredi?
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Having lunch:)you are not in online?why?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 HCL chennai requires FRESHERS for voice process.Excellent english needed.Salary upto  &lt;#&gt; .Call Ms.Suman  &lt;#&gt;  for Telephonic interview -via Indyarocks.com
##             ham                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 He's an adult and would learn from the experience. There's no real danger. I just dont like peeps using drugs they dont need. But no comment
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 He's just gonna worry for nothing. And he won't give you money its no use.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 He's really into skateboarding now despite the fact that he gets thrown off of it and winds up with bandages and shit all over his arms every five minutes
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 He also knows about lunch menu only da. . I know
##             ham                                      0.0005549390
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 He didn't see his shadow. We get an early spring yay
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 He fucking chickened out. He messaged me he would be late and woould buzz me and then I didn't hear a word from him
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 He has lots of used ones babe, but the model doesn't help. Youi have to bring it over and he'll match it up
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 He is a womdarfull actor
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 He is there. You call and meet him
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 He is world famamus....
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 He like not v shock leh. Cos telling shuhui is like telling leona also. Like dat almost all know liao. He got ask me abt ur reaction lor.
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 He needs to stop going to bed and make with the fucking dealing
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 He remains a bro amongst bros
##             ham                   0.0005549390
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 He said that he had a right giggle when he saw u again! You would possibly be the first person2die from NVQ, but think how much you could for! 
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 He says he'll give me a call when his friend's got the money but that he's definitely buying before the end of the week
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 He says hi and to get your ass back to south tampa (preferably at a kegger)
##             ham                                                                 0.0005549390
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 He telling not to tell any one. If so treat for me hi hi hi
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 He will, you guys close? Headin towards busetop
##             ham              0.0002774695           0.0002774695
##             spam             0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Heart is empty without love.. Mind is empty without wisdom.. Eyes r empty without dreams &amp; Life is empty without frnds.. So Alwys Be In Touch. Good night &amp; sweet dreams
##             ham                                                                                                                                                                      0.0005549390
##             spam                                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Heehee that was so funny tho
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Height of \\Oh shit....!!\\" situation: A guy throws a luv letter on a gal but falls on her brothers head whos a gay
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Height of Confidence: All the Aeronautics professors wer calld &amp; they wer askd 2 sit in an aeroplane. Aftr they sat they wer told dat the plane ws made by their students. Dey all hurried out of d plane.. Bt only 1 didnt move... He said:\\if it is made by my students
##             ham                                                                                                                                                                                                                                                                    0.0005549390
##             spam                                                                                                                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Height of recycling: Read twice- People spend time for earning money and the same money is spent for spending time!;-) Good morning.. keep smiling:-)
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello- thanx for taking that call. I got a job! Starts on monday!
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hello baby, did you get back to your mom's ? Are you setting up the computer now ? Filling your belly ? How goes it loverboy ? I miss you already ... *sighs*
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hello beautiful r u ok? I've kinda ad a row wiv and he walked out the pub?? I wanted a night wiv u Miss u 
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hello darlin ive finished college now so txt me when u finish if u can love Kate xxx
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Hello darling how are you today? I would love to have a chat, why dont you tell me what you look like and what you are in to sexy?
##             ham                                                                                                                        0.0000000000
##             spam                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Hello from Orange. For 1 month's free access to games, news and sport, plus 10 free texts and 20 photo messages, reply YES. Terms apply: www.orange.co.uk/ow
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Hello handsome ! Are you finding that job ? Not being lazy ? Working towards getting back that net for mummy ? Where's my boytoy now ? Does he miss me ?
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hello hun how ru? Its here by the way. Im good. Been on 2 dates with that guy i met in walkabout so far. We have to meet up soon. Hows everyone else?
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello lover! How goes that new job? Are you there now? Are you happy? Do you think of me? I wake, my slave and send you a teasing kiss from across the sea
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hello madam how are you ?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Hello my boytoy ... Geeee I miss you already and I just woke up. I wish you were here in bed with me, cuddling me. I love you ...
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hello my little party animal! I just thought I'd buzz you as you were with your friends ...*grins*... Reminding you were loved and send a naughty adoring kiss
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hello which the site to download songs its urgent pls
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello! Good week? Fancy a drink or something later?
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hello! How's you and how did saturday go? I was just texting to see if you'd decided to do anything tomo. Not that i'm trying to invite myself or anything!
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hello! How r u? Im bored. Inever thought id get bored with the tv but I am. Tell me something exciting has happened there? Anything! =/
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Hello! Just got here, st andrews-boy its a long way! Its cold. I will keep you posted
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello, As per request from  &lt;#&gt;  Rs.5 has been transfered to you
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hello, hello, hi lou sorry it took so long 2 reply- I left mobile at friends in Lancaster, just got it bak Neway im sorry I couldnåÕt make ur båÕday 2 hun!
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hello, my boytoy! I made it home and my constant thought is of you, my love. I hope your having a nice visit but I can't wait till you come home to me ...*kiss*
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hello, my love ! How went your day ? Are you alright ? I think of you, my sweet and send a jolt to your heart to remind you ... I LOVE YOU! Can you hear it ? I screamed it across the sea for all the world to hear. Ahmad al Hallaq is loved ! and owned ! *possessive passionate kiss*
##             ham                                                                                                                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hello, my love! How goes that day ? I wish your well and fine babe and hope that you find some job prospects. I miss you, boytoy ... *a teasing kiss*
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello, my love. What are you doing? Did you get to that interview today? Are you you happy? Are you being a good boy? Do you think of me?Are you missing me ?
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hello, yeah i've just got out of the bath and need to do my hair so i'll come up when i'm done, yeah?
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hello. Damn this christmas thing. I think i have decided to keep this mp3 that doesnt work.
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hello. No news on job, they are making me wait a fifth week! Yeah im up for some woozles and weasels... In exeter still, but be home about 3. 
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hello. Sort of out in town already. That . So dont rush home, I am eating nachos. Will let you know eta.
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hello. They are going to the village pub at 8 so either come here or there accordingly. Ok?
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hello. We need some posh birds and chaps to user trial prods for champneys. Can i put you down? I need your address and dob asap. Ta r
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Helloooo... Wake up..! \\Sweet\\" \\"morning\\" \\"welcomes\\" \\"You\\" \\"Enjoy\\" \\"This Day\\" \\"with full of joy\\".. \\"GUD MRNG\\"."
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Here got lots of hair dresser fr china.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 here is my new address -apples&pairs&all that malarky
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Here is your discount code RP176781. To stop further messages reply stop. www.regalportfolio.co.uk. Customer Services 08717205546
##             ham                                                                                                                       0.0000000000
##             spam                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Hey ! I want you ! I crave you ! I miss you ! I need you ! I love you, Ahmad Saeed al Hallaq ...
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hey , is * rite u put åÈ10 evey mnth is that all?
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hey are we going for the lo lesson or gym? 
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Hey are you angry with me. Reply me dr.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Hey babe! I saw you came online for a second and then you disappeared, what happened ?
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hey babe, my friend had to cancel, still up for a visit ?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hey babe, sorry i didn't get sooner. Gary can come and fix it cause he thinks he knows what it is but he doesn't go as far a Ptbo and he says it will cost  &lt;#&gt;  bucks. I don't know if it might be cheaper to find someone there ? We don't have any second hand machines at all right now, let me know what you want to do babe
##             ham                                                                                                                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Hey Boys. Want hot XXX pics sent direct 2 ur phone? Txt PORN to 69855, 24Hrs free and then just 50p per day. To stop text STOPBCM SF WC1N3XX
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Hey check it da. I have listed da.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Hey company elama po mudyadhu.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Hey cutie. How goes it? Here in WALES its kinda ok. There is like hills and shit but i still avent killed myself. 
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hey darlin.. i can pick u up at college if u tell me wen & where 2 mt.. love Pete xx
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Hey doc pls I want to get nice t shirt for my hubby nice fiting ones my budget is  &lt;#&gt; k help pls I will load d card abi hw,keep me posted luv. 2 mj
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hey elaine, is today's meeting still on?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Hey gals.. Anyone of u going down to e driving centre tmr?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 HEY GIRL. HOW R U? HOPE U R WELL ME AN DEL R BAK! AGAIN LONG TIME NO C! GIVE ME A CALL SUM TIME FROM LUCYxx
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hey gorgeous man. My work mobile number is. Have a good one babe. Squishy Mwahs.
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hey hun-onbus goin 2 meet him. He wants 2go out 4a meal but I donyt feel like it cuz have 2 get last bus home!But hes sweet latelyxxx
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hey i'm bored... So i'm thinking of u... So wat r u doing?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hey i've booked the pilates and yoga lesson already... Haha
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hey I am really horny want to chat or see me naked text hot to 69698 text charged at 150pm to unsubscribe text stop 69698
##             ham                                                                                                               0.0000000000
##             spam                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Hey i booked the kb on sat already... what other lessons are we going for ah? Keep your sat night free we need to meet and confirm our lodging 
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hey i will be late ah... Meet you at 945+
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Hey i will be late... i'm at amk. Need to drink tea or coffee
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hey i will be really pretty late... You want to go for the lesson first? I will join you. I'm only reaching tp mrt
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hey leave it. not a big deal:-) take care.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Hey loverboy! I love you !! I had to tell ... I look at your picture and ache to feel you between my legs ... Fuck I want you ... I need you ... I crave you .
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 HEY MATE! HOWS U HONEY?DID U AVE GOOD HOLIDAY? GIMMI DE GOSS!x
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hey morning what you come to ask:-) pa...
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Hey no I ad a crap nite was borin without ya 2 boggy with me u boring biatch! Thanx but u wait til nxt time il ave ya 
##             ham                                                                                                            0.0002774695
##             spam                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hey now am free you can call me.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Hey pple...$700 or $900 for 5 nights...Excellent location wif breakfast hamper!!!
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hey r Ì_ still online? I've finished the formatting...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hey sathya till now we dint meet not even a single time then how can i saw the situation sathya.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hey sexy buns ! Have I told you ? I adore you, loverboy. I hope you remember to thank your sister in law for those meatballs *grins* ... i love you, babe
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hey sexy buns! What of that day? No word from you this morning on YM ... :-( ... I think of you
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hey so this sat are we going for the intro pilates only? Or the kickboxing too? 
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hey sweet, I was wondering when you had a moment if you might come to me ? I want to send a file to someone but it won't go over yahoo for them because their connection sucks, remember when you set up that page for me to go to and download the format disc ? Could you tell me how to do that ? Or do you know some other way to download big files ? Because they can download stuff directly from the internet. Any help would be great, my prey ... *teasing kiss*
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 HEY THERE BABE, HOW U DOIN? WOT U UP 2 2NITE LOVE ANNIE X.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hey there! Glad u r better now. I hear u treated urself to a digi cam, is it good? We r off at 9pm. Have a fab new year, c u in coupla wks!
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hey tmr maybe can meet you at yck
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Hey tmr meet at bugis 930 ?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Hey we can go jazz power yoga hip hop kb and yogasana 
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hey what's up charles sorry about the late reply.
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hey what are you doing. Y no reply pa..
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Hey what happen de. Are you alright.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Hey whats up? U sleeping all morning?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hey you around? I've got enough for a half + the ten I owe you
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hey you can pay. With salary de. Only  &lt;#&gt; .
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hey you gave them your photo when you registered for driving ah? Tmr wanna meet at yck? 
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hey you still want to go for yogasana? Coz if we end at cine then can go bathe and hav the steam bath
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hey you told your name to gautham ah?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hey! There's veggie pizza... :/
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Hey!!! I almost forgot ... Happy B-day babe ! I love ya!!
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hey, can you tell me blake's address? Carlos wanted me to meet him there but I got lost and he's not answering his phone
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hey, I missed you tm of last night as my phone was on the charge ... *smiles* ... I am meeting a friend shortly
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hey. For me there is no leave on friday. Wait i will ask my superior and tell you..
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hey. You got any mail?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Hey.. Something came up last min.. Think i wun be signing up tmr.. Hee
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hey... are you going to quit soon? Xuhui and i working till end of the month 
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hey... Thk we juz go accordin to wat we discussed yest lor, except no kb on sun... Cos there's nt much lesson to go if we attend kb on sat...
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hey... What time is your driving on fri? We go for evaluation on fri?
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hey... Why dont we just go watch x men and have lunch... Haha 
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hey...Great deal...Farm tour 9am to 5pm $95/pax, $50 deposit by 16 May
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hhahhaahahah rofl wtf nig was leonardo in your room or something
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hi' Test on  &lt;#&gt; rd ....
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Hi , where are you? We're at  and they're not keen to go out i kind of am but feel i shouldn't so can we go out tomo, don't mind do you?
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hi :)finally i completed the course:)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hi 07734396839 IBH Customer Loyalty Offer: The NEW NOKIA6600 Mobile from ONLY å£10 at TXTAUCTION!Txt word:START to No:81151 & get Yours Now!4T&
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 HI BABE IM AT HOME NOW WANNA DO SOMETHING? XX
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hi babe its Jordan, how r u? Im home from abroad and lonely, text me back if u wanna chat xxSP visionsms.com Text stop to stopCost 150p 08712400603
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 HI BABE U R MOST LIKELY TO BE IN BED BUT IM SO SORRY ABOUT TONIGHT! I REALLY WANNA SEE U TOMORROW SO CALL ME AT 9. LOVE ME XXX
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 hi baby im cruisin with my girl friend what r u up 2? give me a call in and hour at home if thats alright or fone me on this fone now love jenny xxx
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Hi baby ive just got back from work and i was wanting to see u allday! I hope i didnt piss u off on the phone today. If u are up give me a call xxx
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hi Chachi tried calling u now unable to reach u .. Pl give me a missed cal once u c tiz msg  Kanagu
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hi da:)how is the todays class?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 HI DARLIN HOW WAS WORK DID U GET INTO TROUBLE? IJUST TALKED TO YOUR MUM ALL MORNING! I HAD A REALLY GOOD TIME LAST NIGHT IM GOIN OUT SOON BUT CALL ME IF U CAN
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 HI DARLIN I FINISH AT 3 DO U 1 2 PICK ME UP OR MEET ME? TEXT BACK ON THIS NUMBER LUV KATE XXX
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 HI DARLIN I HOPE YOU HAD A NICE NIGHT I WISH I HAD COME CANT WAIT TO SEE YOU LOVE FRAN PS I WANT DIRTY ANAL SEX AND I WANT A 10 MAN GANG BANG
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 HI DARLIN IM MISSIN U HOPE YOU ARE HAVING A GOOD TIME. WHEN ARE U BACK AND WHAT TIME IF U CAN GIVE ME A CALL AT HOME. JESS XX
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 HI DARLIN IVE JUST GOT BACK AND I HAD A REALLY NICE NIGHT AND THANKS SO MUCH FOR THE LIFT SEE U TOMORROW XXX
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Hi Dear Call me its urgnt. I don't know whats your problem. You don't want to work or if you have any other problem at least tell me. Wating for your reply.
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Hi dear we saw dear. We both are happy. Where you my battery is low
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hi di is yijue we're meeting at 7 pm at esaplanade tonight.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hi dude hw r u da realy mising u today
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Hi frnd, which is best way to avoid missunderstding wit our beloved one's?
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hi happy birthday. Hi hi hi hi hi hi hi
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Hi Harish's rent has been transfred to ur Acnt.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hi here. have birth at on the  to  at 8lb 7oz. Mother and baby doing brilliantly.
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hi hope u get this txt~journey hasnt been gd,now about 50 mins late I think.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 HI HUN! IM NOT COMIN 2NITE-TELL EVERY1 IM SORRY 4 ME, HOPE U AVA GOODTIME!OLI RANG MELNITE IFINK IT MITE B SORTED,BUT IL EXPLAIN EVERYTHIN ON MON.L8RS.x
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hi I'm sue. I am 20 years old and work as a lapdancer. I love sex. Text me live - I'm i my bedroom now. text SUE to 89555. By TextOperator G2 1DA 150ppmsg 18+
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Hi i won't b ard 4 christmas. But do enjoy n merry x'mas.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hi if ur lookin 4 saucy daytime fun wiv busty married woman Am free all next week Chat now 2 sort time 09099726429 JANINExx Callså£1/minMobsmoreLKPOBOX177HP51FL
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Hi im having the most relaxing time ever! we have to get up at 7am every day! was the party good the other night? I get home tomorrow at 5ish.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 HI ITS JESS I DONT KNOW IF YOU ARE AT WORK BUT CALL ME WHEN U CAN IM AT HOME ALL EVE. XXX
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 HI ITS KATE CAN U GIVE ME A RING ASAP XXX
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Hi its Kate how is your evening? I hope i can see you tomorrow for a bit but i have to bloody babyjontet! Txt back if u can. :) xxx
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hi its LUCY Hubby at meetins all day Fri & I will B alone at hotel U fancy cumin over? Pls leave msg 2day 09099726395 Lucy x Callså£1/minMobsmoreLKPOBOX177HP51FL
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Hi Jon, Pete here, Ive bin 2 Spain recently & hav sum dinero left, Bill said u or ur åÔrents mayb interested in it, I hav 12,000pes, so around å£48, tb, James.
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hi juan. Im coming home on fri hey. Of course i expect a welcome party and lots of presents. Ill phone u when i get back. Loads of love nicky x x x x x x x x x
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hi kindly give us back our documents which we submitted for loan from STAPATI
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hi mate its RV did u hav a nice hol just a message 3 say hello coz havenåÕt sent u 1 in ages started driving so stay off roads!RVx
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hi msg me:)i'm in office..
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 hi my darlin im on my way to London and we have just been smashed into by another driver! and have a big dent! im really missing u what have u been up to? xxx
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hi my email address has changed now it is 
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Hi neva worry bout da truth coz the truth will lead me 2 ur heart. ItåÕs the least a unique person like u deserve. Sleep tight or morning
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hi Petey!noiåÕm ok just wanted 2 chat coz avent spoken 2 u 4 a long time-hope ur doin alrite.have good nit at js love ya am.x
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hi Princess! Thank you for the pics. You are very pretty. How are you?
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hi the way I was with u 2day, is the normal way&this is the real me. UR unique&I hope I know u 4 the rest of mylife. Hope u find wot was lost.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hi there, 2nights ur lucky night! Uve been invited 2 XCHAT, the Uks wildest chat! Txt CHAT to 86688 now! 150p/MsgrcvdHG/Suite342/2Lands/Row/W1J6HL LDN 18yrs
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Hi there. We have now moved in2 our pub . Would be great 2 c u if u cud come up.
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hi this is yijue, can i meet u at 11 tmr?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Hi this is yijue... It's regarding the 3230 textbook it's intro to algorithms second edition... I'm selling it for $50...
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hi where you. You in home or calicut?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hi ya babe x u 4goten bout me?' scammers getting smart..Though this is a regular vodafone no, if you respond you get further prem rate msg/subscription. Other nos used also. Beware!
##             ham                                                                                                                                                                           0.0000000000
##             spam                                                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Hi! This is Roger from CL. How are you?
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Hi! You just spoke to MANEESHA V. We'd like to know if you were satisfied with the experience. Reply Toll Free with Yes or No.
##             ham                                                                                                                    0.0008324084
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hi, can i please get a  &lt;#&gt;  dollar loan from you. I.ll pay you back by mid february. Pls.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hi, Mobile no.  &lt;#&gt;  has added you in their contact list on www.fullonsms.com It s a great place to send free sms to people For more visit fullonsms.com
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hi, my love! How goes that day? Fuck, this morning I woke and dropped my cell on the way down the stairs but it seems alright ... *phews* I miss you !
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hi, this is Mandy Sullivan calling from HOTMIX FM...you are chosen to receive å£5000.00 in our Easter Prize draw.....Please telephone 09041940223 to claim before 29/03/05 or your prize will be transferred to someone else....
##             ham                                                                                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Hi, wkend ok but journey terrible. Wk not good as have huge back log of marking to do
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Hi, wlcome back, did wonder if you got eaten by a lion or something, nothing much
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hi. || Do u want | to join me with sts later? || Meeting them at five. || Call u after class.
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hi. Customer Loyalty Offer:The NEW Nokia6650 Mobile from ONLY å£10 at TXTAUCTION! Txt word: START to No: 81151 & get yours Now! 4T&Ctxt TC 150p/MTmsg
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Hi. Happy New Year. I dont mean to intrude but can you pls let me know how much tuition you paid last semester and how much this semester is. Thanks
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Hi. I'm always online on yahoo and would like to chat with you someday
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hi. I'm sorry i missed your call. Can you pls call back.
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hi. Wk been ok - on hols now! Yes on for a bit of a run. Forgot that i have hairdressers appointment at four so need to get home n shower beforehand. Does that cause prob for u?\\"\nham"
##             ham                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Hi:)cts employee how are you? His bday real is in april .
##             ham                   0.0002774695                0.0002774695
##             spam                  0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 His frens go then he in lor. Not alone wif my mum n sis lor.
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Hiya , have u been paying money into my account? If so, thanks. Got a pleasant surprise when i checked my balance -u c, i don't get statements 4 that acc
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 HIYA COMIN 2 BRISTOL 1 ST WEEK IN APRIL. LES GOT OFF + RUDI ON NEW YRS EVE BUT I WAS SNORING.THEY WERE DRUNK! U BAK AT COLLEGE YET? MY WORK SENDS INK 2 BATH.
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Hiya do u like the hlday pics looked horrible in them so took mo out! Hows the camp Amrca thing? Speak soon Serena:)
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Hiya, had a good day? Have you spoken to since the weekend?
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hiya, sorry didn't hav signal. I haven't seen or heard from and neither has, which is unusual in itself! I'll put on the case and get him to sort it out! Hugs and snogs.
##             ham                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Hm good morning, headache anyone? :-)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Hmm .. Bits and pieces lol ... *sighs* ...
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Hmm ill have to think about it... ok you're forgiven! =D
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hmm well, night night 
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 HMM yeah if your not too grooved out! And im looking forward to my pound special :)
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Hmm, too many of them unfortunately... Pics obviously arent hot cakes. Its kinda fun tho
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hmm...Bad news...Hype park plaza $700 studio taken...Only left 2 bedrm-$900...
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hmm...my uncle just informed me that he's paying the school directly. So pls buy food.
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm ... And imagine after you've come home from that having to rub my feet, make me dinner and help me get ready for my date ! Are you sure your ready for that kind of life ?
##             ham                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm ... I thought we said 2 hours slave, not 3 ... You are late ... How should I punish you ?
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm.. Thk sure got time to hop ard... Ya, can go 4 free abt... Muz call u to discuss liao... 
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm... Guess we can go 4 kb n power yoga... Haha, dunno we can tahan power yoga anot... Thk got lo oso, forgot liao...
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm...k...but i want to change the field quickly da:-)i wanna get system administrator or network administrator..
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hmmm:)how many players selected?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 HMV BONUS SPECIAL 500 pounds of genuine HMV vouchers to be won. Just answer 4 easy questions. Play Now! Send HMV to 86688 More info:www.100percent-real.com
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0035398230
##                 v2
## sms_raw_train$v1 Ho ho - big belly laugh! See ya tomo
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Home so we can always chat
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Honestly i've just made a lovely cup of tea and promptly dropped my keys in it and then burnt my fingers getting them out!
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Honey ? Sweetheart ? Darling ? Sexy buns ? Sugar plum ? Loverboy ? I miss you, boytoy ... *smacks your ass* Did you go to the gym too ?
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Honey boo I'm missing u.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Honeybee Said: *I'm d Sweetest in d World* God Laughed &amp; Said: *Wait,U Havnt Met d Person Reading This Msg* MORAL: Even GOD Can Crack Jokes! GM+GN+GE+GN:)
##             ham                                                                                                                                                    0.0005549390
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 hope things went well at 'doctors' ;) reminds me i still need 2go.did u c d little thing i left in the lounge?
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Hope ur head doesn't hurt 2 much ! Am ploughing my way through a pile of ironing ! Staying in with a chinky tonight come round if you like.
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Hope you are feeling great. Pls fill me in. Abiola
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Hope you are having a good week. Just checking in
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Hope you are having a great day.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Hope you are having a great new semester. Do wish you the very best. You are made for greatness.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hope you are not scared!
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Hope you enjoyed your new content. text stop to 61610 to unsubscribe. help:08712400602450p Provided by tones2you.co.uk
##             ham                                                                                                            0.0000000000
##             spam                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Hope youåÕre not having too much fun without me!! see u tomorrow love jess x
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Horrible bf... I now v hungry...
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Horrible gal. Me in sch doing some stuff. How come u got mc?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Horrible u eat macs eat until u forgot abt me already rite... U take so long 2 reply. I thk it's more toot than b4 so b prepared. Now wat shall i eat?
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Host-based IDPS for linux systems.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 HOT LIVE FANTASIES call now 08707500020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national rate call
##             ham                                                                                                                0.0000000000
##             spam                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national rate call
##             ham                                                                                                                0.0000000000
##             spam                                                                                                               0.0035398230
##                 v2
## sms_raw_train$v1 HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870..k
##             ham                                                                                           0.0000000000
##             spam                                                                                          0.0035398230
##                 v2
## sms_raw_train$v1 Hottest pics straight to your phone!! See me getting Wet and Wanting, just for you xx Text PICS to 89555 now! txt costs 150p textoperator g696ga 18 XxX
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 House-Maid is the murderer, coz the man was murdered on  &lt;#&gt; th January.. As public holiday all govt.instituitions are closed,including post office..
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 House-Maid is the murderer, coz the man was murdered on  &lt;#&gt; th January.. As public holiday all govt.instituitions are closed,including post office..understand?
##             ham                                                                                                                                                            0.0005549390
##             spam                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 How's it feel? Mr. Your not my real Valentine just my yo Valentine even tho u hardly play!!
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 How's it going? Got any exciting karaoke type activities planned? I'm debating whether to play football this eve. Feeling lazy though.
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 How's my loverboy doing ? What does he do that keeps him from coming to his Queen, hmmm ? Doesn't he ache to speak to me ? Miss me desparately ?
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 How about getting in touch with folks waiting for company? Just txt back your NAME and AGE to opt in! Enjoy the community (150p/SMS)
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 How abt making some of the pics bigger?
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 How are you doing? Hope you've settled in for the new school year. Just wishin you a gr8 day
##             ham                                                                                  0.0005549390
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 How are you holding up?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 How are you with moneY...as in to you...money aint a thing....how are you sha!
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 How are you, my Love ? Are you with your brother ? Time to talk english with him ? *grins* Say : Hey Muhommad, Penny says hello from across the sea
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 How are you. Its been ages. How's abj
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 How are you. Wish you a great semester
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 how are you? I miss you!
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 How come guoyang go n tell her? Then u told her?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 How come it takes so little time for a child who is afraid of the dark to become a teenager who wants to stay out all night?
##             ham                                                                                                                  0.0000000000
##             spam                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1    How come? How dare you change my ring
##             ham  0.0002774695                0.0002774695
##             spam 0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 How dare you stupid. I wont tell anything to you. Hear after i wont talk to you:-.
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 How did you find out in a way that didn't include all of these details
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 How do you guys go to see movies on your side.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 How i noe... Did Ì_ specify da domain as nusstu... ÌÏ still in sch...
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 How i noe... She's in da car now... Later then c lar... I'm wearing shorts...
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 How is it possible to teach you. And where.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 How is my boy? No sweet words left for me this morning ... *sighs* ... How goes you day, my love ? Did you start your studying?
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 How is your schedule next week? I am out of town this weekend.
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 How long does applebees fucking take
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 How long does it take to get it.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 How long has it been since you screamed, princess?
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 How many licks does it take to get to the center of a tootsie pop?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 How much are we getting? How much did ur hdd casing cost.
##             ham              0.0002774695                     0.0002774695
##             spam             0.0000000000                     0.0000000000
##                 v2
## sms_raw_train$v1 How much i gave to you. Morning.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 How much is blackberry bold2 in nigeria.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 How much it will cost approx . Per month.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 How much r Ì_ willing to pay?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 How much she payed. Suganya.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 How much would it cost to hire a hitman
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 How r Ì_ going to send it to me?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 how tall are you princess?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 How to Make a girl Happy? It's not at all difficult to make girls happy. U only need to be... 1. A friend 2. Companion 3. Lover 4. Chef . . .  &lt;#&gt; . Good listener  &lt;#&gt; . Organizer  &lt;#&gt; . Good boyfriend  &lt;#&gt; . Very clean  &lt;#&gt; . Sympathetic  &lt;#&gt; . Athletic  &lt;#&gt; . Warm . . .  &lt;#&gt; . Courageous  &lt;#&gt; . Determined  &lt;#&gt; . True  &lt;#&gt; . Dependable  &lt;#&gt; . Intelligent . . .  &lt;#&gt; . Psychologist  &lt;#&gt; . Pest exterminator  &lt;#&gt; . Psychiatrist  &lt;#&gt; . Healer . .  &lt;#&gt; . Stylist  &lt;#&gt; . Driver . . Aaniye pudunga venaam..
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 How u doin baby girl ?? hope u are okay every time I call ure phone is off! I miss u get in touch
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 How was txting and driving
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 How will I creep on you now? ;_;
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 How would my ip address test that considering my computer isn't a minecraft server
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 How. Its a little difficult but its a simple way to enter this place
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 How? Izzit still raining? Hows that watch resizing
##             ham               0.0002774695             0.0002774695
##             spam              0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 Hows the champ just leaving glasgow!
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Hows the street where the end of library walk is?
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Howz pain.it will come down today.do as i said ystrday.ice and medicine.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Howz pain?hope u r fine.. Howz that persons story
##             ham               0.0002774695            0.0008324084
##             spam              0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Huh but i cant go 2 ur house empty handed right?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Huh but i got lesson at 4 lei n i was thinkin of going to sch earlier n i tot of parkin at kent vale...  
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Huh i cant thk of more oredi how many pages do we have?
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Huh means computational science... Y they like dat one push here n there...
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Huh so early.. Then Ì_ having dinner outside izzit?
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Huh so fast... Dat means u havent finished painting?
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Huh so late... Fr dinner?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Huh... Hyde park not in mel ah, opps, got confused... Anyway, if tt's e best choice den we juz have to take it...
##             ham                                                                                                       0.0002774695
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Huh? 6 also cannot? Then only how many mistakes?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Hui xin is in da lib.
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 Hungry gay guys feeling hungry and up 4 it, now. Call 08718730555 just 10p/min. To stop texts call 08712460324 (10p/min)
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Hurry home u big butt. Hang up on your last caller if u have to. Food is done and I'm starving. Don't ask what I cooked.
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Hurry home. Soup is DONE!
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Hurry up, I've been weed-deficient for like three days
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Hurt me... Tease me... Make me cry... But in the end of my life when i die plz keep one rose on my grave and say STUPID I MISS U.. HAVE A NICE DAY BSLVYL
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I'd say that's a good sign but, well, you know my track record at reading women
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I'll be at mu in like  &lt;#&gt;  seconds
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 I'll be in sch fr 4-6... I dun haf da book in sch... It's at home...
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I'll be late...
##             ham     0.0002774695
##             spam    0.0000000000
##                 v2
## sms_raw_train$v1 I'll get there at 3, unless you guys want me to come some time sooner
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I'll let you know when it kicks in
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I'll meet you in the lobby
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 I'll probably be around mu a lot
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I'll probably be by tomorrow (or even later tonight if something's going on)
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I'll reach in ard 20 mins ok... I'll see, but prolly yeah
##             ham                     0.0002774695              0.0002774695
##             spam                    0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 I'll talk to the others and probably just come early tomorrow then
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I'll text carlos and let you know, hang on
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I'll text now! All creepy like so he won't think that we forgot
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I'll text you when I drop x off
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 I'm a guy, browsin is compulsory
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I'm aight. Wat's happening on your side.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm also came to room.
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 I'm always looking for an excuse to be in the city.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I'm always on yahoo messenger now. Just send the message to me and i.ll get it you may have to send it in the mobile mode sha but i.ll get it. And will reply.
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I'm an actor. When i work, i work in the evening and sleep late. Since i'm unemployed at the moment, i ALWAYS sleep late. When you're unemployed, every day is saturday.
##             ham                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm at home n ready... I'm at home. Please call
##             ham            0.0002774695             0.0005549390
##             spam           0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 I'm at work. Please call
##             ham              0.0005549390
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 I'm back &amp; we're packing the car now, I'll let you know if there's room
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I'm back, lemme know when you're ready
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm coming home 4 dinner.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 I'm doing da intro covers energy trends n pros n cons... Brief description of nuclear fusion n oso brief history of iter n jet got abt 7 n half pages..
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I'm done oredi... I'm done. C Ì_ there.
##             ham       0.0002774695          0.0002774695
##             spam      0.0000000000          0.0000000000
##                 v2
## sms_raw_train$v1 I'm done. I'm sorry. I hope your next space gives you everything you want. Remember all the furniture is yours. If i'm not around when you move it, just lock all the locks and leave the key with jenne.
##             ham                                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1  I'm done... I'm e person who's doing e sms survey...
##             ham  0.0002774695                             0.0002774695
##             spam 0.0000000000                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm freezing and craving ice. Fml
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I'm going 4 lunch now wif my family then aft dat i go str 2 orchard lor.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm going for bath will msg you next  &lt;#&gt;  min..
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm going out to buy mum's present ar.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm gonna be home soon and i don't want to talk about this stuff anymore tonight, k? I've cried enough today.
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I'm gonna rip out my uterus.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 I'm gonna say no. Sorry. I would but as normal am starting to panic about time. Sorry again! Are you seeing on Tuesday?
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1    I'm home. I'm in a meeting, call me later at
##             ham  0.0002774695                       0.0005549390
##             spam 0.0000000000                       0.0000000000
##                 v2
## sms_raw_train$v1 I'm in a movie. Call me 4 wat?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 I'm in a movie... Collect car oredi...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm in chennai velachery:)
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 I'm in class. Did you get my text.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I'm in class. Will holla later
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 I'm in office now . I will call you  &lt;#&gt;  min:)
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 I'm job profile seems like bpo..
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I'm leaving my house now... I'm meeting Darren...
##             ham                 0.0002774695          0.0002774695
##             spam                0.0000000000          0.0000000000
##                 v2
## sms_raw_train$v1 I'm not coming home 4 dinner.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I'm not coming over, do whatever you want
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 I'm not driving... Raining! Then i'll get caught at e mrt station lor.
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm not smoking while people use \\wylie smokes too much\\" to justify ruining my shit"
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I'm not sure, I was just checking out what was happening around the area
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm not. She lip synced with shangela.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm now but have to wait till 2 for the bus to pick me.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I'm nt goin, got somethin on, unless they meetin 4 dinner lor... Haha, i wonder who will go tis time...
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I'm ok wif it cos i like 2 try new things. But i scared u dun like mah. Cos u said not too loud.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I'm ok. Will do my part tomorrow
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I'm okay. Chasing the dream. What's good. What are you doing next.
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I'm on da bus going home...
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 I'm on my way home. Went to change batt 4 my watch then go shop a bit lor.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I'm outside islands, head towards hard rock and you'll run into me
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I'm putting it on now. It should be ready for  &lt;TIME&gt; 
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I'm reaching home in 5 min.
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 I'm reading the text i just sent you. Its meant to be a joke. So read it in that light
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm really not up to it still tonight babe
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I'm really sorry i won't b able 2 do this friday.hope u can find an alternative.hope yr term's going ok:-)
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I'm serious. You are in the money base
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm sick !! I'm needy !! I want you !! *pouts* *stomps feet* Where are you ?! *pouts* *stomps feet* I want my slave !! I want him now !!
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I'm so in love with you. I'm excited each day i spend with you. You make me so happy.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I'm sorry. I've joined the league of people that dont keep in touch. You mean a great deal to me. You have been a friend at all times even at great personal cost. Do have a great week.|
##             ham                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I'm still looking for a car to buy. And have not gone 4the driving test yet.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I'm there and I can see you, but you can't see me ? Maybe you should reboot ym ? I seen the buzz
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I'm thinking that chennai forgot to come for auction..
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I'm tired of arguing with you about this week after week. Do what you want and from now on, i'll do the same.
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I'm turning off my phone. My moms telling everyone I have cancer. And my sister won't stop calling. It hurts to talk. Can't put up with it. See u when u get home. Love u
##             ham                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I'm used to it. I just hope my agents don't drop me since i've only booked a few things this year. This whole me in boston, them in nyc was an experiment.
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I'm very happy for you babe ! Woo hoo party on dude!
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I'm watching lotr w my sis dis aft. So u wan 2 meet me 4 dinner at nite a not?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I'm working technical support :)voice process.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I'm working technical support :)voice process.networking field.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I've been barred from all B and Q stores for life!?This twat in orange dungerees came up to me and asked if I wanted decking? So I got the first punch in!!
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I've been searching for the right words to thank you for this breather. I promise i wont take your help for granted and will fulfil my promise. You have been wonderful and a blessing at all times.
##             ham                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I've got  &lt;#&gt; , any way I could pick up?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I've got ten bucks, jay is being noncomittal
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 I've not called you in a while. This is hoping it was l8r malaria and that you know that we miss you guys. I miss Bani big, so pls give her my love especially. Have a great day.
##             ham                                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I've not sent it. He can send me.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I've reached home n i bathe liao... U can call me now...
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 I've sent my wife your text. After we buy them she'll tell you what to do. So just relax. We should go get them this wkend.
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I've told him that i've returned it. That should i re order it.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I accidentally deleted the message. Resend please.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 I actually did for the first time in a while. I went to bed not too long after i spoke with you. Woke up at 7. How was your night?
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I agree. So i can stop thinkin about ipad. Can you please ask macho the same question.
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I ain't answerin no phone at what is actually a pretty reasonable hour but I'm sleepy
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I also thk too fast... Xy suggest one not me. U dun wan it's ok. Going 2 rain leh where got gd.
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I always chat with you. In fact i need money can you raise me?
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I am 6 ft. We will be a good combination!
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 I AM AT A PARTY WITH ALEX NICHOLS
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I AM AT THE GAS STATION. GO THERE.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I am back. Bit long cos of accident on a30. Had to divert via wadebridge.I had a brilliant weekend thanks. Speak soon. Lots of love
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I am getting threats from your sales executive Shifad as i raised complaint against him. Its an official message.
##             ham                                                                                                       0.0002774695
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 i am going to bed now prin
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 I am going to film 2day da. At 6pm. Sorry da.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 I am going to sao mu today. Will be done only at 12 
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I am great princess! What are you thinking about me? :)
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I am great! How are you?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 I am hot n horny and willing I live local to you - text a reply to hear strt back from me 150p per msg Netcollex LtdHelpDesk: 02085076972 reply Stop to end
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 I am in a marriage function
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 I am in escape theatre now. . Going to watch KAVALAN in a few minutes
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I am in office:)whats the matter..msg me now.i will call you at break:).
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I am in tirupur da, once you started from office call me.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 I am in tirupur.  call you da. I am in your office na.
##             ham                    0.0002774695            0.0002774695
##             spam                   0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 I am joining today formally.Pls keep praying.will talk later.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I am late,so call you tomorrow morning.take care sweet dreams....u and me...ummifying...bye.
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I am late. I will be there at
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I am literally in bed and have been up for like  &lt;#&gt;  hours
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I am not at all happy with what you saying or doing
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I am not having her number sir
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 I am not sure about night menu. . . I know only about noon menu
##             ham                                                     0.0005549390
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I am on the way to ur home
##             ham                0.0005549390
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 I am real, baby! I want to bring out your inner tigress...
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 i am seeking a lady in the street and a freak in the sheets. Is that you?
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I am sorry it hurt you.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 I am taking half day leave bec i am not well
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 I am taking you for italian food. How about a pretty dress with no panties? :)
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I am thinking of going down to reg for pract lessons.. Flung my advance.. Haha wat time u going?
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I am waiting for your call sir.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 I am waiting machan. Call me once you free.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 I anything lor...
##             ham       0.0002774695
##             spam      0.0000000000
##                 v2
## sms_raw_train$v1 I asked sen to come chennai and search for job.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 I asked you to call him now ok
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 I av a new number,  . Wil u only use this one,ta.
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 I borrow ur bag ok.
##             ham         0.0002774695
##             spam        0.0000000000
##                 v2
## sms_raw_train$v1 I call you later, don't have network. If urgnt, sms me.
##             ham                                             0.0005549390
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I called and said all to him:)then he have to choose this future.
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I called but no one pick up e phone. I ask both of them already they said ok.
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I came hostel. I m going to sleep. Plz call me up before class. Hrishi.
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I can't describe how lucky you are that I'm actually awake by noon
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I can't keep going through this. It was never my intention to run you out, but if you choose to do that rather than keep the room clean so *I* don't have to say no to visitors, then maybe that's the best choice. Yes, I wanted you to be embarassed, so maybe you'd feel for once how I feel when i have a friend who wants to drop buy and i have to say no, as happened this morning. I've tried everything. I don't know what else to do.
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I can't, I don't have her number!
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I can ask around but there's not a lot in terms of mids up here
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I can do that! I want to please you both inside and outside the bedroom...
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I can make lasagna for you... vodka...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I can probably come by, everybody's done around  &lt;#&gt;  right?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I can send you a pic if you like :)
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 I can take you at like noon
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 I canåÕt wait for cornwall. Hope tonight isnåÕt too bad as well but itåÕs rock night shite. Anyway iåÕm going for a kip now have a good night. Speak to you soon.
##             ham                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I cant keep talking to people if am not sure i can pay them if they agree to price. So pls tell me what you want to really buy and how much you are willing to pay
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I cant pick the phone right now. Pls send a message
##             ham                                         0.0024972253
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 i cant talk to you now.i will call when i can.dont keep calling.
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I cant wait to see you! How were the photos were useful? :)
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 I come n pick Ì_ up... Come out immediately aft ur lesson...
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I could ask carlos if we could get more if anybody else can chip in
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I couldn't say no as he is a dying man and I feel sad for him so I will go and I just wanted you to know I would probably be gone late into your night
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I did. One slice and one breadstick. Lol
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 I didn't get the second half of that message
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 I dled 3d its very imp i dnt wnt to tlk wid u
##             ham            0.0002774695           0.0005549390
##             spam           0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 I do know what u mean,  is the king of not havin credit! I'm goin2bed now. Night night sweet! Only1more sleep! 
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I don't have anybody's number, I still haven't thought up a tactful way to ask alex
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I don't know but I'm raping dudes at poker
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I don't know jack shit about anything or i'd say/ask something helpful but if you want you can pretend that I did and just text me whatever in response to the hypotheticalhuagauahahuagahyuhagga
##             ham                                                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I don't know u and u don't know me. Send CHAT to 86688 now and let's find each other! Only 150p/Msg rcvd. HG/Suite342/2Lands/Row/W1J6HL LDN. 18 years or over.
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0053097345
##                 v2
## sms_raw_train$v1 I don't know, same thing that's wrong everyso often, he panicks starts goin on bout not bein good enough ‰Û_
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I don't quite know what to do. I still can't get hold of anyone. I cud pick you up bout 7.30pm and we can see if they're in the pub?
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I don't run away frm u... I walk slowly &amp; it kills me that u don't care enough to stop me...
##             ham                                                                                      0.0005549390
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I don't think he has spatula hands!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 I don't think I can get away for a trek that long with family in town, sorry
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I don know account details..i will ask my mom and send you.my mom is out of reach now.
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I don wake since. I checked that stuff and saw that its true no available spaces. Pls call the embassy or send a mail to them.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I don,t think so. You don't need to be going out that late on a school night. ESPECIALLY when the one class you have is the one you missed last wednesday and probably failed a test in on friday
##             ham                                                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I donno if they are scorable
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 I dont have any of your file in my bag..i was in work when you called me.i 'll tell you if i find anything in my room.
##             ham                                                                                                            0.0005549390
##             spam                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I dont have i shall buy one dear
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I dont have that much image in class.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 I dont know what to do to come out of this so only am ask questions like this dont mistake me.
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I dont knw pa, i just drink milk..
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I dont thnk its a wrong calling between us
##             ham                                0.0008324084
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I dont understand your message.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 I dont want to hear anything
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 I dont want to hear philosophy. Just say what happen
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I dont. Can you send it to me. Plus how's mode.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 I doubt you could handle 5 times per night in any case...
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 I dun believe u. I thk u told him.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I dun thk i'll quit yet... Hmmm, can go jazz ? Yogasana oso can... We can go meet em after our lessons den... 
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I dunno they close oredi not... ÌÏ v ma fan...
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I dunno until when... Lets go learn pilates...
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I emailed yifeng my part oredi.. Can Ì_ get it fr him..
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I enjoy watching and playing football and basketball. Anything outdoors. And you?
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 I feel like a dick because I keep sleeping through your texts and facebook messages. Sup, you in town?
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 i felt so...not any conveying reason.. Ese he... What about me?
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I fetch yun or u fetch?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 I finished my lunch already. U wake up already?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 I get out of class in bsn in like  &lt;#&gt;  minutes, you know where advising is?
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I got a call from a landline number. . . I am asked to come to anna nagar . . . I will go in the afternoon
##             ham                                                                                                0.0005549390
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I got another job! The one at the hospital doing data analysis or something, starts on monday! Not sure when my thesis will got finished
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I got arrested for possession at, I shit you not,  &lt;TIME&gt;  pm
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I got it before the new year cos yetunde said she wanted to surprise you with it but when i didnt see money i returned it mid january before the  &lt;#&gt; day return period ended.
##             ham                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I got like $ &lt;#&gt; , I can get some more later though. Get whatever you feel like
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I got lousy sleep. I kept waking up every 2 hours to see if my cat wanted to come in. I worry about him when its cold :(
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I got to video tape pple type in message lor. U so free wan 2 help me? Hee... Cos i noe u wan 2 watch infernal affairs so ask u along. Asking shuhui oso.
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I got your back! Do you have any dislikes in bed?
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 I gotta collect da car at 6 lei.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I guess that's why you re worried. You must know that there's a way the body repairs itself. And i'm quite sure you shouldn't worry. We'll take it slow. First the tests, they will guide when your ovulation is then just relax. Nothing you've said is a reason to worry but i.ll keep on followin you up.
##             ham                                                                                                                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I guess you could be as good an excuse as any, lol.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I had askd u a question some hours before. Its answer
##             ham                                           0.0008324084
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 I had been hoping i would not have to send you this message. My rent is due and i dont have enough for it. My reserves are completely gone. Its a loan i need and was hoping you could her. The balance is  &lt;#&gt; . Is there a way i could get that from you, till mid march when i hope to pay back.
##             ham                                                                                                                                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I had it already..sabarish asked me to go..
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 I hate when she does this. She turns what should be a fun shopping trip into an annoying day of how everything would look in her house.
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I hav almost reached. Call, i m unable to connect u.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I have 2 docs appointments next week.:/ I'm tired of them shoving stuff up me. Ugh why couldn't I have had a normal body?
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I have 2 sleeping bags, 1 blanket and paper and  phone details. Anything else?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I HAVE A DATE ON SUNDAY WITH WILL!!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 I have a rather prominent bite mark on my right cheek
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 I have a sore throat. It's scratches when I talk
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 I have had two more letters from . I will copy them for you cos one has a message for you. Speak soon
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I have lost 10 kilos as of today! I have many dependents
##             ham                       0.0002774695           0.0002774695
##             spam                      0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 I have no idea where you are
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 I have printed it oh. So  &lt;#&gt;  come upstairs
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 I have to take exam with march 3
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I haven't forgotten you, i might have a couple bucks to send you tomorrow, k? I love ya too
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I havent add Ì_ yet right..  I havent lei.. Next mon can?
##             ham                  0.0002774695                 0.0002774695
##             spam                 0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 I hope you arnt pissed off but id would really like to see you tomorrow. Love me xxxxxxxxxxxxxX
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I hope you know I'm still mad at you.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 I hope you that's the result of being consistently intelligent and kind. Start asking him about practicum links and keep your ears open and all the best. ttyl
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I hope your alright babe? I worry that you might have felt a bit desparate when you learned the job was a fake ? I am here waiting when you come back, my love
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I jokin oni lar.. ÌÏ busy then i wun disturb Ì_.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 I jus hope its true that  missin me cos i'm really missin him! You haven't done anything to feel guilty about, yet.
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I jus reached home. I go bathe first. But my sis using net tell u when she finishes k...
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I just got home babe, are you still awake ?
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 I just lov this line: \\Hurt me with the truth
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I just made some payments so dont have that much. Sorry. Would you want it fedex or the other way.
##             ham                                                                                        0.0002774695
##             spam                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I just saw ron burgundy captaining a party boat so yeah
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I knew it... U slept v late yest? Wake up so late...
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I know a few people I can hit up and fuck to the yes
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I know but you need to get hotel now. I just got my invitation but i had to apologise. Cali is to sweet for me to come to some english bloke's weddin
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I know complain num only..bettr directly go to bsnl offc nd apply for it..
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I know girls always safe and selfish know i got it pa. Thank you. good night.
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I know I'm lacking on most of this particular dramastorm's details but for the most part I'm not worried about that
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I know she called me
##             ham          0.0002774695
##             spam         0.0000000000
##                 v2
## sms_raw_train$v1 I know that my friend already told that.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 I know where the  &lt;#&gt;  is, I'll be there around 5
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I know you are serving. I mean what are you doing now.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I know you are. Can you pls open the back?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I know you mood off today
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 I know! Grumpy old people. My mom was like you better not be lying. Then again I am always the one to play jokes...
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I like to talk pa but am not able to. I dont know y.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 I like to think there's always the possibility of being in a pub later.
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I like you peoples very much:) but am very shy pa.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 I love to cuddle! I want to hold you in my strong arms right now...
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I love to give massages. I use lots of baby oil... What is your fave position?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I love to wine and dine my lady!
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I love u 2 babe! R u sure everything is alrite. Is he being an idiot? Txt bak girlie
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I love u 2 my little pocy bell I am sorry but I love u
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I love working from home :)
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 I love ya too but try and budget your money better babe. Gary would freak on me if he knew
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I love you !!! You know? Can you feel it? Does it make your belly warm? I wish it does, my love ... I shall meet you in your dreams, Ahmad ... *adoring kiss*
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I love you both too :-)
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 I love you. You set my soul on fire. It is not just a spark. But it is a flame. A big rawring flame. XoXo
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I love your ass! Do you enjoy doggy style? :)
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 I luv u soo much u donåÕt understand how special u r 2 me ring u 2morrow luv u xxx
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I meant as an apology from me for texting you to get me drugs at  &lt;#&gt; at night
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I meant middle left or right?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I met you as a stranger and choose you as my friend. As long as the world stands, our friendship never ends. Lets be Friends forever!!! Gud nitz...
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I might come to kerala for 2 days.so you can be prepared to take a leave once i finalise .dont plan any travel during my visit.need to finish urgent works.
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I might go 2 sch. Yar at e salon now v boring.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 I miss you so much I'm so desparate I have recorded the message you left for me the other day and listen to it just to hear the sound of your voice. I love you
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I need to come home and give you some good lovin...
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I need you to be in my strong arms...
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 I need... Coz i never go before 
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I noe la... U wana pei bf oso rite... K lor, other days den...
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I not at home now lei...
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 I not busy juz dun wan 2 go so early.. Hee.. 
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 I not free today i haf 2 pick my parents up tonite...
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 I notice you like looking in the shit mirror youre turning into a right freak
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I only haf msn. It's yijue@hotmail.com
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 I only work from mon to thurs but Sat i cant leh... Booked liao... Which other day u free?
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I place all ur points on e cultures module already.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I plane to give on this month end.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I prefer my free days... Tues, wed, fri oso can... ÌÏ ask those workin lor...
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I probably won't eat at all today. I think I'm gonna pop. How was your weekend? Did u miss me?
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I promise to take good care of you, princess. I have to run now. Please send pics when you get a chance. Ttyl!
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I reach home safe n sound liao...
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I remain unconvinced that this isn't an elaborate test of my willpower
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I see the letter B on my car
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 i see. When we finish we have loads of loans to pay
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I sent lanre fakeye's Eckankar details to the mail box
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I sent my scores to sophas and i had to do secondary application for a few schools. I think if you are thinking of applying, do a research on cost also. Contact joke ogunrinde, her school is one me the less expensive ones
##             ham                                                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I sent you  &lt;#&gt;  bucks
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 I sent you the prices and do you mean the  &lt;#&gt; g,
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 I sent your maga that money yesterday oh.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 I shall book chez jules for half eight, if that's ok with you?
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I surely dont forgot to come:)i will always be in touch in with you:-)
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I tagged MY friends that you seemed to count as YOUR friends.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I take it the post has come then! You must have 1000s of texts now! Happy reading. My one from wiv hello caroline at the end is my favourite. Bless him
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I take it we didn't have the phone callon Friday. Can we assume we won't have it this year now?
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I taught that Ranjith sir called me. So only i sms like that. Becaus hes verifying about project. Prabu told today so only pa dont mistake me..
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I thank you so much for all you do with selflessness. I love you plenty.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I think asking for a gym is the excuse for lazy people. I jog.
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I think chennai well settled?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I think i've fixed it can you send a test message?
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 I think I‰Û÷m waiting for the same bus! Inform me when you get there, if you ever get there.
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I think it's all still in my car
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I think its far more than that but find out. Check google maps for a place from your dorm.
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I think just yourself ‰Û_Thanks and see you tomo
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 I think u have the wrong number.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I think we're going to finn's now, come
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 I think you should go the honesty road. Call the bank tomorrow. Its the tough decisions that make us great people.
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I thk 50 shd be ok he said plus minus 10.. Did Ì_ leave a line in between paragraphs?
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I thk 530 lor. But dunno can get tickets a not. Wat u doing now?
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I thk Ì_ gotta go home by urself. Cos i'll b going out shopping 4 my frens present. 
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I thk u dun haf 2 hint in e forum already lor... Cos i told ron n darren is going 2 tell shuhui.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I though we shd go out n have some fun so bar in town or something ‰ÛÒ sound ok?
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I to am looking forward to all the sex cuddling.. Only two more sleeps 
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I told her I had a Dr appt next week. She thinks I'm gonna die. I told her its just a check. Nothing to be worried about. But she didn't listen.
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 I told that am coming on wednesday.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 I told your number to gautham..
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 I tot it's my group mate... Lucky i havent reply... Wat time do Ì_ need to leave... 
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 I tot u outside cos darren say u come shopping. Of course we nice wat. We jus went sim lim look at mp3 player.
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I tot u reach liao. He said t-shirt.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 I wait 4 Ì_ inside da car park...
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I wake up long ago already... Dunno, what other thing?
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 I walked an hour 2 c u! doesnåÕt that show I care y wont u believe im serious?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I wan but too early lei... Me outside now wun b home so early... Neva mind then...
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I wanna watch that movie
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 I want snow. It's just freezing and windy.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I want to be there so i can kiss you and feel you next to me
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I want to lick your pussy now...
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I want to send something that can sell fast.  &lt;#&gt; k is not easy money.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I want to show you the world, princess :) how about europe?
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 I want to tel u one thing u should not mistake me k THIS IS THE MESSAGE THAT YOU SENT:)
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I wanted to ask Ì_ to wait 4 me to finish lect. Cos my lect finishes in an hour anyway.
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I was about to do it when i texted. I finished a long time ago and showered and er'ything!
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 I was at bugis juz now wat... But now i'm walking home oredi... ÌÏ so late then reply... I oso saw a top dat i like but din buy... Where r Ì_ now? 
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 I was just callin to say hi. Take care bruv!
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 I was slept that time.you there?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 I was up all night too worrying about this appt. It's a shame we missed a girls night out with quizzes popcorn and you doing my hair.
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I was wondering if it would be okay for you to call uncle john and let him know that things are not the same in nigeria as they r here. That  &lt;#&gt;  dollars is 2years sent and that you know its a strain but i plan to pay back every dime he gives. Every dime so for me to expect anything from you is not practical. Something like that.
##             ham                                                                                                                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 I went to project centre
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 I went to ur hon lab but no one is there.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 I wil be there with in  &lt;#&gt;  minutes. Got any space
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 I will be gentle princess! We will make sweet gentle love...
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 I will be outside office take all from there
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 I WILL CAL YOU SIR. In meeting I will come to ur home now
##             ham                    0.0002774695               0.0002774695
##             spam                   0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 I will come tomorrow di
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 I will lick up every drop :) are you ready to use your mouth as well?
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 I will once i get home I will reach before ten morning
##             ham            0.0002774695                    0.0002774695
##             spam           0.0000000000                    0.0000000000
##                 v2
## sms_raw_train$v1 I will reach office around  &lt;DECIMAL&gt; . &amp; my mobile have problem. You cann't get my voice. So call you asa i'll free
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I will reach ur home in  &lt;#&gt;  minutes
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 I will see in half an hour
##             ham                0.0005549390
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 I will send them to your email. Do you mind  &lt;#&gt;  times per night?
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 I will spoil you in bed as well :)
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 I will take care of financial problem.i will help:)
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 I wish that I was with you. Holding you tightly. Making you see how important you are. How much you mean to me ... How much I need you ... In my life ...
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I wish u were here. I feel so alone
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 I wish! I don't think its gonna snow that much. But it will be more than those flurries we usually get that melt before they hit the ground. Eek! We haven't had snow since &lt;#&gt; before I was even born!
##             ham                                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I wnt to buy a BMW car urgently..its vry urgent.but hv a shortage of  &lt;#&gt; Lacs.there is no source to arng dis amt. &lt;#&gt; lacs..thats my prob
##             ham                                                                                                                                            0.0005549390
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 I wonder how you got online, my love ? Had you gone to the net cafe ? Did you get your phone recharged ? Were you on a friends net ? I think of you, boytoy
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 I wonder if you'll get this text?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 I wonder if your phone battery went dead ? I had to tell you, I love you babe
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 I wont get concentration dear you know you are my mind and everything :-)
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 I wont touch you with out your permission.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I wont. So wat's wit the guys
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I would but I'm still cozy. And exhausted from last night.nobody went to school or work. Everything is closed.
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 I.ll always be there, even if its just in spirit. I.ll get a bb soon. Just trying to be sure i need it.
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I.ll get there tomorrow and send it to you
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 I.ll give her once i have it. Plus she said grinule greet you whenever we speak
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 I.ll post her out l8r. In class
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 I‰Û÷ll have a look at the frying pan in case it‰Û÷s cheap or a book perhaps. No that‰Û÷s silly a frying pan isn‰Û÷t likely to be a book
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 I‰Û÷ll leave around four, ok?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 I‰Û÷m going to try for 2 months ha ha only joking
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 I‰Û÷m parked next to a MINI!!!! When are you coming in today do you think?
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 IåÕm cool ta luv but v.tired 2 cause i have been doin loads of planning all wk, we have got our social services inspection at the nursery! Take care & spk sn x.
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Id have to check but there's only like 1 bowls worth left
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Id onluy matters when getting on from offcampus
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 idc get over here, you are not weaseling your way out of this shit twice in a row
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Idea will soon get converted to live:)
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Idk. You keep saying that you're not, but since he moved, we keep butting heads over freedom vs. responsibility. And i'm tired. I have so much other shit to deal with that i'm barely keeping myself together once this gets added to it.
##             ham                                                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 If e timing can, then i go w u lor...
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 If he started searching he will get job in few days.he have great potential and talent.
##             ham                                                                             0.0005549390
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 If I get there before you after your ten billion calls and texts so help me god
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 If i let you do this, i want you in the house by 8am.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 If i not meeting Ì_ all rite then i'll go home lor. If Ì_ dun feel like comin it's ok.
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 If i start sending blackberry torch to nigeria will you find buyer for me?like 4a month. And tell dad not to buy bb from anyone oh.
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 If india win or level series means this is record:)
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 If u dun drive then how i go 2 sch.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 If u laugh really loud.. If u talk spontaneously.. If u dont care what others feel.. U are probably with your dear &amp; best friends.. GOODEVENING Dear..:)
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 If u sending her home first it's ok lor. I'm not ready yet.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 If we hit it off, you can move in with me :)
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 If we win its really no 1 side for long time.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 If you're not in my car in an hour and a half I'm going apeshit
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 If you're thinking of lifting me one then no.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 If you are not coughing then its nothing
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 If you ask her or she say any please message.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 If you don't respond imma assume you're still asleep and imma start calling n shit
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 If you have belive me. Come to my home.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 If You mean the website. Yes.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 If you r @ home then come down within 5 min
##             ham                                 0.0005549390
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 If you still havent collected the dough pls let me know so i can go to the place i sent it to get the control number
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 If you were/are free i can give. Otherwise nalla adi entey nattil kittum
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ collecting ur laptop then going to configure da settings izzit?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ come lt 25 n pass to me lar
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ comin to fetch us oredi... ÌÏ dun need to pick ur gf?
##             ham                   0.0002774695               0.0002774695
##             spam                  0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ dun wan to watch infernal affair?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ eatin later but i'm eatin wif my frens now lei... ÌÏ going home first? 
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ give me some time to walk there.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ got wat to buy tell us then Ì_ no need to come in again.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ log off 4 wat. It's sdryb8i
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ mean it's confirmed... I tot they juz say oni... Ok then... 
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ neva tell me how i noe... I'm not at home in da aft wat... 
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ predict wat time Ì_'ll finish buying?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ say until like dat i dun buy ericsson oso cannot oredi lar...
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ still attending da talks? ÌÏ v ma fan...
##             ham                  0.0002774695   0.0002774695
##             spam                 0.0000000000   0.0000000000
##                 v2
## sms_raw_train$v1 ÌÏ wait 4 me in sch i finish ard 5..
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Ill be there on  &lt;#&gt;  ok.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Ill call u 2mrw at ninish, with my address that icky American freek wont stop callin me 2 bad Jen k eh?
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Ill call you evening ill some ideas.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Im done. Just studyn in library
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 IM FINE BABES AINT BEEN UP 2 MUCH THO! SAW SCARY MOVIE YEST ITS QUITE FUNNY! WANT 2MRW AFTERNOON? AT TOWN OR MALL OR SUMTHIN?xx
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 IM GONNA MISS U SO MUCH
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 IM GONNAMISSU SO MUCH!!I WOULD SAY IL SEND U A POSTCARD BUTTHERES ABOUTAS MUCH CHANCE OF MEREMEMBERIN ASTHERE IS OFSI NOT BREAKIN HIS CONTRACT!! LUV Yaxx
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Im in inperialmusic listening2the weirdest track ever byåÓleafcutter johnåÓ-sounds like insects being molested&someone plumbing,remixed by evil men on acid!
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Im sorry bout last nite it wasnåÕt ur fault it was me, spouse it was pmt or sumthin! U 4give me? I think u shldxxxx
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Imagine Life WITHOUT ME... see.. How fast u are searching me?Don't worry.. l'm always there To disturb U.. Goodnoon..:)
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Imagine you finally get to sink into that bath after I have put you through your paces, maybe even having you eat me for a while before I left ... But also imagine the feel of that cage on your cock surrounded by the bath water, reminding you always who owns you ... Enjoy, my cuck
##             ham                                                                                                                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 In da car park  In e msg jus now. U said thanks for gift.
##             ham     0.0002774695                              0.0002774695
##             spam    0.0000000000                              0.0000000000
##                 v2
## sms_raw_train$v1 In fact when do you leave? I think addie goes back to school tues or wed
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 In life when you face choices Just toss a coin not becoz its settle the question But while the coin in the air U will know what your heart is hoping for. Gudni8
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 In meeting da. I will call you
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 In sch but neva mind u eat 1st lor..
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 In that case I guess I'll see you at campus lodge
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 In the end she might still vomit but its okay. Not everything will come out.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 In The Simpsons Movie released in July 2007 name the band that died at the start of the film? A-Green Day, B-Blue Day, C-Red Day. (Send A, B or C)
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 In which place do you want da.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 In which place i can get rooms cheap:-)
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 In work now. Going have in few min.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 In xam hall boy asked girl Tell me the starting term for dis answer I can den manage on my own After lot of hesitation n lookin around silently she said THE! intha ponnungale ipaditan;)
##             ham                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 India have to take lead:)
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Indians r poor but India is not a poor country. Says one of the swiss bank directors. He says that \\ &lt;#&gt;  lac crore\\" of Indian money is deposited in swiss banks which can be used for 'taxless' budget for  &lt;#&gt;  yrs. Can give  &lt;#&gt;  crore jobs to all Indians. From any village to Delhi 4 lane roads. Forever free power suply to more than  &lt;#&gt;  social projects. Every citizen can get monthly  &lt;#&gt; /- for  &lt;#&gt;  yrs. No need of World Bank &amp; IMF loan. Think how our money is blocked by rich politicians. We have full rights against corrupt politicians. Itna forward karo ki pura INDIA padhe.g.m.\\""
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Infact happy new year. How are you where are you when are we seeing
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 INTERFLORA - åÒIt's not too late to order Interflora flowers for christmas call 0800 505060 to place your order before Midnight tomorrow.
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Is avatar supposed to have subtoitles
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Is fujitsu s series lifebook good?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Is it ok if I stay the night here? Xavier has a sleeping bag and I'm getting tired
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Is it your yahoo boys that bring in the perf? Or legal.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Is she replying. Has boye changed his phone number
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Is that on the telly? No its Brdget Jones!
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Is that seriously how you spell his name?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Is that what time you want me to come?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Is there a reason we've not spoken this year? Anyways have a great week and all the best in your exam
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Is there any movie theatre i can go to and watch unlimited movies and just pay once?
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Is there any training tomorrow?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Is there coming friday is leave for pongal?do you get any news from your work place.
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Is ur lecture over? Is ur paper in e morn or aft tmr?
##             ham         0.0002774695                      0.0002774695
##             spam        0.0000000000                      0.0000000000
##                 v2
## sms_raw_train$v1 Is ur paper today in e morn or aft?
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Is xy going 4 e lunch?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Is xy in ur car when u picking me up?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 is your hamster dead? Hey so tmr i meet you at 1pm orchard mrt? 
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Isn't frnd a necesity in life? imagine urself witout a frnd.. hw'd u feel at ur colleg? wat'll u do wth ur cell? wat abt functions? thnk abt events espe'll cared, missed &amp; irritated u? 4wrd it to all those dear-loving frnds wthout whom u cant live.. I jst did it.. Takecare..:) GOODMORNING
##             ham                                                                                                                                                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 It'll be tough, but I'll do what I have to
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 It's cool, let me know before it kicks off around  &lt;#&gt; , I'll be out and about all day
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 It's fine, imma get a drink or somethin. Want me to come find you?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 It's justbeen overa week since we broke up and already our brains are going to mush!
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 It's not that you make me cry. It's just that when all our stuff happens on top of everything else, it pushes me over the edge. You don't underdtand how often i cry over my sorry, sorry life.
##             ham                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 It's ok i noe u're busy but i'm really too bored so i msg u. I oso dunno wat colour she choose 4 me one.
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 It's ok lar. U sleep early too... Nite...
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 It's ok, at least armand's still around
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 it's really getting me down just hanging around.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 It's that time of the week again, ryan
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 It certainly puts things into perspective when something like this happens
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 It could work, we'll reach a consensus at the next meeting
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 It didnt work again oh. Ok goodnight then. I.ll fix and have it ready by the time you wake up. You are very dearly missed have a good night sleep.
##             ham                                                                                                                                        0.0002774695
##             spam                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 It does it on its own. Most of the time it fixes my spelling. But sometimes it gets a completely diff word. Go figure
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 It doesnt make sense to take it there unless its free. If you need to know more, wikipedia.com
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 It has everything to do with the weather. Keep extra warm. Its a cold but nothing serious. Pls lots of vitamin c
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 It has issues right now. Ill fix for her by tomorrow.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 It just seems like weird timing that the night that all you and g want is for me to come smoke is the same day as when a shitstorm is attributed to me always coming over and making everyone smoke
##             ham                                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 It only does simple arithmetic not percentages.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 It shall be fine. I have avalarr now. Will hollalater
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 It should take about  &lt;#&gt;  min
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 it to 80488. Your 500 free text messages are valid until 31 December 2005.
##             ham                                                                0.0000000000
##             spam                                                               0.0017699115
##                 v2
## sms_raw_train$v1 It took Mr owl 3 licks It vl bcum more difficult..
##             ham            0.0002774695                0.0002774695
##             spam           0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 It will stop on itself. I however suggest she stays with someone that will be able to give ors for every stool.
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 It wont b until 2.15 as trying 2 sort house out, is that ok?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 It,,s a taxt massage....tie-pos argh ok! Lool!
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 It‰Û÷s å£6 to get in, is that ok?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Its  &lt;#&gt; k here oh. Should i send home for sale.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Its a big difference.  &lt;#&gt;  versus  &lt;#&gt;  every  &lt;#&gt; hrs
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Its a great day. Do have yourself a beautiful one.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 ITS A LAPTOP TAKE IT WITH YOU. Its a part of checking IQ
##             ham                    0.0002774695              0.0002774695
##             spam                   0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 Its a site to simulate the test. It just gives you very tough questions to test your readiness.
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Its a valentine game. . . Send dis msg to all ur friends. .. If 5 answers r d same then someone really loves u. Ques- which colour suits me the best?rply me
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Its going good...no problem..but still need little experience to understand american customer voice...
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Its good to hear from you Its good, we'll find a way
##             ham               0.0002774695               0.0002774695
##             spam              0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 Its hard to believe things like this. All can say lie but think twice before saying anything to me.
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Its like that hotel dusk game i think. You solve puzzles in a area thing
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Its normally hot mail. Com you see!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Its not that time of the month nor mid of the time?
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Its not the same here. Still looking for a job. How much do Ta's earn there.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Its ok chikku, and its my 1 of favourite song..:-)
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Its ok my arm is feeling weak cuz i got a shot so we can go another time
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Its ok, called mom instead have fun
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Its ok, if anybody asks abt me, u tel them..:-P
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Its ok., i just askd did u knw tht no?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Its ok..come to my home it vl nice to meet and v can chat..
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Its on in engalnd! But telly has decided it won't let me watch it and mia and elliot were kissing! Damn it!
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Its posible dnt live in  &lt;#&gt; century cm frwd n thnk different
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Its sarcasm.. .nt scarcasim
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 January Male Sale! Hot Gay chat now cheaper, call 08709222922. National rate from 1.5p/min cheap to 7.8p/min peak! To stop texts call 08712460324 (10p/min)
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Japanese Proverb: If one Can do it, U too Can do it, If none Can do it,U must do it Indian version: If one Can do it, LET HIM DO it.. If none Can do it,LEAVE it!! And finally Kerala version: If one can do it, Stop him doing it.. If none can do it, Make a strike against it ...
##             ham                                                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Jay's getting really impatient and belligerent
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Jay is snickering and tells me that x is totally fucking up the chords as we speak
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 jay says he'll put in  &lt;#&gt;
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Jay says that you're a double-faggot
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Jay told me already, will do
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Jesus christ bitch I'm trying to give you drugs answer your fucking phone
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Join the UK's horniest Dogging service and u can have sex 2nite!. Just sign up and follow the instructions. Txt ENTRY to 69888 now! Nyt.EC2A.3LP.msg@150p
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Jokin only lar... :-) depends on which phone my father can get lor...
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Jordan got voted out last nite!
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Jos ask if u wana meet up?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Joy's father is John. Then John is the ____ of Joy's father. If u ans ths you hav  &lt;#&gt;  IQ. Tis s IAS question try to answer.
##             ham                                                                                                                         0.0005549390
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Joy's father is John. Then John is the NAME of Joy's father. Mandan
##             ham                                                         0.0005549390
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Jus ans me lar. U'll noe later.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Jus came back fr lunch wif my sis only. U leh?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Jus chillaxin, what up Jus finish bathing...
##             ham            0.0002774695          0.0002774695
##             spam           0.0000000000          0.0000000000
##                 v2
## sms_raw_train$v1 Jus finish my lunch on my way home lor... I tot u dun wan 2 stay in sch today...
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Jus finished avatar nigro
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Jus telling u dat i'll b leaving 4 shanghai on 21st instead so we'll haf more time 2 meet up cya...
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Just arrived, see you in a couple days &lt;3
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Just buy a pizza. Meat lovers or supreme. U get to pick.
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Just checked out, heading out to drop off my stuff now
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Just checking in on you. Really do miss seeing Jeremiah. Do have a great month
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Just chill for another 6hrs. If you could sleep the pain is not a surgical emergency so see how it unfolds. Okay
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Just curious because my cuz asked what I was up to
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Just do what ever is easier for you
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Just finished eating. Got u a plate. NOT leftovers this time.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Just finished. Missing you plenty
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Just forced myself to eat a slice. I'm really not hungry tho. This sucks. Mark is getting worried. He knows I'm sick when I turn down pizza. Lol
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Just gettin a bit arty with my collages at the mo, well tryin 2 ne way! Got a roast in a min lovely i shall enjoy that!
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Just got some gas money, any chance you and the gang want to go on a grand nature adventure?
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Just got to  &lt;#&gt;
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Just got up. have to be out of the room very soon. ‰Û_. i hadn't put the clocks back til at 8 i shouted at everyone to get up and then realised it was 7. wahay. another hour in bed.
##             ham                                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Just haven't decided where yet eh ?
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Just normal only here :) Just nw i came to hme da..
##             ham              0.0002774695               0.0002774695
##             spam             0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 Just re read it and I have no shame but tell me how he takes it and if he runs I will blame u 4 ever!! Not really 4 ever just a long time 
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Just seeing your missed call my dear brother. Do have a gr8 day.
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Just sent again. Do you scream and moan in bed, princess?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Just sent it. So what type of food do you like?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Just sent you an email ‰ÛÒ to an address with incomm in it, is that right?
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Just sleeping..and surfing
##             ham                0.0005549390
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Just so that you know,yetunde hasn't sent money yet. I just sent her a text not to bother sending. So its over, you dont have to involve yourself in anything. I shouldn't have imposed anything on you in the first place so for that, i apologise.
##             ham                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Just taste fish curry :-P
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Just wait till end of march when el nino gets himself. Oh.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Just wanted to say holy shit you guys weren't kidding about this bud
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Just woke up. Yeesh its late. But I didn't fall asleep til &lt;#&gt; am :/
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Just wondering, the others just took off
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 K actually can you guys meet me at the sunoco on howard? It should be right on the way
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 K come to nordstrom when you're done
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 K da:)how many page you want?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 K do I need a login or anything
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 K fyi x has a ride early tomorrow morning but he's crashing at our place tonight
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 K give me a sec, breaking a  &lt;#&gt;  at cstore
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 K go and sleep well. Take rest:-).
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 K I'll be sure to get up before noon and see what's what
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 K I'll be there before 4. K I'll call you when I'm close
##             ham               0.0002774695                   0.0002774695
##             spam              0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 K I'll take care of it
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 K ill drink.pa then what doing. I need srs model pls send it to my mail id pa.
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 K k :-):-) then watch some films.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 K so am I, how much for an 8th? Fifty?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 K still are you loving me. K tell me anything about you.
##             ham                0.0002774695                  0.0002774695
##             spam               0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 K then 2marrow are you coming to class.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 K, can I pick up another 8th when you're done?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 K, can that happen tonight?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 K, I might come by tonight then if my class lets out early
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 K, if u bored up just come to my home..
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 K, makes sense, btw carlos is being difficult so you guys are gonna smoke while I go pick up the second batch and get gas
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 K, my roommate also wants a dubsack and another friend may also want some so plan on bringing extra, I'll tell you when they know for sure
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 K, text me when you're on the way
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 K, wait chikku..il send aftr  &lt;#&gt; mins
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 K, want us to come by now? K, wat s tht incident?
##             ham                0.0002774695           0.0002774695
##             spam               0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 K, wen ur free come to my home and also tel vikky i hav sent mail to him also.. Better come evening il be free today aftr 6pm..:-)
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 K. Did you call me just now ah?  K. I will sent it again
##             ham                      0.0002774695            0.0002774695
##             spam                     0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 K.. I yan jiu liao... Sat we can go 4 bugis vill one frm 10 to 3 den hop to parco 4 nb. Sun can go cine frm 1030 to 2, den hop to orc mrt 4 hip hop at 4...
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 K... Must book a not huh? so going for yoga basic on sunday?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 K...k...when will you give treat?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 K...k...yesterday i was in cbe .
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 K...k:)why cant you come here and search job:)
##             ham                                    0.0005549390
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 K..give back my thanks. K..i deleted my contact that why?
##             ham             0.0002774695                      0.0002774695
##             spam            0.0000000000                      0.0000000000
##                 v2
## sms_raw_train$v1 K..k...from tomorrow onwards started ah?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 K..k..any special today?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 K..k..i'm also fine:)when will you complete the course?
##             ham                                             0.0005549390
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 K..k:)how about your training process?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 K..k:)how much does it cost?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 K..k:)where are you?how did you performed?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 K..u also dont msg or reply to his msg..
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 K.:)do it at evening da:)urgent:)
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 K.:)you are the only girl waiting in reception ah?
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 K.i did't see you.:)k:)where are you now?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 K.i will send in  &lt;#&gt;  min:)
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 K.k..how is your sister kids? K.k:)advance happy pongal.
##             ham                   0.0002774695               0.0002774695
##             spam                  0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 K.k:)apo k.good movie. K.k:)when are you going?
##             ham            0.0002774695             0.0002774695
##             spam           0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 K.then any other special? K:)all the best:)congrats...
##             ham               0.0002774695                 0.0002774695
##             spam              0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 K:)i will give my kvb acc details:)
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 K:)k..its good:)when are you going?
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 K:)k.are you in college? K:)k:)good:)study well.
##             ham              0.0002774695            0.0002774695
##             spam             0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 K:)k:)what are detail you want to transfer?acc no enough?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Kaiez... Enjoy ur tuition... Gee... Thk e second option sounds beta... I'll go yan jiu den msg u...
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Kallis is ready for bat in 2nd innings
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Kallis wont bat in 2nd innings.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Kate jackson rec center before 7ish, right?
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Kay... Since we are out already 
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Keep my payasam there if rinu brings
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Keep yourself safe for me because I need you and I miss you already and I envy everyone that see's you in real life
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Kent vale lor... ÌÏ wait 4 me there ar?
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Kind of. Took it to garage. Centre part of exhaust needs replacing. Part ordered n taking it to be fixed tomo morning.
##             ham                                                                                                            0.0002774695
##             spam                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Kinda. First one gets in at twelve! Aah. Speak tomo
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Kindly send some one to our flat before  &lt;DECIMAL&gt;  today.
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Knock Knock Txt whose there to 80082 to enter r weekly draw 4 a å£250 gift voucher 4 a store of yr choice. T&Cs www.tkls.com age16 to stoptxtstopå£1.50/week
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Lara said she can loan me  &lt;#&gt; .
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Last chance 2 claim ur å£150 worth of discount vouchers-Text YES to 85023 now!SavaMob-member offers mobile T Cs 08717898035. å£3.00 Sub. 16 . Remove txt X or STOP
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Last Chance! Claim ur å£150 worth of discount vouchers today! Text SHOP to 85023 now! SavaMob, offers mobile! T Cs SavaMob POBOX84, M263UZ. å£3.00 Sub. 16
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0035398230
##                 v2
## sms_raw_train$v1 Later i guess. I needa do mcat study too.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Leave it de:-). Start Prepare for next:-)..
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Leave it wif me lar... ÌÏ wan to carry meh so heavy... Is da num 98321561 familiar to Ì_?
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Leave it. U will always be ignorant.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Leaving to qatar tonite in search of an opportunity.all went fast.pls add me in ur prayers dear.Rakhesh
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Left dessert. U wan me 2 go suntec look 4 u?
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Lemme know when you're here
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Let's pool our money together and buy a bunch of lotto tickets. If we win I get &lt;#&gt; % u get &lt;#&gt; %. Deal?
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Let me know how it changes in the next 6hrs. It can even be appendix but you are out of that age range. However its not impossible. So just chill and let me know in 6hrs
##             ham                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Let me know how to contact you. I've you settled in a room. Lets know you are ok.
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Let me know if you need anything else. Salad or desert or something... How many beers shall i get?
##             ham                                                                                        0.0002774695
##             spam                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Let me know when you've got the money so carlos can make the call
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Let there be snow. Let there be snow. This kind of weather brings ppl together so friendships can grow.
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Let Ur Heart Be Ur Compass Ur Mind Ur Map Ur Soul Ur Guide And U Will Never loose in world....gnun - Sent via WAY2SMS.COM
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 life alle mone,eppolum oru pole allalo
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 LIFE has never been this much fun and great until you came in. You made it truly special for me. I won't forget you! enjoy @ one gbp/sms
##             ham                                                                                                                              0.0000000000
##             spam                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Life is more strict than teacher... Bcoz Teacher teaches lesson &amp; then conducts exam, But Life first conducts Exam &amp; then teaches Lessons. Happy morning. . .
##             ham                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Life spend with someone for a lifetime may be meaningless but a few moments spent with someone who really love you means more than life itself..
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Like a personal sized or what
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Like I made him throw up when we were smoking in our friend's car one time, it was awesome
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Lil fever:) now fine:)
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Living is very simple.. Loving is also simple.. Laughing is too simple.. Winning is tooo simple.. But, being 'SIMPLE' is very difficult.. Gud nte.:-
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Lmao but its so fun...
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Lmao ok I wont be needing u to do my hair anymore.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 LMAO where's your fish memory when I need it?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1  Lmao!nice 1 Lmao. Take a pic and send it to me.
##             ham  0.0002774695                        0.0002774695
##             spam 0.0000000000                        0.0000000000
##                 v2
## sms_raw_train$v1 Loan for any purpose å£500 - å£75,000. Homeowners + Tenants welcome. Have you been previously refused? We can still help. Call Free 0800 1956669 or text back 'help'
##             ham                                                                                                                                                          0.0000000000
##             spam                                                                                                                                                         0.0053097345
##                 v2
## sms_raw_train$v1 Loans for any purpose even if you have Bad Credit! Tenants Welcome. Call NoWorriesLoans.com on 08717111821
##             ham                                                                                                0.0000000000
##             spam                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 LOL ... Have you made plans for new years?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Lol ... I really need to remember to eat when I'm drinking but I do appreciate you keeping me company that night babe *smiles*
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 LOL ... No just was busy
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Lol ... Oh no babe, I wont be sliding into your place after midnight, but thanks for the invite
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Lol alright i was thinkin that too haha
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Lol boo I was hoping for a laugh
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Lol enjoy role playing much?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Lol great now im getting hungry.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Lol grr my mom is taking forever with my prescription. Pharmacy is like 2 minutes away. Ugh.
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Lol I have to take it. member how I said my aunt flow didn't visit for 6 months? It's cause I developed ovarian cysts. Bc is the only way to shrink them.
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Lol I know! Hey someone did a great inpersonation of flea on the forums. I love it!
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Lol I know! They're so dramatic. Schools already closed for tomorrow. Apparently we can't drive in the inch of snow were supposed to get.
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Lol I was gonna last month. I cashed some in but I left &lt;#&gt; just in case. I was collecting more during the week cause they announced it on the blog.
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Lol I would but despite these cramps I like being a girl.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Lol I would but my mom would have a fit and tell the whole family how crazy and terrible I am
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Lol its ok I didn't remember til last nite
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Lol no ouch but wish i'd stayed out a bit longer
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Lol no. U can trust me.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Lol now I'm after that hot air balloon!
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Lol ok ill try to send. Be warned Sprint is dead slow. You'll prolly get it tomorrow
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Lol ok your forgiven :)
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Lol ok. I'll snatch her purse too.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Lol or I could just starve and lose a pound by the end of the day.
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Lol please do. Actually send a pic of yourself right now. I wanna see. Pose with a comb and hair dryer or something.
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Lol that's different. I don't go trying to find every real life photo you ever took.
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 LOL that would be awesome payback.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Lol they don't know about my awesome phone. I could click delete right now if I want.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Lol u still feeling sick?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Lol well don't do it without me. We could have a big sale together.
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 LOL what happens in Vegas stays in vegas
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Lol where do u come up with these ideas?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Lol yeah at this point I guess not
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Lol yep did that yesterday. Already got my fireplace. Now its just another icon sitting there for me.
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Lol yes. Our friendship is hanging on a thread cause u won't buy stuff.
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Lol you forgot it eh ? Yes, I'll bring it in babe
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Lol you won't feel bad when I use her money to take you out to a steak dinner =D
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Lol your always so convincing.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Lol your right. What diet? Everyday I cheat anyway. I'm meant to be a fatty :(
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Lol! Nah wasn't too bad thanks. Its good to b home but its been quite a reality check. Hows ur day been? Did u do anything with website?
##             ham                                                                                                                              0.0002774695
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Lol! U drunkard! Just doing my hair at d moment. Yeah still up 4 tonight. Wats the plan? 
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Lol. Well quality aint bad at all so i aint complaining
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Lolnice. I went from a fish to ..water.?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Long after I quit. I get on only like 5 minutes a day as it is.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Long beach lor. Expected... U having dinner now?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Long time. You remember me today.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 LOOK AT AMY URE A BEAUTIFUL, INTELLIGENT WOMAN AND I LIKE U A LOT. I KNOW U DONåÕT LIKE ME LIKE THAT SO DONåÕT WORRY.
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 LOOK AT THE FUCKIN TIME. WHAT THE FUCK YOU THINK IS UP
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 LookAtMe!: Thanks for your purchase of a video clip from LookAtMe!, you've been charged 35p. Think you can do better? Why not send a video in a MMSto 32323.
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Looks like u wil b getting a headstart im leaving here bout 2.30ish but if u r desperate for my company I could head in earlier-we were goin to meet in rummer.
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Looks like you found something to do other than smoke, great job!
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 LORD OF THE RINGS:RETURN OF THE KING in store NOW!REPLY LOTR by 2 June 4 Chance 2 WIN LOTR soundtrack CDs StdTxtRate. Reply STOP to end txts
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Love isn't a decision, it's a feeling. If we could decide who to love, then, life would be much simpler, but then less magical
##             ham                                                                                                                    0.0005549390
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Love it! Daddy will make you scream with pleasure! I am going to slap your ass with my dick!
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Love it! I want to flood that pretty pussy with cum...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Love it! The girls at the office may wonder why you are smiling but sore...
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Love you aathi..love u lot..
##             ham                  0.0008324084
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Lovely smell on this bus and it ain't tobacco... 
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Lul im gettin some juicy gossip at the hospital. Two nurses are talking about how fat they are gettin. And one thinks shes obese. Oyea.
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Ma head dey swell oh. Thanks for making my day
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Macha dont feel upset.i can assume your mindset.believe me one evening with me and i have some wonderful plans for both of us.LET LIFE BEGIN AGAIN.call me anytime
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Madam,regret disturbance.might receive a reference check from DLF Premarica.kindly be informed.Rgds,Rakhesh,Kerala.
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Mah b, I'll pick it up tomorrow
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 MAKE SURE ALEX KNOWS HIS BIRTHDAY IS OVER IN FIFTEEN MINUTES AS FAR AS YOU'RE CONCERNED
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 make that 3! 4 fucks sake?! x
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Married local women looking for discreet action now! 5 real matches instantly to your phone. Text MATCH to 69969 Msg cost 150p 2 stop txt stop BCMSFWC1N3XX
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 May b approve panalam...but it should have more posts..
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 May i call You later Pls
##             ham              0.0005549390
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Maybe i could get book out tomo then return it immediately ..? Or something.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 MAYBE IF YOU WOKE UP BEFORE FUCKING 3 THIS WOULDN'T BE A PROBLEM.
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Maybe westshore or hyde park village, the place near my house?
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Maybe?! Say hi to  and find out if  got his card. Great escape or wetherspoons? 
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Me also da, i feel yesterday night  wait til 2day night dear.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Me hungry buy some food good lei... But mum n yun dun wan juz buy a little bit... 
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Me i'm not workin. Once i get job... Me n him so funny...
##             ham                          0.0002774695         0.0002774695
##             spam                         0.0000000000         0.0000000000
##                 v2
## sms_raw_train$v1 Me not waking up until 4 in the afternoon, sup
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Me sef dey laugh you. Meanwhile how's my darling anjie!
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Me too baby! I promise to treat you well! I bet you will take good care of me...
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Me too watching surya movie only. . .after 6 pm vijay movie POKKIRI
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Me, i dont know again oh
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Meanwhile in the shit suite: xavier decided to give us  &lt;#&gt;  seconds of warning that samantha was coming over and is playing jay's guitar to impress her or some shit. Also I don't think doug realizes I don't live here anymore
##             ham                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Meet after lunch la...
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 meet you in corporation st outside gap ‰Û_ you can see how my mind is working!
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Meeting u is my work. . . Tel me when shall i do my work tomorrow
##             ham                                                       0.0005549390
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Men like shorter ladies. Gaze up into his eyes.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Merry Christmas to you too babe, i love ya *kisses*
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Message from . I am at Truro Hospital on ext. You can phone me here. as I have a phone by my side
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Message Important information for O2 user. Today is your lucky day! 2 find out why log onto http://www.urawinner.com there is a fantastic surprise awaiting you
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Message:some text missing* Sender:Name Missing* *Number Missing *Sent:Date missing *Missing U a lot thats y everything is missing sent via fullonsms.com
##             ham                                                                                                                                              0.0005549390
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Midnight at the earliest Might ax well im there.
##             ham              0.0002774695            0.0002774695
##             spam             0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Mila, age23, blonde, new in UK. I look sex with UK guys. if u like fun with me. Text MTALK to 69866.18 . 30pp/txt 1st 5free. å£1.50 increments. Help08718728876
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Mind blastin.. No more Tsunamis will occur from now on.. Rajnikant stopped swimming in Indian Ocean..:-D
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Mine here like all fr china then so noisy.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Minimum walk is 3miles a day.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Misplaced your number and was sending texts to your old number. Wondering why i've not heard from you this year. All the best in your mcat. Got this number from my atlanta friends
##             ham                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Miss ya, need ya, want ya, love ya.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Missed your call cause I was yelling at scrappy. Miss u. Can't wait for u to come home. I'm so lonely today.
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Mm feeling sleepy. today itself i shall get that dear
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Mm have some kanji dont eat anything heavy ok
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Mm i am on the way to railway
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Mm i had my food da from out
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Mm not entirely sure i understood that text but hey. Ho. Which weekend?
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Mm so you asked me not to call radio
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Mm that time you dont like fun
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Mm you ask him to come its enough :-)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Mmm so yummy babe ... Nice jolt to the suzy
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Mmm thats better now i got a roast down me! iåÕd b better if i had a few drinks down me 2! Good indian?
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Mmmm ... Fuck ... Not fair ! You know my weaknesses ! *grins* *pushes you to your knee's* *exposes my belly and pulls your head to it* Don't forget ... I know yours too *wicked smile*
##             ham                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Mmmm.... I cant wait to lick it!
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Mmmmm ... I loved waking to your words this morning ! I miss you too, my Love. I hope your day goes well and you are happy. I wait for us to be together again
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Mmmmm ... It was sooooo good to wake to your words this morning, my Love!! Mmmm fuck ... I love you too, my Lion ... *devouring kiss from across the sea*
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Moby Pub Quiz.Win a å£100 High Street prize if u know who the new Duchess of Cornwall will be? Txt her first name to 82277.unsub STOP å£1.50 008704050406 SP
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Moby Pub Quiz.Win a å£100 High Street prize if u know who the new Duchess of Cornwall will be? Txt her first name to 82277.unsub STOP å£1.50 008704050406 SP Arrow
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Moji i love you more than words. Have a rich day
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Moji just informed me that you saved our lives. Thanks.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Mom wants to know where you at
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Mon okie lor... Haha, best is cheap n gd food la, ex oso okie... Depends on whether wana eat western or chinese food... Den which u prefer... 
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 money!!! you r a lucky winner ! 2 claim your prize text money 2 88600 over å£1million to give away ! ppt150x3+normal text rate box403 w1t1jy
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Monthly password for wap. mobsi.com is 391784. Use your wap phone not PC.
##             ham                                                               0.0000000000
##             spam                                                              0.0017699115
##                 v2
## sms_raw_train$v1 MOON has come to color your dreams, STARS to make them musical and my SMS to give you warm and Peaceful Sleep. Good Night
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 More people are dogging in your area now. Call 09090204448 and join like minded guys. Why not arrange 1 yourself. There's 1 this evening. Aå£1.50 minAPN LS278BB
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Morning only i can ok.
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Most of the tiime when i don't let you hug me it's so i don't break into tears.
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Mostly sports type..lyk footbl,crckt..
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Motivate Behind every darkness, there is a shining light waiting for you to find it... Behind every best friend, there is always trust and love... BSLVYL
##             ham                                                                                                                                               0.0002774695
##             spam                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Msg me when rajini comes.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Msgs r not time pass.They silently say that I am thinking of U right now and also making U think of me at least 4 a moment. Gd nt.swt drms @Shesil
##             ham                                                                                                                                        0.0002774695
##             spam                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Multiply the numbers independently and count decimal points then, for the division, push the decimal places like i showed you.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Mum ask Ì_ to buy food home...
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Mum say we wan to go then go... Then she can shun bian watch da glass exhibition... 
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Mum, hope you are having a great day. Hoping this text meets you well and full of life. Have a great day. Abiola
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Mum, i've sent you many many messages since i got here. I just want to know that you are actually getting them. Do enjoy the rest of your day.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Must come later.. I normally bathe him in da afternoon mah..
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 My battery is low babe
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 my ex-wife was not able to have kids. Do you want kids one day?
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 My exam is for february 4. Wish you a great day.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 My friend just got here and says he's upping his order by a few grams (he's got $ &lt;#&gt; ), when can you get here?
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 My friends use to call the same.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 My house here e sky quite dark liao... If raining then got excuse not 2 run already rite... Hee...
##             ham                                                                                        0.0002774695
##             spam                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 My life Means a lot to me, Not because I love my life, But because I love the people in my life, The world calls them friends, I call them my World:-).. Ge:-)..
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 My love ! How come it took you so long to leave for Zaher's? I got your words on ym and was happy to see them but was sad you had left. I miss you
##             ham                                                                                                                                        0.0002774695
##             spam                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 MY NO. IN LUTON 0125698789 RING ME IF UR AROUND! H*
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 My painful personal thought- \\I always try to keep everybody happy all the time. But nobody recognises me when i am alone\\""
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 My Parents, My Kidz, My Friends n My Colleagues. All screaming.. SURPRISE !! and I was waiting on the sofa.. ... ..... ' NAKED...!
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1     My phone
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 My planning usually stops at \\find hella weed
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 My sis is catching e show in e afternoon so i'm not watching w her. So c u wan 2 watch today or tmr lor.
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 My sister cleared two round in birla soft yesterday.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 My sister got placed in birla soft da:-)
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 My sister in law, hope you are having a great month. Just saying hey. Abiola
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 My sort code is  and acc no is . The bank is natwest. Can you reply to confirm i've sent this to the right person!
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 My stomach has been thru so much trauma I swear I just can't eat. I better lose weight.
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 My superior telling that friday is leave for all other department except ours:)so it will be leave for you:)any way call waheed fathima hr and conform it:)
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 My supervisor find 4 me one lor i thk his students. I havent ask her yet. Tell u aft i ask her.
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 My trip was ok but quite tiring lor. Uni starts today but it's ok 4 me cos i'm not taking any modules but jus concentrating on my final yr project.
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 My tuition is at 330. Hm we go for the 1120 to 1205 one? Do you mind?
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 My uncles in Atlanta. Wish you guys a great semester.
##             ham                                           0.0005549390
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Mystery solved! Just opened my email and he's sent me another batch! Isn't he a sweetie
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Nah can't help you there, I've never had an iphone
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Nah dub but je still buff
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Nah I don't think he goes to usf, he lives around here though
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Nah im goin 2 the wrks with j wot bout u?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Nah it's straight, if you can just bring bud or drinks or something that's actually a little more useful than straight cash
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Nah man, my car is meant to be crammed full of people
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Nah, I'm a perpetual DD
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Nah, Wednesday. When should I bring the mini cheetos bag over?
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Nan sonathaya soladha. Why boss?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Nationwide auto centre (or something like that) on Newport road. I liked them there
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 naughty little thought: 'its better to flirt, flirt n flirt, rather than loving someone n gettin hurt, hurt n hurt...:-) Gud nyt
##             ham                                                                                                                      0.0002774695
##             spam                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Near kalainar tv office.thenampet
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Need a coffee run tomo?Can't believe it's that time of week already
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 NEFT Transaction with reference number  &lt;#&gt;  for Rs. &lt;DECIMAL&gt;  has been credited to the beneficiary account on  &lt;#&gt;  at  &lt;TIME&gt; : &lt;#&gt;
##             ham                                                                                                                                                          0.0005549390
##             spam                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Neshanth..tel me who r u?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 network operator. The service is free. For T & C's visit 80488.biz
##             ham                                                        0.0000000000
##             spam                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Networking technical support associate.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Neva mind it's ok..
##             ham         0.0002774695
##             spam        0.0000000000
##                 v2
## sms_raw_train$v1 Never blame a day in ur life. Good days give u happiness. Bad days give u experience. Both are essential in life! All are Gods blessings! good morning.:
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 New car and house for my parents.:)i have only new job in hand:)
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 New TEXTBUDDY Chat 2 horny guys in ur area 4 just 25p Free 2 receive Search postcode or at gaytextbuddy.com. TXT ONE name to 89693
##             ham                                                                                                                        0.0000000000
##             spam                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 New TEXTBUDDY Chat 2 horny guys in ur area 4 just 25p Free 2 receive Search postcode or at gaytextbuddy.com. TXT ONE name to 89693. 08715500022 rpl Stop 2 cnl
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 New Theory: Argument wins d SITUATION, but loses the PERSON. So dont argue with ur friends just.. . . . kick them &amp; say, I'm always correct.!
##             ham                                                                                                                                       0.0005549390
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 New Tones This week include: 1)McFly-All Ab.., 2) Sara Jorge-Shock.. 3) Will Smith-Switch.. To order follow instructions on next message
##             ham                                                                                                                              0.0000000000
##             spam                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Nice line said by a broken heart- Plz don't cum 1 more times infront of me... Other wise once again I ll trust U... Good 9t:)
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Nice talking to you! please dont forget my pix :) i want to see all of you...
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Nice. Wait...should you be texting right now? I'm not gonna pay your ticket, ya know!
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Nice.nice.how is it working?
##             ham                  0.0005549390
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Night has ended for another day, morning has come in a special way. May you smile like the sunny rays and leaves your worries at the blue blue bay.
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Night has ended for another day, morning has come in a special way. May you smile like the sunny rays and leaves your worries at the blue blue bay. Gud mrng
##             ham                                                                                                                                                  0.0005549390
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Night night, see you tomorrow
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Nimbomsons. Yep phone knows that one. Obviously, cos thats a real word
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1      Nite...
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 No * am working on the ringing u thing but have whole houseful of screaming brats so * am pulling my hair out! Loving u
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 No 1 POLYPHONIC tone 4 ur mob every week! Just txt PT2 to 87575. 1st Tone FREE ! so get txtin now and tell ur friends. 150p/tone. 16 reply HL 4info
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 No b4 Thursday
##             ham    0.0002774695
##             spam   0.0000000000
##                 v2
## sms_raw_train$v1 No break time one... How... I come out n get my stuff fr Ì_?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 No calls..messages..missed calls
##             ham                      0.0008324084
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 No chikku nt yet.. Ya i'm free
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 No current and food here. I am alone also
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 No da if you run that it activate the full version da.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 No da. . Vijay going to talk in jaya tv
##             ham                             0.0005549390
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 No da. I am happy that we sit together na
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 No da..today also i forgot..
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 No de. But call me after some time. Ill tell you k
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 No de.am seeing in online shop so that i asked.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 No dear i do have free messages without any recharge. Hi hi hi
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No dice, art class 6 thru 9 :( thanks though. Any idea what time I should come tomorrow?
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 No did you check? I got his detailed message now
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 No drama Pls.i have had enough from you and family while i am struggling in the hot sun in a strange place.No reason why there should be an ego of not going 'IF NOT INVITED' when actually its necessity to go.wait for very serious reppurcussions.
##             ham                                                                                                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No dude, its not fake..my frnds got money, thts y i'm reffering u..if u member wit my mail link, u vl be credited  &lt;#&gt; rs and il be getiing  &lt;#&gt; rs..i can draw my acc wen it is  &lt;#&gt; rs..
##             ham                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 NO GIFTS!! You trying to get me to throw myself off a cliff or something?
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 No got new job at bar in airport on satsgettin 4.47per hour but means no lie in! keep in touch
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No he didn't. Spring is coming early yay!
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 No I'm good for the movie, is it ok if I leave in an hourish?
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 No I'm in the same boat. Still here at my moms. Check me out on yo. I'm half naked.
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 No i'm not gonna be able to. || too late notice. || i'll be home in a few weeks anyway. || what are the plans
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 No i'm not. I can't give you everything you want and need. You actually could do better for yourself on yor own--you've got more money than i do. I can't get work, i can't get a man, i can't pay the rent, i can't even fill my fucking gas tank. yes, i'm stressed and depressed. I didn't even call home for thanksgiving cuz i'll have to tell them i,m up to nothing.
##             ham                                                                                                                                                                                                                                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 No i am not having not any movies in my laptop
##             ham                                    0.0005549390
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 No I don't have cancer. Moms making a big deal out of a regular checkup aka pap smear
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No idea, I guess we'll work that out an hour after we're supposed to leave since as usual nobody has any interest in figuring shit out before the last second
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 No it's waiting in e car dat's bored wat. Cos wait outside got nothing 2 do. At home can do my stuff or watch tv wat.
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No it will reach by 9 only. She telling she will be there. I dont know
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 No just send to you. Bec you in temple na.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 No let me do the math. Your not good at it.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 No management puzzeles.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 No message..no responce..what happend?
##             ham                            0.0008324084
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 No messages on her phone. I'm holding it now
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 No my blankets are sufficient, thx
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 No my mum went 2 dentist. No need for the drug anymore.
##             ham               0.0002774695                  0.0002774695
##             spam              0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 No need lar. Jus testing e phone card. Dunno network not gd i thk. Me waiting 4 my sis 2 finish bathing so i can bathe. Dun disturb u liao u cleaning ur room.
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No need to buy lunch for me.. I eat maggi mee..
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 No need to ke qi... ÌÏ too bored izzit y suddenly thk of this...
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 No need to say anything to me. I know i am an outsider
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 No no. I will check all rooms befor activities
##             ham                                    0.0005549390
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 No no:)this is kallis home ground.amla home town is durban:)
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 No objection. My bf not coming.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 No other Valentines huh? The proof is on your fb page. Ugh I'm so glad I really DIDN'T watch your rupaul show you TOOL!
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 No pic. Please re-send.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 No plm i will come da. On the way.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 No prob. I will send to your email.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 No problem baby. Is this is a good time to talk? I called and left a message.
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 No problem. How are you doing?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 No problem. Talk to you later
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 No problem. We will be spending a lot of quality time together...
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 No probs hon! How u doinat the mo?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 No screaming means shouting..
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 No she didnt. I will search online and let you know.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 No shit, but I wasn't that surprised, so I went and spent the evening with that french guy I met in town here and we fooled around a bit but I didn't let him fuck me
##             ham                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No shoot me. I'm in the docs waiting room. :/
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 No that just means you have a fat head
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 No way I'm going back there!
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 No we put party 7 days a week and study lightly, I think we need to draw in some custom checkboxes so they know we're hardcore
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No we sell it all so we'll have tons if coins. Then sell our coins to someone thru paypal. Voila! Money back in life pockets:)
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No wonder... Cos i dun rem seeing a silver car... But i thk i saw a black one...
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 No worries, hope photo shoot went well. have a spiffing fun at workage. 
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 No you'll just get a headache trying to figure it out. U can trust me to do the math. I promise. O:-)
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No! But we found a diff farm shop to buy some cheese. On way back now, can i call in?
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No, but you told me you were going, before you got drunk!
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 No, I decided that only people who care about stuff vote and caring about stuff is for losers
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 No, its true..k,Do u knw dis no. &lt;#&gt; ?
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 No. 1 Nokia Tone 4 ur mob every week! Just txt NOK to 87021. 1st Tone FREE ! so get txtin now and tell ur friends. 150p/tone. 16 reply HL 4info
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 No. But we'll do medical missions to nigeria
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 No. Did you multimedia message them or e-mail?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 No. I.ll meet you in the library
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 No. Its not specialisation. Can work but its slave labor. Will look for it this month sha cos no shakara 4 beggar.
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 No. On the way home. So if not for the long dry spell the season would have been over
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 No. She's currently in scotland for that.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 No. Thank you. You've been wonderful
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 No. To be nosy I guess. Idk am I over reacting if I'm freaked?
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 No..but heard abt tat..
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 No..few hours before.went to hair cut .
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 No..he joined today itself. No..jst change tat only..
##             ham                 0.0002774695              0.0002774695
##             spam                0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 No:-)i got rumour that you going to buy apartment in chennai:-)
##             ham                                                     0.0005549390
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Nobody can decide where to eat and dad wants Chinese
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Nobody names their penis a girls name this story doesn't add up at all
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Noice. Text me when you're here
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 None of that's happening til you get here though
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Nooooooo I'm gonna be bored to death all day. Cable and internet outage.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Nope but i'll b going 2 sch on fri quite early lor cos mys sis got paper in da morn :-)
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Nope but i'm going home now then go pump petrol lor... Like going 2 rain soon...
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Nope i'm not drivin... I neva develop da photos lei...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Nope i waiting in sch 4 daddy... 
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Nope watching tv at home... Not going out. V bored...
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Nope wif my sis lor... Aft bathing my dog then i can bathe... Looks like it's going 2 rain soon.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Nope. Meanwhile she talk say make i greet you.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Nope... C Ì_ then... Nope... Juz off from work...
##             ham          0.0002774695                 0.0002774695
##             spam         0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 Nope... Think i will go for it on monday... Sorry i replied so late
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Not a drop in the tank
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Not a lot has happened here. Feels very quiet. Beth is at her aunts and charlie is working lots. Just me and helen in at the mo. How have you been? 
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Not from this campus. Are you in the library?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Not getting anywhere with this damn job hunting over here!
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Not heard from U4 a while. Call 4 rude chat private line 01223585334 to cum. Wan 2C pics of me gettin shagged then text PIX to 8552. 2End send STOP 8552 SAM xxx
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0035398230
##                 v2
## sms_raw_train$v1 Not heard from U4 a while. Call me now am here all night with just my knickers on. Make me beg for it like U did last time 01223585236 XX Luv Nikiyu4.net
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Not much, just some textin'. How bout you?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Not planned yet :)going to join company on jan 5 only.don know what will happen after that.
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Not really dude, have no friends i'm afraid :(
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Not sure I have the stomach for it ...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Not sure yet, still trying to get a hold of him
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 not that I know of, most people up here are still out of town
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Not to worry. I'm sure you'll get it.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Not tonight mate. Catching up on some sleep. This is my new number by the way. 
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Not yet chikku..going to room nw, i'm in bus..
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Not yet chikku..k, then wat abt tht guy did he stopped irritating or msging to u..
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Not yet chikku..wat abt u?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Not yet had..ya sapna aunty manege y'day hogidhe..chinnu full weak and swalpa black agidhane..
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Not yet. Just i'd like to keep in touch and it will be the easiest way to do that from barcelona. By the way how ru and how is the house?
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Nothin comes to my mind. ÌÏ help me buy hanger lor. Ur laptop not heavy?
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Nothing but we jus tot u would ask cos u ba gua... But we went mt faber yest... Yest jus went out already mah so today not going out... Jus call lor...
##             ham                                                                                                                                             0.0002774695
##             spam                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Nothing just getting msgs by dis name wit different no's..
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Nothing lor... A bit bored too... Then y dun u go home early 2 sleep today...
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Nothing much, chillin at home. Any super bowl plan?
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Nothing really, just making sure everybody's up to speed
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Nothing spl..wat abt u and whr ru?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Nothing, i got msg frm tht unknown no.. Nothing. Can...
##             ham                             0.0002774695    0.0002774695
##             spam                            0.0000000000    0.0000000000
##                 v2
## sms_raw_train$v1 Nothing. I meant that once the money enters your account here, the bank will remove its flat rate. Someone transfered  &lt;#&gt;  to my account and  &lt;#&gt; dollars got removed. So the banks differ and charges also differ.be sure you trust the 9ja person you are sending account details to cos...
##             ham                                                                                                                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Now am free call me pa.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Now got tv 2 watch meh? U no work today?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Now only i reached home. . . I am very tired now. . I will come tomorro
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Now press conference da:)
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Now thats going to ruin your thesis!
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Now, whats your house # again ? And do you have any beer there ?
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Now? I'm going out 4 dinner soon..
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Nowadays people are notixiquating the laxinorficated opportunity for bambling of entropication.... Have you ever oblisingately opted ur books for the masteriastering amplikater of fidalfication? It is very champlaxigating, i think it is atrocious.. Wotz Ur Opinion???? Junna
##             ham                                                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Nt yet chikku..simple habba..hw abt u?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Nutter. Cutter. Ctter. Cttergg. Cttargg. Ctargg. Ctagg. ie you
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Nvm it's ok...
##             ham    0.0002774695
##             spam   0.0000000000
##                 v2
## sms_raw_train$v1 O i played smash bros  &lt;#&gt;  religiously.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 O shore are you takin the bus
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 o turns out i had stereo love on mi phone under the unknown album.
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 O was not into fps then. O. Guess they both got screwd
##             ham              0.0002774695                  0.0002774695
##             spam             0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 O. Well uv causes mutations. Sunscreen is like essential thesedays
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Of cos can lar i'm not so ba dao ok... 1 pm lor... Y u never ask where we go ah... I said u would ask on fri but he said u will ask today...
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Oh ! A half hour is much longer in Syria than Canada, eh ? Wow you must get SO much more work done in a day than us with all that extra time ! *grins*
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Oh all have to come ah?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Oh and by the way you do have more food in your fridge! Want to go out for a meal tonight? 
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Oh baby of the house. How come you dont have any new pictures on facebook
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Oh dang! I didn't mean o send that to you! Lol!
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Oh fine, I'll be by tonight
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Oh gei. That happend to me in tron. Maybe ill dl it in 3d when its out
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Oh god i am happy to see your message after 3 days
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Oh god. I'm gonna Google nearby cliffs now.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Oh god..taken the teeth?is it paining
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Oh great. I.ll disturb him more so that we can talk.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Oh ho. Is this the first time u use these type of words
##             ham                                             0.0005549390
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Oh Howda gud gud.. Mathe en samachara chikku:-)
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Oh ic. I thought you meant mary jane.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Oh is it! Which brand? Oh is it? Send me the address
##             ham            0.0002774695                  0.0002774695
##             spam           0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 Oh just getting even with u.... u?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Oh k :)why you got job then whats up?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Oh k k:)but he is not a big hitter.anyway good
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Oh k...i'm watching here:)
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Oh k.i think most of wi and nz players unsold.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Oh k.k..where did you take test?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 OH MR SHEFFIELD! You wanna play THAT game, okay. You're the boss and I'm the nanny. You give me a raise and I'll give YOU one!!
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Oh my god! I've found your number again! I'm so glad, text me back xafter this msgs cst std ntwk chg å£1.50
##             ham                                                                                                 0.0000000000
##             spam                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Oh my God. I'm almost home
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Oh oh... Wasted... Den muz chiong on sat n sun liao...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Oh ok i didnt know what you meant. Yep i am baby jontin
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Oh ok no prob..
##             ham     0.0002774695
##             spam    0.0000000000
##                 v2
## sms_raw_train$v1 Oh ok wait 4 me there... My lect havent finish
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1      Oh ok.. Oh ok.. Wat's ur email?
##             ham  0.0002774695            0.0002774695
##             spam 0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Oh really? perform, write a paper, go to a movie AND be home by midnight, huh?
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Oh really?? Did you make it on air? What's your talent?
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Oh right, ok. I'll make sure that i do loads of work during the day!  got a really nasty cough today and is dry n shot so that should really help it!
##             ham                                                                                                                                           0.0002774695
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Oh sorry please its over
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Oh that was a forwarded message. I thought you send that to me
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Oh thats late! Well have a good night and i will give u a call tomorrow. Iam now going to go to sleep night night
##             ham                                                                                                       0.0002774695
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Oh ya ya. I remember da. .
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 oh ya... Got hip hop open. Haha i was thinking can go for jazz then zoom to cine... Actually tonight i'm free leh... And there's a kb lesson tonight
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Oh yeah I forgot. U can only take 2 out shopping at once.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 OH YEAH,AND HAV A GREAT TIME IN NEWQUAY-SEND ME A POSTCARD !1 LOOK AFTER ALL THE GIRLS WHILE IM GONE(U KNOW THE 1IM TALKIN BOUT!)xx
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Oh yes I can speak txt 2 u no! Hmm. Did u get  email?
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Oh, i will get paid. The most outstanding one is for a commercial i did for Hasbro...in AUGUST! They made us jump through so many hoops to get paid. Still not.
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Oh, my love, it's soooo good to hear from you. Omg I missed you so much today. I'm sorry your having problems with the provider but thank you for tming me
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Oh, the grand is having a bit of a party but it doesn't mention any cover charge so it's probably first come first served
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Oh, then your phone phoned me but it disconnected
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Oh, yes, I've just been a little under the weather so i've kind of been coccooning at home
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Oh. U must have taken your REAL Valentine out shopping first.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Oh... I was thkin of goin yogasana at 10 den no nd to go at 3 den can rush to parco 4 nb... Okie lor, u call me when ready...
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Oh... Icic... K lor, den meet other day...
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Oh... Kay... On sat right?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Oh... Lk tt den we take e one tt ends at cine lor... Dun wan yogasana oso can... 
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Oh...i asked for fun. Haha...take care. Ì_
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Oh:)as usual vijay film or its different?
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Oi. Ami parchi na re. Kicchu kaaj korte iccha korche na. Phone ta tul na. Plz. Plz.
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Oic cos me n my sis got no lunch today my dad went out... So dunno whether 2 eat in sch or wat...
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Oic... I saw him too but i tot he din c me... I found a group liao...
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Oic... Then better quickly go bathe n settle down...
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1           Ok
##             ham  0.0005549390
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Ok . . now i am in bus. . If i come soon i will come otherwise tomorrow
##             ham                                                             0.0005549390
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Ok anyway no need to change with what you said
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Ok but knackered. Just came home and went to sleep! Not good at this full time work lark.
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Ok but tell me half an hr b4 u come i need 2 prepare.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Ok c Ì_ then.    Ok can...
##             ham   0.0002774695 0.0002774695
##             spam  0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Ok Chinese food on its way. When I get fat you're paying for my lipo.
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Ok darlin i supose it was ok i just worry too much.i have to do some film stuff my mate and then have to babysit again! But you can call me there.xx
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Ok enjoy . R u there in home.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok give me 5 minutes I think I see her. BTW you're my alibi. You were cutting my hair the whole time.
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Ok going to sleep. Hope i can meet her.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Ok good then i later come find Ì_... C lucky i told Ì_ to go earlier... Later pple take finish Ì_ no more again...
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok how you dear. Did you call chechi
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Ok I'm gonna head up to usf in like fifteen minutes
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 OK i'm waliking ard now... Do u wan me 2 buy anything go ur house?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok i've sent u da latest version of da project.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Ok i am on the way to home hi hi
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Ok i am on the way to railway
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok i found dis pierre cardin one which looks normal costs 20 its on sale.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Ok i go change also... Ok i juz receive..
##             ham            0.0002774695       0.0002774695
##             spam           0.0000000000       0.0000000000
##                 v2
## sms_raw_train$v1 Ok i msg u b4 i leave my house. Ok i shall talk to him
##             ham                     0.0002774695           0.0002774695
##             spam                    0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Ok i will tell her to stay out. Yeah its been tough but we are optimistic things will improve this month.
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Ok i wont call or disturb any one. I know all are avoiding me. I am a burden for all
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Ok ill send you with in  &lt;DECIMAL&gt;  ok.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok ill tell the company
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Ok im not sure what time i finish tomorrow but i wanna spend the evening with you cos that would be vewy vewy lubly! Love me xxx
##             ham                                                                                                                      0.0002774695
##             spam                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Ok lar i double check wif da hair dresser already he said wun cut v short. He said will cut until i look nice.
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Ok lar... Joking wif u oni...
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor but not too early. Me still having project meeting now.
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor thanx... ÌÏ in school? Ok lor wat time Ì_ finish?
##             ham                   0.0002774695               0.0002774695
##             spam                  0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1      Ok lor.
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor. Anyway i thk we cant get tickets now cos like quite late already. U wan 2 go look 4 ur frens a not? Darren is wif them now...
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor. I'm in town now lei.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor. I ned 2 go toa payoh 4 a while 2 return smth u wan 2 send me there or wat?
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor. Msg me b4 u call.    Ok lor...
##             ham               0.0002774695 0.0008324084
##             spam              0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Ok lor... But buy wat? Ok no prob. Take ur time.
##             ham            0.0002774695              0.0002774695
##             spam           0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 Ok no prob... I'll come after lunch then...
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Ok not a problem will get them a taxi. C ing  tomorrow and tuesday. On tuesday think we r all going to the cinema. 
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Ok ok take care. I can understand.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok omw now, you at castor? Ok pa. Nothing problem:-)
##             ham                0.0002774695              0.0002774695
##             spam               0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1  Ok thanx... Ok thanx... Take care then...
##             ham  0.0005549390                  0.0002774695
##             spam 0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok that's great thanx a lot.
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Ok that would b lovely, if u r sure. Think about wot u want to do, drinkin, dancin, eatin, cinema, in, out, about... Up to u! Wot about ? 
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Ok then i'll let him noe later n ask him call u tmr...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Ok then i come n pick u at engin?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Ok then i will come to ur home after half an hour
##             ham                                       0.0005549390
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ok then no need to tell me anything i am going to sleep good night
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok try to do week end course in coimbatore.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Ok, be careful ! Don't text and drive !          Ok.
##             ham                             0.0002774695 0.0011098779
##             spam                            0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Ok. But i finish at 6. Ok. C u then.
##             ham            0.0002774695  0.0002774695
##             spam           0.0000000000  0.0000000000
##                 v2
## sms_raw_train$v1 Ok. Can be later showing around 8-8:30 if you want + cld have drink before. Wld prefer not to spend money on nosh if you don't mind, as doing that nxt wk.
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Ok. Every night take a warm bath drink a cup of milk and you'll see a work of magic. You still need to loose weight. Just so that you know
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Ok. How many should i buy.
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 ok. I am a gentleman and will treat you with dignity and respect.
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ok. I asked for money how far
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok. I only ask abt e movie. U wan ktv oso?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Ok. I.ll do you right later. Ok. Me watching tv too.
##             ham                  0.0002774695            0.0002774695
##             spam                 0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Ok. No wahala. Just remember that a friend in need ...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Ok. Not much to do here though. H&M Friday, cant wait. Dunno wot the hell im gonna do for another 3 weeks! Become a slob- oh wait, already done that! 
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Ok. Not sure what time tho as not sure if can get to library before class. Will try. See you at some point! Have good eve.
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Ok. She'll be ok. I guess Ok. So april. Cant wait
##             ham               0.0002774695            0.0002774695
##             spam              0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Ok. There may be a free gym about.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok. Very good. Its all about making that money.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1         Ok.. Ok.. ÌÏ finishing soon?        Ok...
##             ham  0.0002774695            0.0002774695 0.0024972253
##             spam 0.0000000000            0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Ok... But bag again.. Ok... C ya...
##             ham           0.0002774695  0.0002774695
##             spam          0.0000000000  0.0000000000
##                 v2
## sms_raw_train$v1 Ok... Help me ask if she's working tmr a not?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Ok... I din get ur msg...
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Ok... Thanx... Gd nite 2 Ì_ too...
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok... The theory test? when are Ì_ going to book? I think it's on 21 may. Coz thought wanna go out with jiayin. But she isnt free
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ok... U enjoy ur shows... Ok... Ur typical reply...
##             ham               0.0002774695              0.0002774695
##             spam              0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 ok....take care.umma to you too...
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Ok.ok ok..then..whats ur todays plan
##             ham                          0.0005549390
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Okay but i thought you were the expert
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Okay lor... Wah... like that def they wont let us go... Haha... What did they say in the terms and conditions?
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Okay lor... Will they still let us go a not ah? Coz they will not know until later. We drop our cards into the box right?
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Okay name ur price as long as its legal! Wen can I pick them up? Y u ave x ams xx
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Okay same with me. Well thanks for the clarification
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Okay. I've seen it. So i should pick it on friday?
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Okay. No no, just shining on. That was meant to be signing, but that sounds better.
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Okay... I booked all already... Including the one at bugis.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Okay... We wait ah
##             ham        0.0002774695
##             spam       0.0000000000
##                 v2
## sms_raw_train$v1 Okey doke. I'm at home, but not dressed cos laying around ill! Speak to you later bout times and stuff. 
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1         Okie
##             ham  0.0008324084
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Okie but i scared u say i fat... Then u dun wan me already...
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Okie Ì_ wan meet at bishan? Cos me at bishan now. I'm not driving today.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Okie.. Thanx..      Okie... Okie... Thanx...
##             ham    0.0002774695 0.0005549390     0.0002774695
##             spam   0.0000000000 0.0000000000     0.0000000000
##                 v2
## sms_raw_train$v1 Okies... I'll go yan jiu too... We can skip ard oso, go cine den go mrt one, blah blah blah... 
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 okmail: Dear Dave this is your final notice to collect your 4* Tenerife Holiday or #5000 CASH award! Call 09061743806 from landline. TCs SAE Box326 CW25WX 150ppm
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Ola would get back to you maybe not today but I ve told him you can be his direct link in the US in getting cars he bids for online, you arrange shipping and you get a cut. Or U????? For a partnership where U????? Invest money for shipping and he takes care of the rest!U??Wud b self reliant soon dnt worry
##             ham                                                                                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Old Orchard near univ. How about you?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Olol i printed out a forum post by a guy with the exact same  prob which was fixed with a gpu replacement. Hopefully they dont ignore that.
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Omg I want to scream. I weighed myself and I lost more weight! Woohoo!
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Omg it could snow here tonite!
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Omw back to tampa from west palm, you hear what happened?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 on hen night. Going with a swing
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 On ma way to school. Can you pls send me ashley's number
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 On the road so cant txt On the way to office da..
##             ham             0.0002774695              0.0002774695
##             spam            0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 Once a fishrman woke early in d mrng. It was very dark. He waited a while &amp; found a sack ful of stones. He strtd throwin thm in2 d sea 2 pass time. Atlast he had jus 1stone, sun rose up &amp; he found out tht those r nt stones, those were diamonds. Moral:\\Dont wake up early in d mrng'' GOOD night"
##             ham                                                                                                                                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Once free call me sir. I am waiting for you.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 One day a crab was running on the sea shore..The waves came n cleared the footprints of the crab.. Crab asked: being my frnd y r u clearing my beautiful footprints? Waves replied: A fox was following ur footprints to catch you! thats y i cleared it off:) frndsship never lets u dwn :-) GUD nyt..
##             ham                                                                                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 One of best dialogue in cute reltnship..!! \\Wen i Die
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 One of the joys in lifeis waking up each daywith thoughts that somewhereSomeone cares enough tosend a warm morning greeting.. -
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 One small prestige problem now.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Only 2% students solved this CAT question in 'xam... 5+3+2= &lt;#&gt;  9+2+4= &lt;#&gt;  8+6+3= &lt;#&gt;  then 7+2+5=????? Tell me the answer if u r brilliant...1thing.i got d answr.
##             ham                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Only if you promise your getting out as SOON as you can. And you'll text me in the morning to let me know you made it in ok.
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Only once then after ill obey all yours.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Onum ela pa. Normal than.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Ooh, 4got, i'm gonna start belly dancing in moseley weds 6.30 if u want 2 join me, they have a cafe too. 
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Oooh bed ridden ey? What are YOU thinking of?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Oooh I got plenty of those!
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Oops - am at my mum's in somerset... Bit far! Back tomo, see you soon x
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Oops my phone died and I didn't even know. Yeah I like it better.
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Oops sorry. Just to check that you don't mind picking me up tomo at half eight from station. Would that be ok?
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Oops, I'll let you know when my roommate's done
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Oops. 4 got that bit.
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 Open rebtel with firefox. When it loads just put plus sign in the user name place, and it will show you two numbers. The lower number is my number. Once you pick that number the pin will display okay!
##             ham                                                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Or better still can you catch her and let ask her if she can sell  &lt;#&gt;  for me.
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Or Ì_ go buy wif him then i meet Ì_ later can?
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Or ill be a little closer like at the bus stop on the same street
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Or maybe my fat fingers just press all these buttons and it doesn't know what to do.
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Or remind me in a few hrs.
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Orange brings you ringtones from all time Chart Heroes, with a free hit each week! Go to Ringtones & Pics on wap. To stop receiving these tips reply STOP.
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Orange customer, you may now claim your FREE CAMERA PHONE upgrade for your loyalty. Call now on 0207 153 9996. Offer ends 14thMarch. T&C's apply. Opt-out availa
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Otherwise had part time job na-tuition..
##             ham                              0.0005549390
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Our brand new mobile music service is now live. The free music player will arrive shortly. Just install on your phone to browse content from the top artists.
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 our mobile number has won å£5000, to claim calls us back or ring the claims hot line on 09050005321.
##             ham                                                                                          0.0000000000
##             spam                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Our Prashanthettan's mother passed away last night. pray for her and family.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Our ride equally uneventful - not too many of those pesky cyclists around at that time of night ;).
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Package all your programs well
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Painful words- \\I thought being Happy was the most toughest thing on Earth... But
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Panasonic & BluetoothHdset FREE. Nokia FREE. Motorola FREE & DoubleMins & DoubleTxt on Orange contract. Call MobileUpd8 on 08000839402 or call 2optout
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Pandy joined 4w technologies today.he got job..
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Pansy! You've been living in a jungle for two years! Its my driving you should be more worried about!
##             ham                                                                                           0.0002774695
##             spam                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Pass dis to all ur contacts n see wat u get! Red;i'm in luv wid u. Blue;u put a smile on my face. Purple;u r realy hot. Pink;u r so swt. Orange;i thnk i lyk u. Green;i realy wana go out wid u. Yelow;i wnt u bck. Black;i'm jealous of u. Brown;i miss you Nw plz giv me one color
##             ham                                                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Pathaya enketa maraikara pa'
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 pdate_Now - Double mins and 1000 txts on Orange tariffs. Latest Motorola, SonyEricsson & Nokia & Bluetooth FREE! Call MobileUpd8 on 08000839402 or call2optout/!YHL
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Pete,is this your phone still? Its Jenny from college and Leanne.what are you up to now?:)
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 PICK UR FONE UP NOW U DUMB?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Pick you up bout 7.30ish? What time are  and that going?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Piggy, r u awake? I bet u're still sleeping. I'm going 4 lunch now...
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Play w computer? Aiyah i tok 2 u lor?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Playin space poker, u? Please ask mummy to call father
##             ham            0.0002774695                    0.0002774695
##             spam           0.0000000000                    0.0000000000
##                 v2
## sms_raw_train$v1 Please attend the phone:)
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Please CALL 08712402779 immediately as there is an urgent message waiting for you
##             ham                                                                       0.0000000000
##             spam                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Please CALL 08712402902 immediately as there is an urgent message waiting for you.
##             ham                                                                        0.0000000000
##             spam                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Please CALL 08712402972 immediately as there is an urgent message waiting for you
##             ham                                                                       0.0000000000
##             spam                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Please call Amanda with regard to renewing or upgrading your current T-Mobile handset free of charge. Offer ends today. Tel 0845 021 3680 subject to T's and C's
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Please call our customer service representative on 0800 169 6031 between 10am-9pm as you have WON a guaranteed å£1000 cash or å£5000 prize!
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Please call our customer service representative on FREEPHONE 0808 145 4742 between 9am-11pm as you have WON a guaranteed å£1000 cash or å£5000 prize!
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0070796460
##                 v2
## sms_raw_train$v1 Please da call me any mistake from my side sorry da. Pls da goto doctor.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Please don't text me anymore. I have nothing else to say.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Please dont say like that. Hi hi hi
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Please give it 2  or i will pick it up on Tuesday evening about 8 if that is ok.
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Please leave this topic..sorry for telling that..
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Please protect yourself from e-threats. SIB never asks for sensitive information like Passwords,ATM/SMS PIN thru email. Never share your password with anybody.
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Please reserve ticket on saturday eve from chennai to thirunelvali and again from tirunelvali to chennai on sunday eve...i already see in net..no ticket available..i want to book ticket through tackle ..
##             ham                                                                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Please sen :)my kind advice :-)please come here and try:-)
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 PLEASSSSSSSEEEEEE TEL ME V AVENT DONE SPORTSx
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Pls accept me for one day. Or am begging you change the number.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Pls come quick cant bare this.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Pls confirm the time to collect the cheque.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Pls dont restrict her from eating anythin she likes for the next two days.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Pls go ahead with watts. I just wanted to be sure. Do have a great weekend. Abiola
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Pls go there today  &lt;#&gt; . I dont want any excuses
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Pls help me tell sura that i'm expecting a battery from hont. And that if should pls send me a message about how to download movies. Thanks
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Pls i wont belive god.not only jesus.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Pls pls find out from aunt nike.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Pls send me a comprehensive mail about who i'm paying, when and how much.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Pls send me the correct name da.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Pls send me your address sir.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Pls speak to that customer machan.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Pls tell nelson that the bb's are no longer comin. The money i was expecting aint coming
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Plz note: if anyone calling from a mobile Co. &amp; asks u to type # &lt;#&gt;  or # &lt;#&gt; . Do not do so. Disconnect the call,coz it iz an attempt of 'terrorist' to make use of the sim card no. Itz confirmd by nokia n motorola n has been verified by CNN IBN.
##             ham                                                                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Poyyarikatur,kolathupalayam,unjalur post,erode dis, &lt;#&gt; .
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Prabha..i'm soryda..realy..frm heart i'm sory
##             ham                                   0.0005549390
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Prakesh is there know.
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Prepare to be pounded every night...
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Princess, i like to make love  &lt;#&gt;  times per night. Hope thats not a problem!
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Princess, is your kitty shaved or natural?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Printer is cool. I mean groovy. Wine is groovying
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for 07753741225 shows 800 un-redeemed S. I. M. points. Call 08715203677 Identifier Code: 42478 Expires 24/10/04
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for 07808 XXXXXX shows 800 un-redeemed S. I. M. points. Call 08719899217 Identifier Code: 41685 Expires 07/11/04
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for 07815296484 shows 800 un-redeemed S.I.M. points. Call 08718738001 Identifier Code 41782 Expires 18/11/04 
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for 07973788240 shows 800 un-redeemed S. I. M. points. Call 08715203649 Identifier Code: 40533 Expires 31/10/04
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08715203694 Identifier Code: 40533 Expires 31/10/04
##             ham                                                                                                                              0.0000000000
##             spam                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08719899230 Identifier Code: 41685 Expires 07/11/04
##             ham                                                                                                                              0.0000000000
##             spam                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 PRIVATE! Your 2004 Account Statement for 07742676969 shows 786 unredeemed Bonus Points. To claim call 08719180248 Identifier Code: 45239 Expires
##             ham                                                                                                                                      0.0000000000
##             spam                                                                                                                                     0.0035398230
##                 v2
## sms_raw_train$v1 Probably earlier than that if the station's where I think it is
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Probably gonna be here for a while, see you later tonight &lt;)
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Probably gonna swing by in a wee bit
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Probably money worries. Things are coming due and i have several outstanding invoices for work i did two and three months ago.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Probably not, still going over some stuff here
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Probably, want to pick up more?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Prof: you have passed in all the papers in this sem congrats . . . . Student: Enna kalaachutaarama..!! Prof:???? Gud mrng!
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Promotion Number: 8714714 - UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039 . SkilGme. TsCs087147403231Winawk!Age16 å£1.50perWKsub
##             ham                                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 PS U no ur a grown up now right?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Purity of friendship between two is not about smiling after reading the forwarded message..Its about smiling just by seeing the name. Gud evng
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Purity of friendship between two is not about smiling after reading the forwarded message..Its about smiling just by seeing the name. Gud evng musthu
##             ham                                                                                                                                           0.0005549390
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Que pases un buen tiempo or something like that
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Quite late lar... Ard 12 anyway i wun b drivin...
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Quite ok but a bit ex... U better go eat smth now else i'll feel guilty...
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 R Ì_ comin back for dinner? R Ì_ going 4 today's meeting?
##             ham                 0.0002774695                  0.0002774695
##             spam                0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 R U &SAM P IN EACHOTHER. IF WE MEET WE CAN GO 2 MY HOUSE
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 R u here yet? I'm wearing blue shirt n black pants.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 R u in this continent? R u meeting da ge at nite tmr?
##             ham            0.0002774695                   0.0002774695
##             spam           0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 R u over scratching it?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 R u saying i should re order the slippers cos i had to pay for returning it.
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 R u still working now?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 R u sure they'll understand that! Wine * good idea just had a slurp!
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 R we going with the  &lt;#&gt;  bus?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 R we still meeting 4 dinner tonight?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Raji..pls do me a favour. Pls convey my Birthday wishes to Nimya. Pls. Today is her birthday.
##             ham                                                                                   0.0005549390
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Ranjith cal drpd Deeraj and deepak 5min hold
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Raviyog Peripherals bhayandar east
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 RCT' THNQ Adrian for U text. Rgds Vatian
##             ham                              0.0000000000
##             spam                             0.0017699115
##                 v2
## sms_raw_train$v1 Reading gud habit.. Nan bari hudgi yorge pataistha ertini kano:-)
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Really dun bluff me leh... U sleep early too. Nite...
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Really good:)dhanush rocks once again:)
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Really... I tot ur paper ended long ago... But wat u copied jus now got use? U happy lar... I still haf 2 study :-(
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Really? I crashed out cuddled on my sofa.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Realy sorry-i don't recognise this number and am now confused :) who r u please?! 
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Reason is if the team budget is available at last they buy the unsold players for at base rate..
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Reckon need to be in town by eightish to walk from * carpark.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Refused a loan? Secured or Unsecured? Can't get credit? Call free now 0800 195 6669 or text back 'help' & we will!
##             ham                                                                                                        0.0000000000
##             spam                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Remember all those whom i hurt during days of satanic imposter in me.need to pay a price,so be it.may destiny keep me going and as u said pray that i get the mind to get over the same.
##             ham                                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Remember on that day..
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Remember to ask alex about his pizza
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Remind me how to get there and I shall do so
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Reminder: You have not downloaded the content you have already paid for. Goto http://doit. mymoby. tv/ to collect your content.
##             ham                                                                                                                     0.0000000000
##             spam                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Reply to win å£100 weekly! What professional sport does Tiger Woods play? Send STOP to 87239 to end service
##             ham                                                                                                 0.0000000000
##             spam                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Reply to win å£100 weekly! Where will the 2006 FIFA World Cup be held? Send STOP to 87239 to end service
##             ham                                                                                              0.0000000000
##             spam                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Reply with your name and address and YOU WILL RECEIVE BY POST a weeks completely free accommodation at various global locations www.phb1.com ph:08700435505150p
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Reverse is cheating. That is not mathematics.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 RGENT! This is the 2nd attempt to contact U!U have WON å£1250 CALL 09071512433 b4 050703 T&CsBCM4235WC1N3XX. callcost 150ppm mobilesvary. maxå£7. 50
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Right on brah, see you later
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Rightio. 11.48 it is then. Well arent we all up bright and early this morning.
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Ringtone Club: Get the UK singles chart on your mobile each week and choose any top quality ringtone! This message is free of charge.
##             ham                                                                                                                           0.0000000000
##             spam                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Ringtone Club: Gr8 new polys direct to your mobile every week !
##             ham                                                     0.0000000000
##             spam                                                    0.0017699115
##                 v2
## sms_raw_train$v1 ringtoneking 84484
##             ham        0.0000000000
##             spam       0.0017699115
##                 v2
## sms_raw_train$v1 Rock yr chik. Get 100's of filthy films &XXX pics on yr phone now. rply FILTH to 69669. Saristar Ltd, E14 9YT 08701752560. 450p per 5 days. Stop2 cancel
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Rofl betta invest in some  anti aging products
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Roger that. We‰Û÷re probably going to rem in about 20
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Romantic Paris. 2 nights, 2 flights from å£79 Book now 4 next year. Call 08704439680Ts&Cs apply.
##             ham                                                                                      0.0000000000
##             spam                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 ROMCAPspam Everyone around should be responding well to your presence since you are so warm and outgoing. You are bringing in a real breath of sunshine.
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Ron say fri leh. N he said ding tai feng cant make reservations. But he said wait lor.
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Rose for red,red for blood,blood for heart,heart for u. But u for me.... Send tis to all ur friends.. Including me.. If u like me.. If u get back, 1-u r poor in relation! 2-u need some 1 to support 3-u r frnd 2 many 4-some1 luvs u 5+- some1 is praying god to marry u.:-) try it....
##             ham                                                                                                                                                                                                                                                                               0.0002774695
##             spam                                                                                                                                                                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Rose needs water, season needs change, poet needs imagination..My phone needs ur sms and i need ur lovely frndship forever....
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 RT-KIng Pro Video Club>> Need help? info@ringtoneking.co.uk or call 08701237397 You must be 16+ Club credits redeemable at www.ringtoneking.co.uk! Enjoy!
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Ryder unsold.now gibbs.
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 S'fine. Anytime. All the best with it.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 S but mostly not like that. S da..al r above  &lt;#&gt;
##             ham                 0.0002774695                0.0002774695
##             spam                0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 S now only i took tablets . Reaction morning only.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 S s..first time..dhoni rocks...
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 S....s...india going to draw the series after many years in south african soil..
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 S...from the training manual it show there is no tech process:)its all about password reset and troubleshooting:)
##             ham                                                                                                       0.0002774695
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 S..antha num corrct dane S.i think he is waste for rr..
##             ham              0.0002774695                   0.0002774695
##             spam             0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 S.s:)i thinl role is like sachin.just standing. Others have to hit.
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 S:-)if we have one good partnership going we will take lead:)
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 S:-)kallis wont play in first two odi:-)
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 S:)but he had some luck.2 catches put down:)
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 S:)no competition for him. S:)s.nervous  &lt;#&gt; :)
##             ham                0.0002774695               0.0002774695
##             spam               0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 Sac will score big hundred.he is set batsman:-)
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Sad story of a Man - Last week was my b'day. My Wife did'nt wish me. My Parents forgot n so did my Kids . I went to work. Even my Colleagues did not wish.
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sad story of a Man - Last week was my b'day. My Wife did'nt wish me. My Parents forgot n so did my Kids . I went to work. Even my Colleagues did not wish. As I entered my cabin my PA said, '' Happy B'day Boss !!''. I felt special. She askd me 4 lunch. After lunch she invited me to her apartment. We went there. She said,'' do u mind if I go into the bedroom for a minute ? '' ''OK'', I sed in a sexy mood. She came out 5 minuts latr wid a cake...n My Wife, My Parents, My Kidz, My Friends n My Colleagues. All screaming.. SURPRISE !! and I was waiting on the sofa.. ... ..... ' NAKED...!
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  0.0005549390
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Same as kallis dismissial in 2nd test:-).
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Same as u... Dun wan... Y u dun like me already ah... Wat u doing now? Still eating?
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Same here, but I consider walls and bunkers and shit important just because I never play on peaceful but I guess your place is high enough that it don't matter
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Same, I'm at my great aunts anniversary party in tarpon springs
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Same. Wana plan a trip sometme then
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Sary just need Tim in the bollox &it hurt him a lot so he tol me!
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Sat right? Okay thanks... 
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Save money on wedding lingerie at www.bridal.petticoatdreams.co.uk Choose from a superb selection with national delivery. Brought to you by WeddingFriend
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Save yourself the stress. If the person has a dorm account, just send your account details and the money will be sent to you.
##             ham                                                                                                                   0.0002774695
##             spam                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 say thanks2. 
##             ham   0.0002774695
##             spam  0.0000000000
##                 v2
## sms_raw_train$v1 Say this slowly.? GOD,I LOVE YOU &amp; I NEED YOU,CLEAN MY HEART WITH YOUR BLOOD.Send this to Ten special people &amp; u c miracle tomorrow, do it,pls,pls do it...
##             ham                                                                                                                                                         0.0011098779
##             spam                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 says the  &lt;#&gt;  year old with a man and money. I'm down to my last  &lt;#&gt; . Still waiting for that check.
##             ham                                                                                                        0.0002774695
##             spam                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 See the forwarding message for proof See you there! 
##             ham                          0.0002774695    0.0002774695
##             spam                         0.0000000000    0.0000000000
##                 v2
## sms_raw_train$v1 see, i knew giving you a break a few times woul lead to you always wanting to miss curfew. I was gonna gibe you 'til one, but a MIDNIGHT movie is not gonna get out til after 2. You need to come home. You need to getsleep and, if anything, you need to b studdying ear training.
##             ham                                                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 See? I thought it all through
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Send a logo 2 ur lover - 2 names joined by a heart. Txt LOVE NAME1 NAME2 MOBNO eg LOVE ADAM EVE 07123456789 to 87077 Yahoo! POBox36504W45WQ TxtNO 4 no ads 150p
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Send a logo 2 ur lover - 2 names joined by a heart. Txt LOVE NAME1 NAME2 MOBNO eg LOVE ADAM EVE 07123456789 to 87077 Yahoo! POBox36504W45WQ TxtNO 4 no ads 150p.
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Send his number and give reply tomorrow morning for why you said that to him like that ok
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Send me yetty's number pls. Send me your id and password
##             ham                 0.0002774695                 0.0002774695
##             spam                0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 Send this to ur friends and receive something about ur voice..... How is my speaking expression? 1.childish 2.naughty 3.Sentiment 4.rowdy 5.ful of attitude 6.romantic 7.shy 8.Attractive 9.funny  &lt;#&gt; .irritating  &lt;#&gt; .lovable. reply me..
##             ham                                                                                                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Send to someone else :-)
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Sending you greetings of joy and happiness. Do have a gr8 evening
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Sent me de webadres for geting salary slip
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Sent me ur email id soon Senthil group company Apnt 5pm.
##             ham              0.0002774695                    0.0002774695
##             spam             0.0000000000                    0.0000000000
##                 v2
## sms_raw_train$v1 Serious? What like proper tongued her
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 SERIOUSLY. TELL HER THOSE EXACT WORDS RIGHT NOW.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Set a place for me in your heart and not in your mind, as the mind easily forgets but the heart will always remember. Wish you Happy Valentines Day!
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Sex up ur mobile with a FREE sexy pic of Jordan! Just text BABE to 88600. Then every wk get a sexy celeb! PocketBabe.co.uk 4 more pics. 16 å£3/wk 087016248
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 sexy sexy cum and text me im wet and warm and ready for some porn! u up for some fun? THIS MSG IS FREE RECD MSGS 150P INC VAT 2 CANCEL TEXT STOP
##             ham                                                                                                                                      0.0000000000
##             spam                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Sexy Singles are waiting for you! Text your AGE followed by your GENDER as wither M or F E.G.23F. For gay men text your AGE followed by a G. e.g.23G.
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Shall i ask one thing if you dont mistake me.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Shall i come to get pickle Shall i get my pouch?
##             ham                0.0005549390          0.0002774695
##             spam               0.0000000000          0.0000000000
##                 v2
## sms_raw_train$v1 Shall i send that exe to your mail id.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Shall i start from hear.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Shant disturb u anymore... Jia you...
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Shb b ok lor... Thanx...
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 She's borderline but yeah whatever.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 She's fine. Good to hear from you. How are you my dear? Happy new year oh.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 She's fine. Sends her greetings
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 She's good. How are you. Where r u working now
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 She doesnt need any test.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 She is our sister.. She belongs 2 our family.. She is d hope of tomorrow.. Pray 4 her,who was fated 4 d Shoranur train incident. Lets hold our hands together &amp; fuelled by love &amp; concern prior 2 her grief &amp; pain. Pls join in dis chain &amp; pass it. STOP VIOLENCE AGAINST WOMEN.
##             ham                                                                                                                                                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 She left it very vague. She just said she would inform the person in accounting about the delayed rent and that i should discuss with the housing agency about my renting another place. But checking online now and all places around usc are  &lt;#&gt;  and up
##             ham                                                                                                                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 She said,'' do u mind if I go into the bedroom for a minute ? '' ''OK'', I sed in a sexy mood. She came out 5 minuts latr wid a cake...n My Wife,
##             ham                                                                                                                                       0.0005549390
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 She was supposed to be but couldn't make it, she's still in town though
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 She went to attend another two rounds today..but still did't reach home..
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 She.s find. I sent you an offline message to know how anjola's now.
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 She.s good. She was wondering if you wont say hi but she.s smiling now. So how are you coping with the long distance
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Shhhhh nobody is supposed to know!
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Shit that is really shocking and scary, cant imagine for a second. Def up for night out. Do u think there is somewhere i could crash for night, save on taxi?
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Shop till u Drop, IS IT YOU, either 10K, 5K, å£500 Cash or å£100 Travel voucher, Call now, 09064011000. NTT PO Box CR01327BT fixedline Cost 150ppm mobile vary
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0035398230
##                 v2
## sms_raw_train$v1 Shopping lor. Them raining mah hard 2 leave orchard.
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Short But Cute : \\ Be a good person 
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Short But Cute: \\Be a good person
##             ham                        0.0005549390
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Should I be stalking u?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Should I have picked up a receipt or something earlier
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Should I head straight there or what
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Should i send you naughty pix? :)
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Should I tell my friend not to come round til like  &lt;#&gt; ish?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Shuhui has bought ron's present it's a swatch watch...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Shuhui say change 2 suntec steamboat? U noe where? Where r u now?
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Si si. I think ill go make those oreo truffles.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Sian... Aft meeting supervisor got work 2 do liao... U working now?
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Simply sitting and watching match in office..
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Since when, which side, any fever, any vomitin.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Sindu got job in birla soft ..
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Single line with a big meaning::::: \\Miss anything 4 ur \\"Best Life\\" but
##             ham                                                                  0.0005549390
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Sir Goodmorning, Once free call me.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Sir send to group mail check it.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Sir, good morning. Hope you had a good weekend. I called to let you know that i was able to raise  &lt;#&gt;  from my dad. He however said he would make the rest available by mid feb. This amount is still quite short and i was hoping you would help. Do have a good day. Abiola
##             ham                                                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Sir, hope your day is going smoothly. i really hoped i wont have to bother you about this. I have some bills that i can't settle this month. I am out of all extra cash. I know this is a challenging time for you also but i have to let you know.
##             ham                                                                                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Sir, i am waiting for your call, once free please call me.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sir, i am waiting for your call.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Sir, I am waiting for your mail.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Sir, I have been late in paying rent for the past few months and had to pay a $ &lt;#&gt;  charge. I felt it would be inconsiderate of me to nag about something you give at great cost to yourself and that's why i didnt speak up. I however am in a recession and wont be able to pay the charge this month hence my askin well ahead of month's end. Can you please help. Thanks
##             ham                                                                                                                                                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Sir, I need AXIS BANK account no and bank address.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Sir, Waiting for your mail.
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 sir, you will receive the account no another 1hr time. Sorry for the delay.
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Sitting ard nothing to do lor. U leh busy w work?
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Siva is in hostel aha:-.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 SIX chances to win CASH! From 100 to 20,000 pounds txt> CSH11 and send to 87575. Cost 150p/day, 6days, 16+ TsandCs apply Reply HL 4 info
##             ham                                                                                                                              0.0000000000
##             spam                                                                                                                             0.0035398230
##                 v2
## sms_raw_train$v1 Slaaaaave ! Where are you ? Must I summon you to me all the time now ? Don't you wish to come to me on your own anymore?
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Sleeping nt feeling well
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Small problem in auction:)punj now asking tiwary
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Smile in Pleasure Smile in Pain Smile when trouble pours like Rain Smile when sum1 Hurts U Smile becoz SOMEONE still Loves to see u Smiling!!
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Smith waste da.i wanna gayle.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 SMS AUCTION - A BRAND NEW Nokia 7250 is up 4 auction today! Auction is FREE 2 join & take part! Txt NOKIA to 86021 now! HG/Suite342/2Lands Row/W1J6HL
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 SMS AUCTION You have won a Nokia 7250i. This is what you get when you win our FREE auction. To take part send Nokia to 86021 now. HG/Suite342/2Lands Row/W1JHL 16+
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 SMS SERVICES For your inclusive text credits pls gotto www.comuk.net login 3qxj9 unsubscribe with STOP no extra charge help 08702840625 comuk.220cm2 9AE
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 SMS SERVICES. for your inclusive text credits, pls goto www.comuk.net login= ***** unsubscribe with STOP. no extra charge. help:08700469649. PO BOX420. IP4 5WE
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 SMS. ac Blind Date 4U!: Rodds1 is 21/m from Aberdeen, United Kingdom. Check Him out http://img. sms. ac/W/icmb3cktz8r7!-4 no Blind Dates send HIDE
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 SMS. ac JSco: Energy is high, but u may not know where 2channel it. 2day ur leadership skills r strong. Psychic? Reply ANS w/question. End? Reply END JSCO
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 SMS. ac Sptv: The New Jersey Devils and the Detroit Red Wings play Ice Hockey. Correct or Incorrect? End? Reply END SPTV
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 SMS. ac sun0819 posts HELLO:\\You seem cool
##             ham                                 0.0000000000
##             spam                                0.0017699115
##                 v2
## sms_raw_train$v1 SMSSERVICES. for yourinclusive text credits, pls goto www.comuk.net login= 3qxj9 unsubscribe with STOP, no extra charge. help 08702840625.COMUK. 220-CM2 9AE
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 So anyways, you can just go to your gym or whatever, my love *smiles* I hope your ok and having a good day babe ... I miss you so much already
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 So are you guys asking that i get that slippers again or its gone with last year
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 So can collect ur laptop?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 So check your errors and if you had difficulties, do correction.
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 So do you have samus shoulders yet
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 So dont use hook up any how
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 So how's scotland. Hope you are not over showing your JJC tendencies. Take care. Live the dream
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 So how's the weather over there?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 So i'm doing a list of buyers.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 So i asked how's anthony. Dad. And your bf
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 So i could kiss and feel you next to me...
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 So Ì_'ll be submitting da project tmr rite?
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 So Ì_ pay first lar... Then when is da stock comin...
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 SO IS TH GOWER MATE WHICH IS WHERE I AM!?! HOW R U MAN? ALL IS GOOD IN WALES ILL B BACK åÔMORROW. C U THIS WK? WHO WAS THE MSG 4? åÐ RANDOM!
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 So is there anything specific I should be doing with regards to jaklin or what because idk what the fuck
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 So its to be poking man everyday that they teach you in canada abi! How are you. Just saying hi.
##             ham                                                                                      0.0002774695
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 So lets make it saturday or monday as per convenience.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 So many people seems to be special at first sight, But only very few will remain special to you till your last sight.. Maintain them till life ends.. Sh!jas
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 So many people seems to be special at first sight, But only very few will remain special to you till your last sight.. Maintain them till life ends.. take cr da
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 So no messages. Had food?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 So now my dad is gonna call after he gets out of work and ask all these crazy questions.
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 So that means you still think of teju
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 So the sun is anti sleep medicine.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 So there's a ring that comes with the guys costumes. It's there so they can gift their future yowifes. Hint hint
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 So u gonna get deus ex? So u workin overtime nigpun?
##             ham             0.0002774695                 0.0002774695
##             spam            0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 So wats ur opinion abt him and how abt is character?
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 So what do you guys do. So when do you wanna gym harri
##             ham             0.0002774695                   0.0002774695
##             spam            0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 So when you gonna get rimac access 
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 So why didnt you holla?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 So you think i should actually talk to him? Not call his boss in the morning? I went to this place last year and he told me where i could go and get my car fixed cheaper. He kept telling me today how much he hoped i would come back in, how he always regretted not getting my number, etc.
##             ham                                                                                                                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Solve d Case : A Man Was Found Murdered On  &lt;DECIMAL&gt; . &lt;#&gt;  AfterNoon. 1,His wife called Police. 2,Police questioned everyone. 3,Wife: Sir,I was sleeping, when the murder took place. 4.Cook: I was cooking. 5.Gardener: I was picking vegetables. 6.House-Maid: I went 2 d post office. 7.Children: We went 2 play. 8.Neighbour: We went 2 a marriage. Police arrested d murderer Immediately. Who's It? Reply With Reason, If U r Brilliant.
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                  0.0008324084
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Some are lasting as much as 2 hours. You might get lucky.
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Some friends want me to drive em someplace, probably take a while
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Some of them told accenture is not confirm. Is it true.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Somebody should go to andros and steal ice
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Someone has conacted our dating service and entered your phone because they fancy you!To find out who it is call from landline 09111030116. PoBox12n146tf15
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Someone has contacted our dating service and entered your phone because they fancy you! To find out who it is call from a landline 09111032124 . PoBox12n146tf150p
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Someone has contacted our dating service and entered your phone becausethey fancy you! To find out who it is call from a landline 09058098002. PoBox1, W14RG 150p
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Someone U know has asked our dating service 2 contact you! Cant Guess who? CALL 09058091854 NOW all will be revealed. PO BOX385 M6 6WU
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Someone U know has asked our dating service 2 contact you! Cant guess who? CALL 09058095107 NOW all will be revealed. POBox 7, S3XY 150p 
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Someone U know has asked our dating service 2 contact you! Cant Guess who? CALL 09058097189 NOW all will be revealed. POBox 6, LS15HB 150p 
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Sometimes Heart Remembrs someone Very much... Forgets someone soon... Bcoz Heart will not like everyone. But liked ones will be Remembered Everytime... BSLVYL
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Sometimes we put walls around our hearts,not just to be safe from getting hurt.. But to find out who cares enough to break the walls &amp; get closer.. GOODNOON:)
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 somewhere out there beneath the pale moon light someone think in of u some where out there where dreams come true... goodnite &amp; sweet dreams
##             ham                                                                                                                                      0.0005549390
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Somewhr someone is surely made 4 u. And God has decided a perfect time to make u meet dat person. . . . till den, . . . . . Enjoy ur crushes..!!!;-)
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 soon you will have the real thing princess! Do i make you wet? :)
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Sorry about earlier. Putting out fires.Are you around to talk after 9? Or do you actually have a life, lol!
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Sorry battery died, yeah I'm here
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 sorry brah, just finished the last of my exams, what up
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Sorry chikku, my cell got some problem thts y i was nt able to reply u or msg u..
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Sorry da thangam, very very sorry i am held up with prasad.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Sorry da thangam.it's my mistake.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Sorry da:)i was thought of calling you lot of times:)lil busy.i will call you at noon..
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Sorry de i went to shop.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Sorry dude. Dont know how i forgot. Even after Dan reminded me. Sorry. Hope you guys had fun.
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Sorry i'm not free...
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 Sorry i've not gone to that place. I.ll do so tomorrow. Really sorry.
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Sorry i cant take your call right now. It so happens that there r 2waxsto do wat you want. She can come and ill get her medical insurance. And she'll be able to deliver and have basic care. I'm currently shopping for the right medical insurance for her. So just give me til friday morning. Thats when i.ll see the major person that can guide me to the right insurance.
##             ham                                                                                                                                                                                                                                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Sorry I missed your call let's talk when you have the time. I'm on 07090201529
##             ham                                                                    0.0000000000
##             spam                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Sorry i now then c ur msg... Yar lor so poor thing... But only 4 one night... Tmr u'll have a brand new room 2 sleep in...
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sorry im getting up now, feel really bad- totally rejected that kinda me thing.
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Sorry light turned green, I meant another friend wanted  &lt;#&gt;  worth but he may not be around
##             ham                                                                                        0.0002774695
##             spam                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Sorry man my account's dry or I would, if you want we could trade back half or I could buy some shit with my credit card
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Sorry man, accidentally left my phone on silent last night and didn't check it til I got up
##             ham                                                                                 0.0002774695
##             spam                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Sorry man, my stash ran dry last night and I can't pick up more until sunday
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Sorry me going home first... Daddy come fetch Ì_ later...
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Sorry my roommates took forever, it ok if I come by now?
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Sorry pa, i dont knw who ru pa?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Sorry sent blank msg again. Yup but trying 2 do some serious studying now.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sorry sir, i will call you tomorrow.  senthil.hsbc
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Sorry that took so long, omw now
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Sorry to be a pain. Is it ok if we meet another night? I spent late afternoon in casualty and that means i haven't done any of y stuff42moro and that includes all my time sheets and that. Sorry. 
##             ham                                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Sorry to trouble u again. Can buy 4d for my dad again? 1405, 1680, 1843. All 2 big 1 small, sat n sun. Thanx.
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Sorry vikky, i'm Watching olave mandara movie kano in trishul theatre wit my frnds..
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Sorry! U can not unsubscribe yet. THE MOB offer package has a min term of 54 weeks> pls resubmit request after expiry. Reply THEMOB HELP 4 more info
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Sorry,  in meeting I'll call you later
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, got a late start, we're on the way
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I'll call later Sorry, I'll call later in meeting
##             ham            0.0066592675                      0.0002774695
##             spam           0.0000000000                      0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I'll call later in meeting any thing related to trade please call Arul. &lt;#&gt; 
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I'll call later in meeting.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I'll call later ok bye
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I can't help you on this.
##             ham                      0.0005549390
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I can't text &amp; drive coherently, see you in twenty
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, I guess whenever I can get a hold of my connections, maybe an hour or two? I'll text you
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, left phone upstairs. OK, might be hectic but would be all my birds with one fell swoop. It's a date.
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, my battery died, I can come by but I'm only getting a gram for now, where's your place?
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 sorry, no, have got few things to do. may be in pub later.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, was in the bathroom, sup
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Sorry, went to bed early, nightnight
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Sorry,in meeting I'll call later Sorry. || mail? || 
##             ham                      0.0005549390        0.0002774695
##             spam                     0.0000000000        0.0000000000
##                 v2
## sms_raw_train$v1 Sorry. You never hear unless you book it. One was kinda a joke--thet were really looking for skinny white girls. The other was one line--you can only do so much on camera with that. Something like that they're casting on the look.
##             ham                                                                                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Sos! Any amount i can get pls.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Sounds gd... Haha... Can... Wah, u yan jiu so fast liao...
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 Sounds good, keep me posted
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Sounds great! Are you home now?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Sounds like a plan! Cardiff is still here and still cold! I'm sitting on the radiator!
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Sounds like something that someone testing me would sayy
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Sounds like you have many talents! would you like to go on a dinner date next week?
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Speaking of does he have any cash yet?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 SPJanuary Male Sale! Hot Gay chat now cheaper, call 08709222922. National rate from 1.5p/min cheap to 7.8p/min peak! To stop texts call 08712460324 (10p/min)
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 SplashMobile: Choose from 1000s of gr8 tones each wk! This is a subscrition service with weekly tones costing 300p. U have one credit - kick back and ENJOY
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Spoke with uncle john today. He strongly feels that you need to sacrifice to keep me here. He's going to call you. When he does, i beg you to just listen. Dont make any promises or make it clear things are not easy. And i need you to please let us work things out. As long as i keep expecting help, my creativity will be stifled so pls just keep him happy, no promises on your part.
##             ham                                                                                                                                                                                                                                                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Spook up your mob with a Halloween collection of a logo & pic message plus a free eerie tone, txt CARD SPOOK to 8007 zed 08701417012150p per logo/pic
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Spoons it is then okay?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 sports fans - get the latest sports news str* 2 ur mobile 1 wk FREE PLUS a FREE TONE Txt SPORT ON to 8007 www.getzed.co.uk 0870141701216+ norm 4txt/120p 
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Sppok up ur mob with a Halloween collection of nokia logo&pic message plus a FREE eerie tone, txt CARD SPOOK to 8007
##             ham                                                                                                          0.0000000000
##             spam                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Squeeeeeze!! This is christmas hug.. If u lik my frndshp den hug me back.. If u get 3 u r cute:) 6 u r luvd:* 9 u r so lucky;) None? People hate u:
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 sry can't talk on phone, with parents
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Staff of placement training in Amrita college.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 staff.science.nus.edu.sg/~phyhcmk/teaching/pc1323
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Still chance there. If you search hard you will get it..let have a try :)
##             ham                                                               0.0005549390
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Still i have not checked it da. . .
##             ham                         0.0005549390
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Still in customer place
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Still in the area of the restaurant. Ill try to come back soon
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Still otside le..u come 2morrow maga..
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Still work going on:)it is very small house.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Stop calling everyone saying I might have cancer. My throat hurts to talk. I can't be answering everyones calls. If I get one more call I'm not babysitting on Monday
##             ham                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Stop knowing me so well!
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Stop the story. I've told him i've returned it and he's saying i should not re order it.
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Storming msg: Wen u lift d phne, u say \\HELLO\\" Do u knw wt is d real meaning of HELLO?? . . . It's d name of a girl..! . . . Yes.. And u knw who is dat girl?? \\"Margaret Hello\\" She is d girlfrnd f Grahmbell who invnted telphone... . . . . Moral:One can 4get d name of a person
##             ham                                                                                                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Studying. But i.ll be free next weekend.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Stupid.its not possible
##             ham             0.0005549390
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Summers finally here! Fancy a chat or flirt with sexy singles in yr area? To get MATCHED up just reply SUMMER now. Free 2 Join. OptOut txt STOP Help08714742804
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Sun cant come to earth but send luv as rays. cloud cant come to river but send luv as rain. I cant come to meet U, but can send my care as msg to U. Gud evng
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Sunshine Hols. To claim ur med holiday send a stamped self address envelope to Drinks on Us UK, PO Box 113, Bray, Wicklow, Eire. Quiz Starts Saturday! Unsub Stop
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0035398230
##                 v2
## sms_raw_train$v1 Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country Liverpool played in mid week? Txt ansr to 82277. å£1.50 SP:Tyrone
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0035398230
##                 v2
## sms_raw_train$v1 Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country the Algarve is in? Txt ansr to 82277. å£1.50 SP:Tyrone
##             ham                                                                                                                    0.0000000000
##             spam                                                                                                                   0.0035398230
##                 v2
## sms_raw_train$v1 Super da:)good replacement for murali
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Super msg da:)nalla timing.
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Superb Thought- \\Be grateful that u dont have everything u want. That means u still have an opportunity to be happier tomorrow than u are today.\\":-)"
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Sure but since my parents will be working on Tuesday I don't really need a cover story
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Sure thing big man. i have hockey elections at 6, shouldn‰Û÷t go on longer than an hour though
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Sure! I am driving but will reach my destination soon.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 sure, but make sure he knows we ain't smokin yet
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Sure, I'll see if I can come by in a bit
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Sure, if I get an acknowledgement from you that it's astoundingly tactless and generally faggy to demand a blood oath fo
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Surely result will offer:)
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Sweet, we may or may not go to 4U to meet carlos so gauge patty's interest in that
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Sweetheart, hope you are not having that kind of day! Have one with loads of reasons to smile. Biola
##             ham                                                                                          0.0002774695
##             spam                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 T-Mobile customer you may now claim your FREE CAMERA PHONE upgrade & a pay & go sim card for your loyalty. Call on 0845 021 3680.Offer ends 28thFeb.T&C's apply
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Ta-Daaaaa! I am home babe, are you still up ?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 TaKe CaRE n gET WeLL sOOn
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Take some small dose tablet for fever
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Take something for pain. If it moves however to any side in the next 6hrs see a doctor.
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Take us out shopping and Mark will distract Isaiah.=D
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Takin a shower now but yeah I'll leave when I'm done
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Talk sexy!! Make new friends or fall in love in the worlds most discreet text dating service. Just text VIP to 83110 and see who you could meet.
##             ham                                                                                                                                      0.0000000000
##             spam                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Talk With Yourself Atleast Once In A Day...!!! Otherwise You Will Miss Your Best FRIEND In This WORLD...!!! -Shakespeare- SHESIL  &lt;#&gt;
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 tap & spile at seven. * Is that pub on gas st off broad st by canal. Ok?
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 TBS/PERSOLVO. been chasing us since Sept forå£38 definitely not paying now thanks to your information. We will ignore them. Kath. Manchester.
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 tddnewsletter@emc1.co.uk (More games from TheDailyDraw) Dear Helen, Dozens of Free Games - with great prizesWith..
##             ham                                                                                                        0.0000000000
##             spam                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Teach me apps da. When you come to college.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Tee hee. Off to lecture, cheery bye bye.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Tell dear what happen to you. Why you talking to me like an alian
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 TELL HER I SAID EAT SHIT. Tell me pa. How is pain de.
##             ham               0.0002774695                0.0002774695
##             spam              0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 Tell me they're female :V how're you throwing in? We're deciding what all to get now
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Tell me whos this pls:-)
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Tell my  bad character which u Dnt lik in me. I'll try to change in  &lt;#&gt; . I ll add tat 2 my new year resolution. Waiting for ur reply.Be frank...good morning.
##             ham                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Tell rob to mack his gf in the theater
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Tell them no need to investigate about me anywhere.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Tell them the drug dealer's getting impatient
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Tell them u have a headache and just want to use 1 hour of sick time.
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Tell where you reached
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Tell you what, if you make a little spreadsheet and track whose idea it was to smoke to determine who \\smokes too much\\" for the entire month of february
##             ham                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Tell your friends what you plan to do on Valentines day @ &lt;URL&gt;
##             ham                                                           0.0005549390
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 tells u 2 call 09066358152 to claim å£5000 prize. U have 2 enter all ur mobile & personal details @ the prompts. Careful!
##             ham                                                                                                               0.0000000000
##             spam                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Tension ah?what machi?any problem?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Tessy..pls do me a favor. Pls convey my birthday wishes to Nimya..pls dnt forget it. Today is her birthday Shijas
##             ham                                                                                                       0.0005549390
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Text & meet someone sexy today. U can find a date or even flirt its up to U. Join 4 just 10p. REPLY with NAME & AGE eg Sam 25. 18 -msg recd@thirtyeight pence
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Text BANNEDUK to 89555 to see! cost 150p textoperator g696ga 18+ XXX
##             ham                                                          0.0000000000
##             spam                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Text her. If she doesnt reply let me know so i can have her log in
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Text me when you get off, don't call, my phones having problems
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Text82228>> Get more ringtones, logos and games from www.txt82228.com. Questions: info@txt82228.co.uk
##             ham                                                                                           0.0000000000
##             spam                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Thank god they are in bed!     Thank u!
##             ham                0.0002774695 0.0002774695
##             spam               0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Thank u. IT BETTER WORK OUT CAUSE I WILL FEEL USED OTHERWISE
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Thank you baby! I cant wait to taste the real thing...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Thank You for calling.Forgot to say Happy Onam to you Sirji.I am fine here and remembered you when i met an insurance person.Meet You in Qatar Insha Allah.Rakhesh, ex Tata AIG who joined TISSCO,Tayseer.
##             ham                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Thank You meet you monday
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Thank you princess! You are so sexy...
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Thank you so much. When we skyped wit kz and sura, we didnt get the pleasure of your company. Hope you are good. We've given you ultimatum oh! We are countin down to aburo. Enjoy!
##             ham                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Thank you so much. When we skyped wit kz and sura, we didnt get the pleasure of your company. Hope you are good. We've given you ultimatum oh! We are countin down to aburo. Enjoy! This is the message i sent days ago
##             ham                                                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Thank you, winner notified by sms. Good Luck! No future marketing reply STOP to 84122 customer services 08450542832
##             ham                                                                                                         0.0000000000
##             spam                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Thank you. And by the way, I just lost.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Thank you. I like you as well...
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Thanks a lot for your wishes on my birthday. Thanks you for making my birthday truly memorable.
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Thanks chikku..:-) gud nyt:-*
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Thanks da thangam, i feel very very happy dear. I also miss you da.
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for looking out for me. I really appreciate.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for loving me so. You rock
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for picking up the trash.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for sending this mental ability question..
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for the Vote. Now sing along with the stars with Karaoke on your mobile. For a FREE link just reply with SING now.
##             ham                                                                                                               0.0000000000
##             spam                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for this hope you had a good day today
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for understanding. I've been trying to tell sura that.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for ve lovely wisheds. You rock
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for yesterday sir. You have been wonderful. Hope you enjoyed the burial. MojiBiola
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for your message. I really appreciate your sacrifice. I'm not sure of the process of direct pay but will find out on my way back from the test tomorrow. I'm in class now. Do have a wonderful day.
##             ham                                                                                                                                                                                                0.0002774695
##             spam                                                                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Thanks for your ringtone order, ref number K718. Your mobile will be charged å£4.50. Should your tone not arrive please call customer services on 09065069120
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your ringtone order, ref number R836. Your mobile will be charged å£4.50. Should your tone not arrive please call customer services on 09065069154
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your ringtone order, reference number X29. Your mobile will be charged 4.50. Should your tone not arrive please call customer services 09065989180
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your ringtone order, reference number X49. Your mobile will be charged 4.50. Should your tone not arrive please call customer services 09065989182. From: [colour=red]text[/colour]TXTstar
##             ham                                                                                                                                                                                           0.0000000000
##             spam                                                                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your ringtone order, reference number X49.Your mobile will be charged 4.50. Should your tone not arrive please call customer services 09065989182
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your Ringtone Order, Reference T91. You will be charged GBP 4 per week. You can unsubscribe at anytime by calling customer services on 09057039994
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Thanks for your subscription to Ringtone UK your mobile will be charged å£5/month Please confirm by replying YES or NO. If you reply NO you will not be charged
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Thanks honey. Have a great day.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Thanks love. But am i doing torch or bold.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Thanks. It was only from tescos but quite nice. All gone now. Speak soon 
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Thankyou so much for the call. I appreciate your care.
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Thanx 4 2day! U r a goodmate I THINK UR RITE SARY! ASUSUAL!1 U CHEERED ME UP! LOVE U FRANYxxxxx
##             ham                                                                                     0.0002774695
##             spam                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Thanx 4 e brownie it's v nice...
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Thanx 4 sending me home...
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Thanx 4 the time weåÕve spent 2geva, its bin mint! Ur my Baby and all I want is u!xxxx
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Thanx a lot... Thanx but my birthday is over already.
##             ham    0.0002774695                           0.0002774695
##             spam   0.0000000000                           0.0000000000
##                 v2
## sms_raw_train$v1     Thanx...
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 THANX4 TODAY CER IT WAS NICE 2 CATCH UP BUT WE AVE 2 FIND MORE TIME MORE OFTEN OH WELL TAKE CARE C U SOON.C
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 That's a shame! Maybe cld meet for few hrs tomo?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 That's cause your old. I live to be high.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 That's cool, I'll come by like  &lt;#&gt; ish
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 That's fine, have him give me a call if he knows what he wants or has any questions
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 That's fine, I'll bitch at you about it later then
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 That's good, because I need drugs
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 That's good. Lets thank God. Please complete the drug. Have lots of water. And have a beautiful day.
##             ham                                                                                          0.0002774695
##             spam                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 That's my honeymoon outfit. :)
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 That's ok. I popped in to ask bout something and she said you'd been in. Are you around tonght wen this girl comes?
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 That's significant but dont worry.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 That's the trouble with classes that go well - you're due a dodgey one ‰Û_ Expecting mine tomo! See you for recovery, same time, same place 
##             ham                                                                                                                                  0.0002774695
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 That's the way you should stay oh.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 That's very rude, you on campus?
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 That's what I love to hear :V see you sundayish, then
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 That's y i said it's bad dat all e gals know u... Wat u doing now?
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 That's y we haf to combine n c how lor...
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 That day Ì_ say Ì_ cut ur hair at paragon, is it called hair sense? Do Ì_ noe how much is a hair cut? 
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 That day you asked about anand number. Why:-)
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 That depends. How would you like to be treated? :)
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 That is wondar full flim. That is wondarfull song
##             ham               0.0002774695            0.0002774695
##             spam              0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 That means from february to april i'll be getting a place to stay down there so i don't have to hustle back and forth during audition season as i have since my sister moved away from harlem.
##             ham                                                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 That means get the door
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 That means you got an A in epi, she.s fine. She.s here now.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 That one week leave i put know that time. Why.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 That seems unnecessarily affectionate
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 That way transport is less problematic than on sat night. By the way, if u want to ask  n  to join my bday, feel free. But need to know definite nos as booking on fri. 
##             ham                                                                                                                                                              0.0002774695
##             spam                                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 that would be good ‰Û_ I'll phone you tomo lunchtime, shall I, to organise something?
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 That would be great. We'll be at the Guild. Could meet on Bristol road or somewhere - will get in touch over weekend. Our plans take flight! Have a good week
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 That‰Û÷s the thing with apes, u can fight to the death to keep something, but the minute they have it when u let go, thats it!
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 THATåÕS ALRITE GIRL, U KNOW GAIL IS NEVA WRONG!!TAKE CARE SWEET AND DONåÕT WORRY.C U L8TR HUN!LOVE Yaxxx
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Thats a bit weird, even ?- where is the do supposed to be happening? But good idea, sure they will be in pub!
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool! I am a gentleman and will treat you with dignity and respect.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool! Sometimes slow and gentle. Sonetimes rough and hard :)
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool. How was your day?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool. i am a gentleman and will treat you with dignity and respect.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool. i liked your photos. You are very sexy!
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Thats cool. Where should i cum? On you or in you? :)
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 The  &lt;#&gt; g that i saw a few days ago, the guy wants sell wifi only for  &lt;#&gt;  and with 3g for  &lt;#&gt; . That's why i blanked him.
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 The 2 oz guy is being kinda flaky but one friend is interested in picking up $ &lt;#&gt;  worth tonight if possible
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 The affidavit says  &lt;#&gt;  E Twiggs St, division g, courtroom  &lt;#&gt; , &lt;TIME&gt;  AM. I'll double check and text you again tomorrow
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 The basket's gettin full so I might be by tonight
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 The battery is for mr adewale my uncle. Aka Egbon
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 The bus leaves at  &lt;#&gt; 
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 The evo. I just had to download flash. Jealous?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 The fact that you're cleaning shows you know why i'm upset. Your priority is constantly \\what i want to do
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 The gas station is like a block away from my house, you'll drive right by it since armenia ends at swann and you have to take howard
##             ham                                                                                                                          0.0002774695
##             spam                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 The guy (kadeem) hasn't been selling since the break, I know one other guy but he's paranoid as fuck and doesn't like selling without me there and I can't be up there til late tonight
##             ham                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 The hair cream has not been shipped.
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 The house is on the water with a dock, a boat rolled up with a newscaster who dabbles in jazz flute behind the wheel
##             ham                                                                                                          0.0002774695
##             spam                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 The last thing i ever wanted to do was hurt you. And i didn't think it would have. You'd laugh, be embarassed, delete the tag and keep going. But as far as i knew, it wasn't even up. The fact that you even felt like i would do it to hurt you shows you really don't know me at all. It was messy wednesday, but it wasn't bad. The problem i have with it is you HAVE the time to clean it, but you choose not to. You skype, you take pictures, you sleep, you want to go out. I don't mind a few things here and there, but when you don't make the bed, when you throw laundry on top of it, when i can't have a friend in the house because i'm embarassed that there's underwear and bras strewn on the bed, pillows on the floor, that's something else. You used to be good about at least making the bed.
##             ham                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 The length is e same but e top shorter n i got a fringe now. I thk i'm not going liao. Too lazy. Dun wan 2 distract u also.
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 The message sent is askin for  &lt;#&gt; dollars. Shoul i pay  &lt;#&gt;  or  &lt;#&gt; ?
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 The monthly amount is not that terrible and you will not pay anything till 6months after finishing school.
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 The search 4 happiness is 1 of d main sources of unhappiness! Accept life the way it comes! U will find happiness in every moment u live.
##             ham                                                                                                                               0.0002774695
##             spam                                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 The sign of maturity is not when we start saying big things.. But actually it is, when we start understanding small things... *HAVE A NICE EVENING* BSLVYL
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 The table's occupied, I'm waiting by the tree
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 The whole car appreciated the last two! Dad and are having a map reading semi argument but apart from that things are going ok. P.
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 The wine is flowing and i'm i have nevering..
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 The world is running and i am still.maybe all are feeling the same,so be it.or i have to admit,i am mad.then where is the correction?or let me call this is life.and keep running with the world,may be u r also running.lets run.
##             ham                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 The Xmas story is peace.. The Xmas msg is love.. The Xmas miracle is jesus.. Hav a blessed month ahead &amp; wish U Merry Xmas...
##             ham                                                                                                                       0.0005549390
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 TheMob> Check out our newest selection of content, Games, Tones, Gossip, babes and sport, Keep your mobile fit and funky text WAP to 82468
##             ham                                                                                                                                0.0000000000
##             spam                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 TheMob>Yo yo yo-Here comes a new selection of hot downloads for our members to get for FREE! Just click & open the next link sent to ur fone...
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Then any special there?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Then cant get da laptop? My matric card wif Ì_ lei... 
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Then dun wear jeans lor...
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Then get some cash together and I'll text jason
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1  Then i buy.
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Then Ì_ ask dad to pick Ì_ up lar... ÌÏ wan 2 stay until 6 meh...
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Then Ì_ come n pick me at 530 ar?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Then Ì_ wait 4 me at bus stop aft ur lect lar. If i dun c Ì_ then i go get my car then come back n pick Ì_.
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Then its most likely called Mittelschmertz. Google it. If you dont have paracetamol dont worry it will go.
##             ham                                                                                                0.0002774695
##             spam                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Then just eat a shit and wait for ur monkey face bitch.......... U asshole..................
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Then mum's repent how?
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Then she buying today? ÌÏ no need to c meh...
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Then she dun believe wat?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Then u ask darren go n pick u lor... But i oso sian tmr haf 2 meet lect...
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Then u better go sleep.. Dun disturb u liao.. U wake up then msg me lor..
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Then u drive lor. Then u go back urself lor...
##             ham       0.0002774695                 0.0002774695
##             spam      0.0000000000                 0.0000000000
##                 v2
## sms_raw_train$v1 Then u going ikea str aft dat? Then ur physics get a-?
##             ham                    0.0002774695            0.0002774695
##             spam                   0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Then ur sis how? Then wat r u doing now? Busy wif work?
##             ham      0.0002774695                           0.0002774695
##             spam     0.0000000000                           0.0000000000
##                 v2
## sms_raw_train$v1 Then we gotta do it after that
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Then we wait 4 u lor... No need 2 feel bad lar...
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Then what about further plan?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Then why no one talking to me
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Then why you came to hostel. Then why you not responding
##             ham                  0.0002774695                0.0002774695
##             spam                 0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 Then. You are eldest know.
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Theoretically yeah, he could be able to come
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 There're some people by mu, I'm at the table by lambda
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 There's no point hangin on to mr not right if he's not makin u happy
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 There are many company. Tell me the language.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 There are no other charges after transfer charges and you can withdraw anyhow you like
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 There bold 2  &lt;#&gt; . Is that yours
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 There generally isn't one. It's an uncountable noun - u in the dictionary. pieces of research?
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 There is no sense in my foot and penis.
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 There is os called ubandu which will run without installing in hard disk...you can use that os to copy the important files in system and give it to repair shop..
##             ham                                                                                                                                                       0.0002774695
##             spam                                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 There r many model..sony ericson also der.. &lt;#&gt; ..it luks good bt i forgot modl no
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 There the size of elephant tablets & u shove um up ur ass!!
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 They are just making it easy to pay back. I have  &lt;#&gt; yrs to say but i can pay back earlier. You get?
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 They can try! They can get lost, in fact. Tee hee
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 They did't play one day last year know even though they have very good team.. Like india.
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 They don't put that stuff on the roads to keep it from getting slippery over there?
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 They have a thread on the wishlist section of the forums where ppl post nitro requests. Start from the last page and collect from the bottom up.
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 They just talking thats it de. They wont any other.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 They r giving a second chance to rahul dengra.
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 they released another Italian one today and it has a cosign option
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 They released vday shirts and when u put it on it makes your bottom half naked instead of those white underwear.
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 They said Ì_ dun haf passport or smth like dat.. Or Ì_ juz send to my email account..  
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 They said if its gonna snow, it will start around 8 or 9 pm tonite! They are predicting an inch of accumulation.
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 They will pick up and drop in car.so no problem..
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Theyre doing it to lots of places. Only hospitals and medical places are safe.
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 THING R GOOD THANX GOT EXAMS IN MARCH IVE DONE NO REVISION? IS FRAN STILL WITH BOYF? IVE GOTTA INTERVIW 4 EXETER BIT WORRIED!x
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Think I could stop by in like an hour or so? My roommate's looking to stock up for a trip
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Think i might have to give it a miss. Am teaching til twelve, then have lecture at two. Damn this working thing.
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Think ur smart ? Win å£200 this week in our weekly quiz, text PLAY to 85222 now!T&Cs WinnersClub PO BOX 84, M26 3UZ. 16+. GBP1.50/week
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Think you sent the text to the home phone. That cant display texts. If you still want to send it his number is
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Thinkin about someone is all good. No drugs for that
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 This girl does not stay in bed. This girl doesn't need recovery time. Id rather pass out while having fun then be cooped up in bed
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 This is all just creepy and crazy to me.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 This is hoping you enjoyed your game yesterday. Sorry i've not been in touch but pls know that you are fondly bein thot off. Have a great week. Abiola
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 This is my number by vivek..
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 This is one of the days you have a billion classes, right?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 This is the 2nd time we have tried 2 contact u. U have won the 750 Pound prize. 2 claim is easy, call 08712101358 NOW! Only 10p per min. BT-national-rate
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 This is the 2nd time we have tried 2 contact u. U have won the 750 Pound prize. 2 claim is easy, call 08718726970 NOW! Only 10p per min. BT-national-rate 
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 This is the 2nd time we have tried to contact u. U have won the å£1450 prize to claim just call 09053750005 b4 310303. T&Cs/stop SMS 08718725756. 140ppm
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 This is the 2nd time we have tried to contact u. U have won the å£400 prize. 2 claim is easy, just call 087104711148 NOW! Only 10p per minute. BT-national-rate
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 This message is brought to you by GMW Ltd. and is not connected to the
##             ham                                                            0.0000000000
##             spam                                                           0.0017699115
##                 v2
## sms_raw_train$v1 This message is free. Welcome to the new & improved Sex & Dogging club! To unsubscribe from this service reply STOP. msgs@150p 18 only
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 This message is free. Welcome to the new & improved Sex & Dogging club! To unsubscribe from this service reply STOP. msgs@150p 18+only
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 This pain couldn't have come at a worse time.
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 This pay is  &lt;DECIMAL&gt;  lakhs:)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 This pen thing is beyond a joke. Wont a Biro do? Don't do a masters as can't do this ever again! 
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 This phone has the weirdest auto correct.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 This single single answers are we fighting? Plus i said am broke and you didnt reply
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 This weeks SavaMob member offers are now accessible. Just call 08709501522 for details! SavaMob, POBOX 139, LA3 2WU. Only å£1.50/week. SavaMob - offers mobile!
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Thk shld b can... Ya, i wana go 4 lessons... Haha, can go for one whole stretch...
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Thk some of em find wtc too far... Weiyi not goin... E rest i dunno yet... R ur goin 4 dinner den i might b able to join...
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Thnx dude. u guys out 2nite?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Those cocksuckers. If it makes you feel better ipads are worthless garbage novelty items and you should feel bad for even wanting one
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Those ducking chinchillas Those were my exact intentions
##             ham               0.0002774695                   0.0002774695
##             spam              0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 Thought praps you meant another one. Goodo! I'll look tomorrow 
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Thought we could go out for dinner. I'll treat you! Seem ok?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Thts god's gift for birds as humans hav some natural gift frm god..
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Thts wat Wright Brother did to fly..
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Thursday night? Yeah, sure thing, we'll work it out then
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Thx. All will be well in a few months
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Tick, tick, tick ... Babe
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Time n Smile r the two crucial things in our life. Sometimes time makes us to forget smile, and sometimes someone's smile makes us to forget time gud noon
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Tired. I haven't slept well the past few nights.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Tiwary to rcb.battle between bang and kochi.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Tmr then Ì_ brin lar... Aiya later i come n c lar... Mayb Ì_ neva set properly Ì_ got da help sheet wif Ì_...
##             ham                                                                                                   0.0002774695
##             spam                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Tmr timin still da same wat cos i got lesson until 6...
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Tmrw. Im finishing 9 doors
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 To day class is there are no class.
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 To review and KEEP the fantastic Nokia N-Gage game deck with Club Nokia, go 2 www.cnupdates.com/newsletter. unsubscribe from alerts reply with the word OUT
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Today's Offer! Claim ur å£150 worth of discount vouchers! Text YES to 85023 now! SavaMob, member offers mobile! T Cs 08717898035. å£3.00 Sub. 16 . Unsub reply X
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0035398230
##                 v2
## sms_raw_train$v1 Today am going to college so am not able to atten the class.
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Today i'm not workin but not free oso... Gee... Thgt u workin at ur fren's shop ? 
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Today is \\song dedicated day..\\" Which song will u dedicate for me? Send this to all ur valuable frnds but first rply me..."
##             ham                                                                                                                    0.0005549390
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Today is ACCEPT DAY..U Accept me as? Brother Sister Lover Dear1 Best1 Clos1 Lvblefrnd Jstfrnd Cutefrnd Lifpartnr Belovd Swtheart Bstfrnd No rply means enemy
##             ham                                                                                                                                                  0.0008324084
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 TODAY is Sorry day.! If ever i was angry with you, if ever i misbehaved or hurt you? plz plz JUST SLAP URSELF Bcoz, Its ur fault, I'm basically GOOD
##             ham                                                                                                                                          0.0005549390
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Today iZ Yellow rose day. If u love my frndship give me 1 misscall &amp; send this to ur frndZ &amp; See how many miss calls u get. If u get 6missed U marry ur Lover.
##             ham                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Today my system sh get ready.all is well and i am also in the deep well
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Todays Voda numbers ending 1225 are selected to receive a å£50award. If you have a match please call 08712300220 quoting claim code 3100 standard rates app 
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Todays Voda numbers ending 5226 are selected to receive a ?350 award. If you hava a match please call 08712300220 quoting claim code 1131 standard rates app 
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Todays Voda numbers ending 7548 are selected to receive a $350 award. If you have a match please call 08712300220 quoting claim code 4041 standard rates app
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 todays vodafone numbers ending with 0089(my last four digits) are selected to received a å£350 award. If your number matches please call 09063442151 to claim your å£350 award
##             ham                                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Todays Vodafone numbers ending with 4882 are selected to a receive a å£350 award. If your number matches call 09064019014 to receive your å£350 award.
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 Tomarrow final hearing on my laptop case so i cant.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Tomorrow i am not going to theatre. . . So i can come wherever u call me. . . Tell me where and when to come tomorrow
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Tone Club: Your subs has now expired 2 re-sub reply MONOC 4 monos or POLYC 4 polys 1 weekly @ 150p per week Txt STOP 2 stop This msg free Stream 0871212025016
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Tonight? Yeah, I'd be down for that
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Too late. I said i have the website. I didn't i have or dont have the slippers
##             ham                                                                    0.0002774695
##             spam                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Total video converter free download type this in google search:)
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 True dear..i sat to pray evening and felt so.so i sms'd you in some time...
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 True. It is passable. And if you get a high score and apply for phd, you get 5years of salary. So it makes life easier.
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 True. Its easier with her here.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Trust me. Even if isn't there, its there. Try neva mate!!
##             ham                               0.0002774695    0.0002774695
##             spam                              0.0000000000    0.0000000000
##                 v2
## sms_raw_train$v1 Tunde, how are you doing. This is just wishing you a great day. Abiola.
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Tunji, how's the queen? how are you doing. This is just wishing you a great day. Abiola.
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Turns out my friends are staying for the whole show and won't be back til ~ &lt;#&gt; , so feel free to go ahead and smoke that $ &lt;#&gt;  worth
##             ham                                                                                                                                        0.0002774695
##             spam                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 twenty past five he said will this train have been to durham already or not coz i am in a reserved seat
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Twinks, bears, scallies, skins and jocks are calling now. Don't miss the weekend's fun. Call 08712466669 at 10p/min. 2 stop texts call 08712460324(nat rate)
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Two fundamentals of cool life: \\Walk
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Tyler (getting an 8th) has to leave not long after 9, can you get here in like an hour?
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 U're welcome... Caught u using broken english again...
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 U've been selected to stay in 1 of 250 top British hotels - FOR NOTHING! Holiday valued at å£350! Dial 08712300220 to claim - National Rate Call. Bx526, SW73SS
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 U 447801259231 have a secret admirer who is looking 2 make contact with U-find out who they R*reveal who thinks UR so special-call on 09058094597
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 U are subscribed to the best Mobile Content Service in the UK for å£3 per 10 days until you send STOP to 82324. Helpline 08706091795
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 U are subscribed to the best Mobile Content Service in the UK for å£3 per ten days until you send STOP to 83435. Helpline 08706091795.
##             ham                                                                                                                            0.0000000000
##             spam                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 U buy newspapers already? U call me alter at 11 ok.
##             ham               0.0002774695              0.0002774695
##             spam              0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 U calling me right? Call my hand phone...
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 U can call me now...
##             ham          0.0002774695
##             spam         0.0000000000
##                 v2
## sms_raw_train$v1 U can WIN å£100 of Music Gift Vouchers every week starting NOW Txt the word DRAW to 87066 TsCs www.Idew.com SkillGame, 1Winaweek, age16. 150ppermessSubscription
##             ham                                                                                                                                                      0.0000000000
##             spam                                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 U can WIN å£100 of Music Gift Vouchers every week starting NOW Txt the word DRAW to 87066 TsCs www.ldew.com SkillGame,1Winaweek, age16.150ppermessSubscription
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 U coming 2 pick me?
##             ham         0.0002774695
##             spam        0.0000000000
##                 v2
## sms_raw_train$v1 U don't know how stubborn I am. I didn't even want to go to the hospital. I kept telling Mark I'm not a weak sucker. Hospitals are for weak suckers.
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 U don't remember that old commercial?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 U dun say so early hor... U c already then say...
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 U gd lor go shopping i got stuff to do. U wan 2 watch infernal affairs a not? Come lar...
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 U guys never invite me anywhere :(
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 U have a secret admirer who is looking 2 make contact with U-find out who they R*reveal who thinks UR so special-call on 09058094565
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 U have a secret admirer who is looking 2 make contact with U-find out who they R*reveal who thinks UR so special-call on 09058094594
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 U have a secret admirer who is looking 2 make contact with U-find out who they R*reveal who thinks UR so special-call on 09058094599
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0035398230
##                 v2
## sms_raw_train$v1 U have a Secret Admirer who is looking 2 make contact with U-find out who they R*reveal who thinks UR so special-call on 09065171142-stopsms-08
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 U have a secret admirer. REVEAL who thinks U R So special. Call 09065174042. To opt out Reply REVEAL STOP. 1.50 per msg recd. Cust care 07821230901
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0035398230
##                 v2
## sms_raw_train$v1 U have won a nokia 6230 plus a free digital camera. This is what u get when u win our FREE auction. To take part send NOKIA to 83383 now. POBOX114/14TCR/W1 16
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 U havenåÕt lost me ill always b here 4u.i didnåÕt intend 2 hurt u but I never knew how u felt about me when Iwas+marine&thatåÕs what itried2tell urmom.i careabout u
##             ham                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 U having lunch alone? I now so bored... U in town alone?
##             ham                             0.0002774695     0.0002774695
##             spam                            0.0000000000     0.0000000000
##                 v2
## sms_raw_train$v1 U know we watchin at lido?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 U meet other fren dun wan meet me ah... Muz b a guy rite...
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 U ned to convince him tht its not possible witot hurting his feeling its the main
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 U r too much close to my heart. If u go away i will be shattered. Plz stay with me.
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 U reach orchard already? U wan 2 go buy tickets first?
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 U say leh... Of course nothing happen lar. Not say v romantic jus a bit only lor. I thk e nite scenery not so nice leh.
##             ham                                                                                                             0.0002774695
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 U should have made an appointment U should make a fb list
##             ham                       0.0002774695            0.0002774695
##             spam                      0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 U sick still can go shopping?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 U sleeping now.. Or you going to take? Haha.. I got spys wat.. Me online checking n replying mails lor..
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 U so lousy, run already come back then half dead... Hee...
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 U still going to the mall? U still painting ur wall?
##             ham                0.0002774695              0.0002774695
##             spam               0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 U sure u can't take any sick time?     U too...
##             ham                        0.0002774695 0.0002774695
##             spam                       0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 U wake up already? Thanx 4 e tau sar piah it's quite nice.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 U wake up already? Wat u doing? U picking us up later rite? I'm taking sq825, reaching ard 7 smth 8 like dat. U can check e arrival time. C ya soon...
##             ham                                                                                                                                            0.0002774695
##             spam                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 U were outbid by simonwatson5120 on the Shinco DVD Plyr. 2 bid again, visit sms. ac/smsrewards 2 end bid notifications, reply END OUT
##             ham                                                                                                                           0.0000000000
##             spam                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 U WILL SWITCH YOUR FONE ON DAMMIT!!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 U‰Ûªve Bin Awarded å£50 to Play 4 Instant Cash. Call 08715203028 To Claim. EVERY 9th Player Wins Min å£50-å£500. OptOut 08718727870
##             ham                                                                                                                         0.0000000000
##             spam                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Ugh fuck it I'm resubbing to eve
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Ugh hopefully the asus ppl dont randomly do a reformat.
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Ugh I don't wanna get out of bed. It's so warm.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Ugh its been a long day. I'm exhausted. Just want to cuddle up and take a nap
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Ugh just got outta class
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Ugh y can't u just apologize, admit u were wrong and ask me to take u back?
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Ugh. Gotta drive back to sd from la. My butt is sore.
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 Uh, heads up we don't have THAT much left
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Uhhhhrmm isnt having tb test bad when youre sick
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Ultimately tor motive tui achieve korli.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Umma my life and vava umma love you lot dear
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Umma. Did she say anything
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Ummma.will call after check in.our life will begin from qatar so pls pray very hard.
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Ummmmmaah Many many happy returns of d day my dear sweet heart.. HAPPY BIRTHDAY dear
##             ham                                                                          0.0005549390
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Uncle Abbey! Happy New Year. Abiola
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Uncle boye. I need movies oh. Guide me. Plus you know torrents are not particularly legal here. And the system is slowing down. What should i do. Have a gr8 day. Plus have you started cos i dont meet you online. How was the honey moon.
##             ham                                                                                                                                                                                                                                 0.0002774695
##             spam                                                                                                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Under the sea, there lays a rock. In the rock, there is an envelope. In the envelope, there is a paper. On the paper, there are 3 words... '
##             ham                                                                                                                                  0.0005549390
##             spam                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Unfortunately i've just found out that we have to pick my sister up from the airport that evening so don't think i'll be going out at all. We should try to go out one of th
##             ham                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 University of southern california.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Unless it's a situation where YOU GO GURL would be more appropriate
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Unlimited texts. Limited minutes.
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Unni thank you dear for the recharge..Rakhesh
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Until 545 lor... Ya, can go 4 dinner together...
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Up to Ì_... ÌÏ wan come then come lor... But i din c any stripes skirt...
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Update_Now - 12Mths Half Price Orange line rental: 400mins...Call MobileUpd8 on 08000839402 or call2optout=J5Q
##             ham                                                                                                    0.0000000000
##             spam                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Update_Now - Xmas Offer! Latest Motorola, SonyEricsson & Nokia & FREE Bluetooth! Double Mins & 1000 Txt on Orange. Call MobileUpd8 on 08000839402 or call2optout/F4Q=
##             ham                                                                                                                                                           0.0000000000
##             spam                                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 UpgrdCentre Orange customer, you may now claim your FREE CAMERA PHONE upgrade for your loyalty. Call now on 0207 153 9153. Offer ends 26th July. T&C's apply. Opt-out available
##             ham                                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Ups which is 3days also, and the shipping company that takes 2wks. The other way is usps which takes a week but when it gets to lag you may have to bribe nipost to get your stuff.
##             ham                                                                                                                                                                         0.0002774695
##             spam                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039 . SkilGme. TsCs087147403231Winawk!Age16 å£1.50perWKsub
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039.SkilGme.TsCs087147403231Winawk!Age16+å£1.50perWKsub
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Ur balance is now å£500. Ur next question is: Who sang 'Uptown Girl' in the 80's ? 2 answer txt ur ANSWER to 83600. Good luck!
##             ham                                                                                                                    0.0000000000
##             spam                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send CASH to 86688 only 150p/msg. CC: 08708800282 HG/Suite342/2Lands Row/W1J6HL
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send CASH to 86688 only 150p/msg. CC: 08718720201 PO BOX 114/14 TCR/W1
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send COLLECT to 83600 only 150p/msg. CC: 08718720201 PO BOX 114/14 TCR/W1
##             ham                                                                                                                                    0.0000000000
##             spam                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send GO to 86688 only 150p/msg. CC 08718720201 HG/Suite342/2Lands Row/W1J6HL
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send GO to 86688 only 150p/msg. CC: 08718720201 PO BOX 114/14 TCR/W1
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 UR GOING 2 BAHAMAS! CallFREEFONE 08081560665 and speak to a live operator to claim either Bahamas cruise ofå£2000 CASH 18+only. To opt out txt X to 07786200117
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 Ur HMV Quiz cash-balance is currently å£500 - to maximize ur cash-in now send HMV1 to 86688 only 150p/msg
##             ham                                                                                               0.0000000000
##             spam                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Ur ringtone service has changed! 25 Free credits! Go to club4mobiles.com to choose content now! Stop? txt CLUB STOP to 87070. 150p/wk Club4 PO Box1146 MK45 2WT
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Urgent Please call 09066612661 from landline. å£5000 cash or a luxury 4* Canary Islands Holiday await collection. T&Cs SAE award. 20M12AQ. 150ppm. 16+ ‰ÛÏ
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 URGENT This is our 2nd attempt to contact U. Your å£900 prize from YESTERDAY is still awaiting collection. To claim CALL NOW 09061702893. ACL03530150PM
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Urgent Ur å£500 guaranteed award is still unclaimed! Call 09066368327 NOW closingdate04/09/02 claimcode M39M51 å£1.50pmmorefrommobile2Bremoved-MobyPOBox734LS27YF
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Urgent UR awarded a complimentary trip to EuroDisinc Trav, Aco&Entry41 Or å£1000. To claim txt DIS to 87121 18+6*å£1.50(moreFrmMob. ShrAcomOrSglSuplt)10, LS1 3AJ
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 Urgent Urgent! We have 800 FREE flights to Europe to give away, call B4 10th Sept & take a friend 4 FREE. Call now to claim on 09050000555. BA128NNFWFLY150ppm
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! call 09061749602 from Landline. Your complimentary 4* Tenerife Holiday or å£10,000 cash await collection SAE T&Cs BOX 528 HP20 1YF 150ppm 18+
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! call 09066350750 from your landline. Your complimentary 4* Ibiza Holiday or 10,000 cash await collection SAE T&Cs PO BOX 434 SK3 8WP 150 ppm 18+ 
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! call 09066612661 from landline. Your complementary 4* Tenerife Holiday or å£10,000 cash await collection SAE T&Cs PO Box 3 WA14 2PX 150ppm 18+ Sender: Hol Offer
##             ham                                                                                                                                                              0.0000000000
##             spam                                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! Please call 09061743810 from landline. Your ABTA complimentary 4* Tenerife Holiday or #5000 cash await collection SAE T&Cs Box 326 CW25WX 150 ppm
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! Please call 09061743811 from landline. Your ABTA complimentary 4* Tenerife Holiday or å£5000 cash await collection SAE T&Cs Box 326 CW25WX 150ppm
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Urgent! Please call 09066612661 from your landline, your complimentary 4* Lux Costa Del Sol holiday or å£1000 CASH await collection. ppm 150 SAE T&Cs James 28, EH74RR
##             ham                                                                                                                                                            0.0000000000
##             spam                                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050000460 from land line. Claim J89. po box245c2150pm
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U. Todays draw shows that you have won a å£2000 prize GUARANTEED. Call 09066358361 from land line. Claim Y87. Valid 12hrs only
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050001295 from land line. Claim A21. Valid 12hrs only
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050001808 from land line. Claim M95. Valid12hrs only
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0035398230
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050003091 from land line. Claim C52. Valid 12hrs only
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050003091 from land line. Claim C52. Valid12hrs only
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact you. Last weekends draw shows that you have won a å£900 prize GUARANTEED. Call 09061701851. Claim code K61. Valid 12hours only
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! We are trying to contact you. Last weekends draw shows that you have won a å£900 prize GUARANTEED. Call 09061701939. Claim code S89. Valid 12hrs only
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! You have won a 1 week FREE membership in our å£100,000 Prize Jackpot! Txt the word: CLAIM to No: 81010 T&C www.dbuk.net LCCLTD POBOX 4403LDNW1A7RW18
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your mobile No *********** WON a å£2,000 Bonus Caller Prize on 02/06/03! This is the 2nd attempt to reach YOU! Call 09066362220 ASAP! BOX97N7QP, 150ppm
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your mobile No 077xxx WON a å£2,000 Bonus Caller Prize on 02/06/03! This is the 2nd attempt to reach YOU! Call 09066362206 ASAP! BOX97N7QP, 150ppm
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your mobile No 07xxxxxxxxx won a å£2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach YOU! call 09066362231 ASAP! BOX97N7QP, 150PPM
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile No was awarded a å£2,000 Bonus Caller Prize on 1/08/03! This is our 2nd attempt to contact YOU! Call 0871-4719-523 BOX95QU BT National Rate
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile No. was awarded å£2000 Bonus Caller Prize on 5/9/03 This is our final try to contact U! Call from Landline 09064019788 BOX42WR29C, 150PPM
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your mobile number *************** WON a å£2000 Bonus Caller prize on 10/06/03! This is the 2nd attempt to reach you! Call 09066368753 ASAP! Box 97N7QP, 150ppm
##             ham                                                                                                                                                             0.0000000000
##             spam                                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile number has been awarded a <UKP>2000 prize GUARANTEED. Call 09061790125 from landline. Claim 3030. Valid 12hrs only 150ppm
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile number has been awarded with a å£2000 Bonus Caller Prize. Call 09058095201 from land line. Valid 12hrs only
##             ham                                                                                                                     0.0000000000
##             spam                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09058094454 from land line. Claim 3030. Valid 12hrs only
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09058094455 from land line. Claim 3030. Valid 12hrs only
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09061790121 from land line. Claim 3030. Valid 12hrs only 150ppm
##             ham                                                                                                                                      0.0000000000
##             spam                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 URGENT! Your mobile was awarded a å£1,500 Bonus Caller Prize on 27/6/03. Our final attempt 2 contact U! Call 08714714011
##             ham                                                                                                              0.0000000000
##             spam                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 URGENT!! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TC s, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0035398230
##                 v2
## sms_raw_train$v1 URGENT!: Your Mobile No. was awarded a å£2,000 Bonus Caller Prize on 02/09/03! This is our 2nd attempt to contact YOU! Call 0871-872-9755 BOX95QU
##             ham                                                                                                                                       0.0000000000
##             spam                                                                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 URGENT, IMPORTANT INFORMATION FOR O2 USER. TODAY IS YOUR LUCKY DAY! 2 FIND OUT WHY LOG ONTO HTTP://WWW.URAWINNER.COM THERE IS A FANTASTIC SURPRISE AWAITING FOR YOU
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Usf I guess, might as well take 1 car
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Usually the body takes care of it buy making sure it doesnt progress. Can we pls continue this talk on saturday.
##             ham                                                                                                      0.0002774695
##             spam                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Usually the person is unconscious that's in children but in adults they may just behave abnormally. I.ll call you now
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 V-aluable. A-ffectionate. L-oveable. E-ternal. N-oble. T-ruthful. I-ntimate. N-atural. E-namous. Happy \\VALENTINES DAY\\" in advance"
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 V nice! Off 2 sheffield tom 2 air my opinions on categories 2 b used 2 measure ethnicity in next census. Busy transcribing. :-)
##             ham                                                                                                                     0.0002774695
##             spam                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Valentines Day Special! Win over å£1000 in our quiz and take your partner on the trip of a lifetime! Send GO to 83600 now. 150p/msg rcvd. CustCare:08718720201
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Valentines Day Special! Win over å£1000 in our quiz and take your partner on the trip of a lifetime! Send GO to 83600 now. 150p/msg rcvd. CustCare:08718720201.
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Velly good, yes please!
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Very hurting n meaningful lines ever: \\I compromised everything for my love
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Wa, ur openin sentence very formal... Anyway, i'm fine too, juz tt i'm eatin too much n puttin on weight...Haha... So anythin special happened?
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Waaaat?? Lololo ok next time then!
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Wah lucky man... Then can save money... Hee...
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Wah... Okie okie... Muz make use of e unlimited... Haha... 
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Wait  &lt;#&gt;  min.. Wait 2 min..stand at bus stop
##             ham            0.0002774695                  0.0002774695
##             spam           0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 Wait that's still not all that clear, were you not sure about me being sarcastic or that that's why x doesn't want to live with us
##             ham                                                                                                                        0.0002774695
##             spam                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Wait, do you know if wesleys in town? I bet she does hella drugs!
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Wait.i will come out.. &lt;#&gt;  min:)
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 Waiting 4 my tv show 2 start lor... U leh still busy doing ur report?
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Waiting for your call.
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Waiting in e car 4 my mum lor. U leh? Reach home already?
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Wake me up at  &lt;#&gt;  am morning:)
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 wamma get laid?want real doggin locations sent direct to your mobile? join the UKs largest dogging network. txt dogs to 69696 now!nyt. ec2a. 3lp å£1.50/msg.
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Wan2 win a Meet+Greet with Westlife 4 U or a m8? They are currently on what tour? 1)Unbreakable, 2)Untamed, 3)Unkempt. Text 1,2 or 3 to 83049. Cost 50p +std text
##             ham                                                                                                                                                       0.0000000000
##             spam                                                                                                                                                      0.0035398230
##                 v2
## sms_raw_train$v1 Wanna get laid 2nite? Want real Dogging locations sent direct to ur mobile? Join the UK's largest Dogging Network. Txt PARK to 69696 now! Nyt. ec2a. 3lp å£1.50/msg
##             ham                                                                                                                                                         0.0000000000
##             spam                                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 Want 2 get laid tonight? Want real Dogging locations sent direct 2 ur mob? Join the UK's largest Dogging Network bt Txting GRAVEL to 69888! Nt. ec2a. 31p.msg@150p
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Want 2 get laid tonight? Want real Dogging locations sent direct 2 ur Mob? Join the UK's largest Dogging Network by txting MOAN to 69888Nyt. ec2a. 31p.msg@150p
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 Want a new Video Phone? 750 anytime any network mins? Half price line rental free text for 3 months? Reply or call 08000930705 for free delivery
##             ham                                                                                                                                      0.0000000000
##             spam                                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Want to finally have lunch today?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Want to funk up ur fone with a weekly new tone reply TONES2U 2 this text. www.ringtones.co.uk, the original n best. Tones 3GBP network operator rates apply
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 Want to send me a virtual hug?... I need one
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Waqt se pehle or naseeb se zyada kisi ko kuch nahi milta,Zindgi wo nahi he jo hum sochte hai Zindgi wo hai jo ham jeetey hai..........
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Was actually about to send you a reminder today. Have a wonderful weekend
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Was actually sleeping and still might when u call back. So a text is gr8. You rock sis. Will send u a text wen i wake.
##             ham                                                                                                            0.0002774695
##             spam                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Was doing my test earlier. I appreciate you. Will call you tomorrow.
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Was gr8 to see that message. So when r u leaving? Congrats dear. What school and wat r ur plans.
##             ham                                                                                      0.0005549390
##             spam                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Was just about to ask. Will keep this one. Maybe that's why you didn't get all the messages we sent you on glo
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Was playng 9 doors game and gt racing on phone lol
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Was the actual exam harder than NBME Was the farm open?
##             ham                          0.0002774695       0.0002774695
##             spam                         0.0000000000       0.0000000000
##                 v2
## sms_raw_train$v1 Wat's da model num of ur phone?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Wat's my dear doing? Sleeping ah?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Wat makes some people dearer is not just de happiness dat u feel when u meet them but de pain u feel when u miss dem!!!
##             ham                                                                                                             0.0008324084
##             spam                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Wat makes u thk i'll fall down. But actually i thk i'm quite prone 2 falls. Lucky my dad at home i ask him come n fetch me already.
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Wat r u doing now? Wat r u doing?
##             ham        0.0002774695   0.0005549390
##             spam       0.0000000000   0.0000000000
##                 v2
## sms_raw_train$v1 Wat so late still early mah. Or we juz go 4 dinner lor. Aiya i dunno...
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Wat time do u wan 2 meet me later? Wat time Ì_ wan today?
##             ham                        0.0002774695           0.0002774695
##             spam                       0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Wat time liao, where still got.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Wat time u finish ur lect today? Wat u doing there?
##             ham                      0.0002774695       0.0002774695
##             spam                     0.0000000000       0.0000000000
##                 v2
## sms_raw_train$v1 Wat uniform? In where get?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Wat would u like 4 ur birthday?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Watch lor. I saw a few swatch one i thk quite ok. Ard 116 but i need 2nd opinion leh...
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Watching cartoon, listening music &amp; at eve had to go temple &amp; church.. What about u?
##             ham                                                                                  0.0005549390
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Watching telugu movie..wat abt u?
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Watching tv lor. Nice one then i like lor.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Watching tv lor...
##             ham        0.0002774695
##             spam       0.0000000000
##                 v2
## sms_raw_train$v1 Watching tv lor... Y she so funny we bluff her 4 wat. Izzit because she thk it's impossible between us?
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Watching tv now. I got new job :)
##             ham                       0.0005549390
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 We'll join the  &lt;#&gt;  bus
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 We'll you pay over like  &lt;#&gt; yrs so its not too difficult
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 We're all getting worried over here, derek and taylor have already assumed the worst
##             ham                                                                          0.0002774695
##             spam                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 We're done... We're finally ready fyi
##             ham   0.0002774695            0.0002774695
##             spam  0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 We are at grandmas. Oh dear, u still ill? I felt Shit this morning but i think i am just hungover! Another night then. We leave on sat.
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 We are both fine. Thanks
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 We are hoping to get away by 7, from Langport. You still up for town tonight?
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 We are pleased to inform that your application for Airtel Broadband is processed successfully. Your installation will happen within 3 days.
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 We can make a baby in yo tho
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 We confirm eating at esplanade?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 We currently have a message awaiting your collection. To collect your message just call 08718723815.
##             ham                                                                                          0.0000000000
##             spam                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 We don call like  &lt;#&gt;  times oh. No give us hypertension oh.
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 We got a divorce. Lol. She.s here
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 We have all rounder:)so not required:)
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 We have new local dates in your area - Lots of new people registered in YOUR AREA. Reply DATE to start now! 18 only www.flirtparty.us REPLYS150
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 We have sent JD for Customer Service cum Accounts Executive to ur mail id, For details contact us
##             ham                                                                                       0.0002774695
##             spam                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 We have to pick rayan macleran there.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 We know someone who you know that fancies you. Call 09058097218 to find out who. POBox 6, LS15HB 150p
##             ham                                                                                           0.0000000000
##             spam                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 We know TAJ MAHAL as symbol of love. But the other lesser known facts 1. Mumtaz was Shahjahan's 4th wife, out of his 7 wifes. 2. Shahjahan killed Mumtaz's husband to marry her. 3. Mumtaz died in her  &lt;#&gt; th delivery. 4. He then married Mumtaz's sister. Question arises where the Hell is the LOVE?:-| -The Great Hari-
##             ham                                                                                                                                                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 We left already we at orchard now.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 We not leaving yet. Ok lor then we go elsewhere n eat. U thk...
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 We not watching movie already. Xy wants 2 shop so i'm shopping w her now.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 We r outside already.
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 We spend our days waiting for the ideal path to appear in front of us.. But what we forget is.. \\paths are made by walking.. not by waiting..\\" Goodnight!"
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 We still on for tonight?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 We stopped to get ice cream and will go back after
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 We tried to call you re your reply to our sms for a video mobile 750 mins UNLIMITED TEXT + free camcorder Reply of call 08000930705 Now
##             ham                                                                                                                             0.0000000000
##             spam                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 We tried to call you re your reply to our sms for a video mobile 750 mins UNLIMITED TEXT free camcorder Reply or call now 08000930705 Del Thurs
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 We tried to contact you re our offer of New Video Phone 750 anytime any network mins HALF PRICE Rental camcorder call 08000930705 or reply for delivery Wed
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 We tried to contact you re your reply to our offer of 750 mins 150 textand a new video phone call 08002988890 now or reply for free delivery tomorrow
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 We tried to contact you re your reply to our offer of a Video Handset? 750 anytime any networks mins? UNLIMITED TEXT? Camcorder? Reply or call 08000930705 NOW
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 We tried to contact you re your reply to our offer of a Video Handset? 750 anytime networks mins? UNLIMITED TEXT? Camcorder? Reply or call 08000930705 NOW
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 we tried to contact you re your response to our offer of a new nokia fone and camcorder hit reply or call 08000930705 for delivery
##             ham                                                                                                                        0.0000000000
##             spam                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 We walked from my moms. Right on stagwood pass right on winterstone left on victors hill. Address is &lt;#&gt;
##             ham                                                                                                    0.0002774695
##             spam                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Webpage s not available!
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Weightloss! No more girl friends. Make loads of money on ebay or something. And give thanks to God.
##             ham                                                                                         0.0002774695
##             spam                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Welcome! Please reply with your AGE and GENDER to begin. e.g 24M
##             ham                                                      0.0000000000
##             spam                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Well am officially in a philosophical hole, so if u wanna call am at home ready to be saved!
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Well at this right I'm gonna have to get up and check today's steam sales/pee so text me when you want me to come get you
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Well done and ! luv ya all 
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Well done ENGLAND! Get the official poly ringtone or colour flag on yer mobile! text TONE or FLAG to 84199 NOW! Opt-out txt ENG STOP. Box39822 W111WX å£1.50
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 WELL DONE! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TCs, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins
##             ham                                                                                                                                                        0.0000000000
##             spam                                                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Well done, blimey, exercise, yeah, i kinda remember wot that is, hmm. 
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Well I'm going to be an aunty!
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Well i know Z will take care of me. So no worries.
##             ham                                        0.0002774695
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 Well I might not come then...
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Well I wasn't available as I washob nobbing with last night so they had to ask Nickey Platt instead of me!;
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Well i will watch shrek in 3D!!B)
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Well if I'm that desperate I'll just call armand again
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Well imma definitely need to restock before thanksgiving, I'll let you know when I'm out
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Well that must be a pain to catch
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Well the weather in cali's great. But its complexities are great. You need a car to move freely, its taxes are outrageous. But all in all its a great place. The sad part is i missing home.
##             ham                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Well then you have a great weekend!
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Well there's a pattern emerging of my friends telling me to drive up and come smoke with them and then telling me that I'm a weed fiend/make them smoke too much/impede their doing other things so you see how I'm hesitant
##             ham                                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Well there's not a lot of things happening in Lindsay on New years *sighs* Some bars in Ptbo and the blue heron has something going
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Well you told others you'd marry them...
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Well, i'm gonna finish my bath now. Have a good...fine night.
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Well, I have to leave for my class babe ... You never came back to me ... :-( ... Hope you have a nice sleep, my love
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Well, I meant as opposed to my drunken night of before
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Well, I was about to give up cos they all said no they didn‰Û÷t do one nighters. I persevered and found one but it is very cheap so i apologise in advance. It is just somewhere to sleep isnt it?
##             ham                                                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Well. Balls. Time to make calls
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Well. Im computerless. Time to make some oreo truffles
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Welp apparently he retired
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Wen ur lovable bcums angry wid u, dnt take it seriously.. Coz being angry is d most childish n true way of showing deep affection, care n luv!.. kettoda manda... Have nice day da.
##             ham                                                                                                                                                                         0.0011098779
##             spam                                                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Went fast asleep dear.take care.
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Went to ganesh dress shop
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Went to pay rent. So i had to go to the bank to authorise the payment.
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Were gonna go get some tacos
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Were somewhere on Fredericksburg
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Were trying to find a Chinese food place around here
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 What's a feathery bowa? Is that something guys have that I don't know about?
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 What's happening with you. Have you gotten a job and have you begun registration for permanent residency
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 What's nannys address? What's the significance?
##             ham            0.0002774695             0.0002774695
##             spam           0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 What's up bruv, hope you had a great break. Do have a rewarding semester.
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 What's up. Do you want me to come online? What's ur pin?
##             ham                               0.0002774695   0.0002774695
##             spam                              0.0000000000   0.0000000000
##                 v2
## sms_raw_train$v1 What's your room number again? Wanna make sure I'm knocking on the right door
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 What * u wearing?
##             ham       0.0002774695
##             spam      0.0000000000
##                 v2
## sms_raw_train$v1 What are you doing in langport? Sorry, but I'll probably be in bed by 9pm. It sucks being ill at xmas! When do you and go2sri lanka? 
##             ham                                                                                                                           0.0002774695
##             spam                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 What can i do? Might accidant tookplace between somewhere ghodbandar rd. Traffic moves slovely. So plz slip &amp; don't worry.
##             ham                                                                                                                    0.0002774695
##             spam                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 What class of  &lt;#&gt;  reunion?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 What do U want for Xmas? How about 100 free text messages & a new video phone with half price line rental? Call free now on 0800 0721072 to find out more!
##             ham                                                                                                                                                0.0000000000
##             spam                                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 What do u want when i come back?.a beautiful necklace as a token of my heart for you.thats what i will give but ONLY to MY WIFE OF MY LIKING.BE THAT AND SEE..NO ONE can give you that.dont call me.i will wait till i come.
##             ham                                                                                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 What do you do, my dog ? Must I always wait till the end of your day to have word from you ? Did you run out of time on your cell already?
##             ham                                                                                                                                0.0002774695
##             spam                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 What does the dance river do? What happen dear tell me
##             ham                   0.0002774695             0.0002774695
##             spam                  0.0000000000             0.0000000000
##                 v2
## sms_raw_train$v1 What happen dear. Why you silent. I am tensed
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 What happen to her tell the truth
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 What happened in interview? What happened to our yo date?
##             ham                 0.0002774695                  0.0002774695
##             spam                0.0000000000                  0.0000000000
##                 v2
## sms_raw_train$v1 What he said is not the matter. My mind saying some other matter is there.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 What I'm saying is if you haven't explicitly told nora I know someone I'm probably just not gonna bother
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 What i mean is do they come chase you out when its over or is it stated you can watch as many movies as you want.
##             ham                                                                                                       0.0002774695
##             spam                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 what I meant to say is cant wait to see u again getting bored of this bridgwater banter
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 What is important is that you prevent dehydration by giving her enough fluids
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 What is the plural of the noun research?
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 What is this 'hex' place you talk of? Explain!
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 what is your account number?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 What is your record for one night? :)
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 What pa tell me.. I went to bath:-)
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 What part of \\don't initiate\\" don't you understand"
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 What r u cooking me for dinner?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 What should i eat fo lunch senor What time do u get out?
##             ham                      0.0002774695            0.0002774695
##             spam                     0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 What time is ur flight tmr?
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 What time should I tell my friend to be around?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 What time you coming down later? 
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 What time you think you'll have it? Need to know when I should be near campus
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 What time you thinkin of goin?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 What time. I‰Û÷m out until prob 3 or so
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 What Today-sunday..sunday is holiday..so no work..
##             ham                                        0.0005549390
##             spam                                       0.0000000000
##                 v2
## sms_raw_train$v1 What u mean u almost done? Done wif sleeping? But i tot u going to take a nap.. Yup i send her liao so i'm picking her up at ard 4 smth lor..
##             ham                                                                                                                                   0.0002774695
##             spam                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 What u talking bout early morning? It's almost noon where your at!
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 What was she looking for?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 What will we do in the shower, baby?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 What year. And how many miles.
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 What you doing?how are you?
##             ham                 0.0005549390
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 What you need. You have a person to give na.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 What you thinked about me. First time you saw me in class.
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1 What your plan for pongal?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 whatever, im pretty pissed off.
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Whatever, juliana. Do whatever you want.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Whats that coming over the hill..... Is it a monster! Hope you have a great day. Things r going fine here, busy though! 
##             ham                                                                                                              0.0002774695
##             spam                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Whats the staff name who is taking class for us?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Whatsup there. Dont u want to sleep
##             ham                         0.0005549390
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 When're you guys getting back? G said you were thinking about not staying for mcr
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 When are you going to ride your bike?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 When can Ì_ come out?
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 When did i use soc... I use it only at home... ÌÏ dunno how 2 type it in word ar...
##             ham                                                                         0.0002774695
##             spam                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 When did you get to the library
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 When i have stuff to sell i.ll tell you
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 When Ì_ login dat time... Dad fetching Ì_ home now?
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 When is school starting. Where will you stay. What's the weather like. And the food. Do you have a social support system like friends in the school. All these things are important.
##             ham                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 When people see my msgs, They think Iam addicted to msging... They are wrong, Bcoz They don\\'t know that Iam addicted to my sweet Friends..!! BSLVYL
##             ham                                                                                                                                           0.0005549390
##             spam                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 When should I come over?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 WHEN THE FIRST STRIKE IS A RED ONE. THE BIRD + ANTELOPE BEGIN TOPLAY IN THE FIELDOF SELFINDEPENDENCE BELIEVE THIS + THE FLOWER OF CONTENTION WILL GROW.RANDOM!
##             ham                                                                                                                                                    0.0002774695
##             spam                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 When u love someone Dont make them to love u as much as u do. But Love them so much that they dont want to be loved by anyone except you... Gud nit.
##             ham                                                                                                                                          0.0002774695
##             spam                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 When u wana see it then
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 When you are big..| God will bring success.
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 When you came to hostel.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Whenevr ur sad, Whenevr ur gray, Remembr im here 2 listn 2 watevr u wanna say, Jus walk wid me a little while,&amp; I promise I'll bring back ur smile.:-)
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Where's my boytoy? I miss you ... What happened?
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1      Where @
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Where are the garage keys? They aren't on the bookshelf
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 Where are you ? What are you doing ? Are yuou working on getting the pc to your mom's ? Did you find a spot that it would work ? I need you
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Where are you ? What do you do ? How can you stand to be away from me ? Doesn't your heart ache without me ? Don't you wonder of me ? Don't you crave me ?
##             ham                                                                                                                                                0.0002774695
##             spam                                                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Where are you ? You said you would be here when I woke ... :-(
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Where are you call me.
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Where are you lover ? I need you ...
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Where are you?when wil you reach here?
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Where at were hungry too
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Where can download clear movies. Dvd copies.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Where did u go? My phone is gonna die you have to stay in here
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Where do you need to go to get it?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Where in abj are you serving. Are you staying with dad or alone.
##             ham                                                      0.0002774695
##             spam                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Where is it. Is there any opening for mca.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Where is that one day training:-) Where r we meeting?
##             ham                       0.0002774695        0.0002774695
##             spam                      0.0000000000        0.0000000000
##                 v2
## sms_raw_train$v1 Where u been hiding stranger?
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Where wuld I be without my baby? The thought alone mite break me and I donåÕt wanna go crazy but everyboy needs his lady xxxxxxxx
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Wherre's my boytoy ? :-(
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Which is weird because I know I had it at one point
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Which is why i never wanted to tell you any of this. Which is why i'm so short with you and on-edge as of late.
##             ham                                                                                                     0.0002774695
##             spam                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 WHITE FUDGE OREOS ARE IN STORES
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Who's there say hi to our drugdealer WHO ARE YOU SEEING?
##             ham                          0.0002774695        0.0002774695
##             spam                         0.0000000000        0.0000000000
##                 v2
## sms_raw_train$v1 Who u talking about?
##             ham          0.0002774695
##             spam         0.0000000000
##                 v2
## sms_raw_train$v1 Who were those people ? Were you in a tour ? I thought you were doing that sofa thing you sent me ? Your curious sugar
##             ham                                                                                                            0.0002774695
##             spam                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Whom you waited for yesterday WHORE YOU ARE UNBELIEVABLE.
##             ham                   0.0002774695                0.0002774695
##             spam                  0.0000000000                0.0000000000
##                 v2
## sms_raw_train$v1 Whos this am in class:-) Why are u up so early?
##             ham              0.0002774695           0.0002774695
##             spam             0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Why de. You looking good only:-)..
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Why do you ask princess?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Why don't you go tell your friend you're not sure you want to live with him because he smokes too much then spend hours begging him to come smoke
##             ham                                                                                                                                       0.0002774695
##             spam                                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Why i come in between you people
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Why is that, princess? I bet the brothas are all chasing you!
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Why must we sit around and wait for summer days to celebrate. Such a magical sight when the worlds dressed in white. Oooooh let there be snow.
##             ham                                                                                                                                    0.0002774695
##             spam                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Why nothing. Ok anyway give me treat
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Why she wants to talk to me
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Why tired what special there you had
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Why you Dint come with us.
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Why you keeping me away like this
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Wife.how she knew the time of murder exactly
##             ham                                  0.0008324084
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Will be out of class in a few hours. Sorry
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Will do, you gonna be at blake's all night? I might be able to get out of here a little early
##             ham                                                                                   0.0002774695
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Will do. Was exhausted on train this morning. Too much wine and pie. You sleep well too
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Will it help if we propose going back again tomorrow
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Will purchase d stuff today and mail to you. Do you have a po box number?
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Will u meet ur dream partner soon? Is ur career off 2 a flyng start? 2 find out free, txt HORO followed by ur star sign, e. g. HORO ARIES
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Will you be here for food will you like to be spoiled? :)
##             ham               0.0002774695                    0.0002774695
##             spam              0.0000000000                    0.0000000000
##                 v2
## sms_raw_train$v1 Win a å£1000 cash prize or a prize worth å£5000
##             ham                                     0.0000000000
##             spam                                    0.0017699115
##                 v2
## sms_raw_train$v1 WIN a year supply of CDs 4 a store of ur choice worth å£500 & enter our å£100 Weekly draw txt MUSIC to 87066 Ts&Cs www.Ldew.com.subs16+1win150ppmx3
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0035398230
##                 v2
## sms_raw_train$v1 Win the newest ‰ÛÏHarry Potter and the Order of the Phoenix (Book 5) reply HARRY, answer 5 questions - chance to be the first among readers!
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 Win the newest åÒHarry Potter and the Order of the Phoenix (Book 5) reply HARRY, answer 5 questions - chance to be the first among readers!
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 WIN URGENT! Your mobile number has been awarded with a å£2000 prize GUARANTEED call 09061790121 from land line. claim 3030 valid 12hrs only 150ppm 
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 WIN: We have a winner! Mr. T. Foley won an iPod! More exciting prizes soon, so keep an eye on ur mobile or visit www.win-82050.co.uk
##             ham                                                                                                                          0.0000000000
##             spam                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 WINNER! As a valued network customer you hvae been selected to receive a å£900 reward! To collect call 09061701444. Valid 24 hours only. ACL03530150PM
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 WINNER!! As a valued network customer you have been selected to receivea å£900 prize reward! To claim call 09061701461. Claim code KL341. Valid 12 hours only.
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 Wish i were with you now!
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Wish u many many returns of the day.. Happy birthday vikky..
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Wishing you and your family Merry \\X\\" mas and HAPPY NEW Year in advance.."
##             ham                                                                   0.0008324084
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 wiskey Brandy Rum Gin Beer Vodka Scotch Shampain Wine \\KUDI\\"yarasu dhina vaazhthukkal. .."
##             ham                                                                                   0.0005549390
##             spam                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 WOT U UP 2 J? Wot u up 2 u weirdo?
##             ham   0.0002774695         0.0002774695
##             spam  0.0000000000         0.0000000000
##                 v2
## sms_raw_train$v1 Wot u up 2? Thout u were gonna call me!! Txt bak luv K
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 WOT U WANNA DO THEN MISSY?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Would me smoking you out help us work through this difficult time
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Would really appreciate if you call me. Just need someone to talk to.
##             ham                                                           0.0002774695
##             spam                                                          0.0000000000
##                 v2
## sms_raw_train$v1 would u fuckin believe it they didnt know i had thurs pre booked off so they re cancelled me AGAIN! that needs to b sacked
##             ham                                                                                                                0.0002774695
##             spam                                                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Would you like to see my XXX pics they are so hot they were nearly banned in the uk!
##             ham                                                                          0.0000000000
##             spam                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 Wow ... I love you sooo much, you know ? I can barely stand it ! I wonder how your day goes and if you are well, my love ... I think of you and miss you
##             ham                                                                                                                                              0.0002774695
##             spam                                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Wow v v impressed. Have funs shopping!
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 WOW! The Boys R Back. TAKE THAT 2007 UK Tour. Win VIP Tickets & pre-book with VIP Club. Txt CLUB to 81303. Trackmarque Ltd info@vipclub4u.
##             ham                                                                                                                                0.0000000000
##             spam                                                                                                                               0.0017699115
##                 v2
## sms_raw_train$v1 Wow. I never realized that you were so embarassed by your accomodations. I thought you liked it, since i was doing the best i could and you always seemed so happy about \\the cave\\". I'm sorry I didn't and don't have more to give. I'm sorry i offered. I'm sorry your room was so embarassing."
##             ham                                                                                                                                                                                                                                                                                           0.0002774695
##             spam                                                                                                                                                                                                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 wow. You're right! I didn't mean to do that. I guess once i gave up on boston men and changed my search location to nyc, something changed. Cuz on my signin page it still says boston.
##             ham                                                                                                                                                                             0.0002774695
##             spam                                                                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 X2  &lt;#&gt; . Are you going to get that
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 XCLUSIVE@CLUBSAISAI 2MOROW 28/5 SOIREE SPECIALE ZOUK WITH NICHOLS FROM PARIS.FREE ROSES 2 ALL LADIES !!! info: 07946746291/07880867867 
##             ham                                                                                                                             0.0000000000
##             spam                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 Xmas & New Years Eve tickets are now on sale from the club, during the day from 10am till 8pm, and on Thurs, Fri & Sat night this week. They're selling fast!
##             ham                                                                                                                                                   0.0000000000
##             spam                                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 Xmas Offer! Latest Motorola, SonyEricsson & Nokia & FREE Bluetooth or DVD! Double Mins & 1000 Txt on Orange. Call MobileUpd8 on 08000839402 or call2optout/4QF2
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 XMAS Prize draws! We are trying to contact U. Todays draw shows that you have won a å£2000 prize GUARANTEED. Call 09058094565 from land line. Valid 12hrs only
##             ham                                                                                                                                                    0.0000000000
##             spam                                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 XXXMobileMovieClub: To use your credit, click the WAP link in the next txt message or click here>> http://wap. xxxmobilemovieclub.com?n=QJKGIGHJJGCBL
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Y dun cut too short leh. U dun like ah? She failed. She's quite sad.
##             ham                                                          0.0002774695
##             spam                                                         0.0000000000
##                 v2
## sms_raw_train$v1 Y Ì_ wan to go there? C doctor?       Y lei?
##             ham                     0.0002774695 0.0002774695
##             spam                    0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Y so late but i need to go n get da laptop...
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Y?WHERE U AT DOGBREATH? ITS JUST SOUNDING LIKE JAN C THATåÕS AL!!!!!!!!!
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Ya even those cookies have jelly on them
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Ya had just now.onion roast. Ya it came a while ago
##             ham                  0.0002774695           0.0002774695
##             spam                 0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Ya just telling abt tht incident..
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 Ya ok, then had dinner?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Ya ok, vikky vl c witin  &lt;#&gt; mins and il reply u..
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Ya srsly better than yi tho Ya tel, wats ur problem..
##             ham                 0.0002774695              0.0002774695
##             spam                0.0000000000              0.0000000000
##                 v2
## sms_raw_train$v1 Ya that one is slow as poo
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Ya they are well and fine., BBD(pooja) full pimples..even she become quite black..and ur rite here its too cold, wearing sweatter..
##             ham                                                                                                                         0.0002774695
##             spam                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Ya very nice. . .be ready on thursday
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Ya! when are Ì_ taking ure practical lessons? I start in june..  
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Ya, told..she was asking wats matter?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Ya:)going for restaurant..
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Yalru lyfu astne chikku.. Bt innu mundhe lyf ali halla ke bilo (marriage)program edhae, so lyf is nt yet ovr chikku..ali vargu lyfu meow meow:-D
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yar else i'll thk of all sorts of funny things.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yar he quite clever but aft many guesses lor. He got ask me 2 bring but i thk darren not so willing 2 go. Aiya they thk leona still not attach wat.
##             ham                                                                                                                                         0.0002774695
##             spam                                                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yar i wanted 2 scold u yest but late already... I where got zhong se qing you? If u ask me b4 he ask me then i'll go out w u all lor. N u still can act so real.
##             ham                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yar lor actually we quite fast... Cos da ge slow wat... Haha...
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yar lor he wan 2 go c horse racing today mah, so eat earlier lor. I ate chicken rice. U?
##             ham                                                                              0.0002774695
##             spam                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yar lor wait 4 my mum 2 finish sch then have lunch lor... I whole morning stay at home clean my room now my room quite clean... Hee...
##             ham                                                                                                                            0.0002774695
##             spam                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yar lor... Keep raining non stop... Or u wan 2 go elsewhere?
##             ham                                                  0.0002774695
##             spam                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yavnt tried yet and never played original either
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 yay! finally lol. i missed our cinema trip last week :-(
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yay! You better not have told that to 5 other girls either.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yeah but which is worse for i
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Yeah confirmed for you staying at  that weekend
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yeah do! Don‰Û÷t stand to close tho- you‰Û÷ll catch something!
##             ham                                                    0.0002774695
##             spam                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Yeah get the unlimited
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Yeah go on then, bored and depressed sittin waitin for phone to ring... Hope the wind drops though, scary
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yeah he got in at 2 and was v apologetic. n had fallen out and she was actin like spoilt child and he got caught up in that. Till 2! But we won't go there! Not doing too badly cheers. You? 
##             ham                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Yeah hopefully, if tyler can't do it I could maybe ask around a bit
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah I'll try to scrounge something up
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Yeah I am, so I'll leave maybe 7ish?
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Yeah I don't see why not
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Yeah I think my usual guy's still passed out from last night, if you get ahold of anybody let me know and I'll throw down
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yeah if we do have to get a random dude we need to change our info sheets to PARTY  &lt;#&gt; /7 NEVER STUDY just to be safe
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yeah imma come over cause jay wants to do some drugs
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Yeah jay's sort of a fucking retard
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah like if it goes like it did with my friends imma flip my shit in like half an hour
##             ham                                                                             0.0002774695
##             spam                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Yeah my usual guy's out of town but there're definitely people around I know
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yeah no probs - last night is obviously catching up with you... Speak soon 
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yeah probably, I still gotta check out with leo
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yeah right! I'll bring my tape measure fri!
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Yeah sure I'll leave in a min
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Yeah sure, give me a couple minutes to track down my wallet
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yeah that'd pretty much be the best case scenario
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Yeah that's the impression I got
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Yeah that's what I thought, lemme know if anything's goin on later
##             ham                                                        0.0002774695
##             spam                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Yeah there's barely enough room for the two of us, x has too many fucking shoes. Sorry man, see you later
##             ham                                                                                               0.0002774695
##             spam                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yeah there's quite a bit left, I'll swing by tomorrow when I get up
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah we do totes. When u wanna?
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Yeah we wouldn't leave for an hour at least, how's 4 sound?
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yeah whatever lol Yeah why not, is the gang all ready
##             ham       0.0002774695                        0.0002774695
##             spam      0.0000000000                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah you should. I think you can use your gt atm now to register. Not sure but if there's anyway i can help let me know. But when you do be sure you are ready.
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, don't go to bed, I'll be back before midnight
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, I'll leave in a couple minutes &amp; let you know when I get to mu
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, in fact he just asked if we needed anything like an hour ago. When and how much?
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, probably but not sure. Ilol let u know, but personally I wuldnt bother, then again if ur goin to then I mite as well!!
##             ham                                                                                                                  0.0002774695
##             spam                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, probably earlier than that
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, that's fine! It's å£6 to get in, is that ok? 
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, we can probably swing by once my roommate finishes up with his girl
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, we got one lined up for us
##             ham                      0.0002774695
##             spam                     0.0000000000
##                 v2
## sms_raw_train$v1 Yeah, where's your class at?
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Yeah. I got a list with only u and Joanna if I'm feeling really anti social
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yep then is fine 7.30 or 8.30 for ice age.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Yep, at derek's house now, see you Sunday &lt;3
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yep, by the pretty sculpture
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Yep, the great loxahatchee xmas tree burning of  &lt;#&gt;  starts in an hour
##             ham                                                                   0.0002774695
##             spam                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Yep. I do like the pink furniture tho.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Yes :)it completely in out of form:)clark also utter waste.
##             ham                                                 0.0005549390
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yes ammae....life takes lot of turns you can only sit and try to hold the steering...
##             ham                                                                           0.0002774695
##             spam                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Yes baby! We can study all the positions of the kama sutra ;)
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Yes but can we meet in town cos will go to gep and then home. You could text at bus stop. And don't worry we'll have finished by march ‰Û_ ish!
##             ham                                                                                                                                     0.0002774695
##             spam                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yes but I don't care cause I know its there!
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yes but i dont care! I need you bad, princess!
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Yes da. Any plm at ur office
##             ham                  0.0002774695
##             spam                 0.0000000000
##                 v2
## sms_raw_train$v1 Yes I know the cheesy songs from frosty the snowman :)
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yes I posted a couple of pics on fb. There's still snow outside too. I'm just waking up :)
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Yes I started to send requests to make it but pain came back so I'm back in bed. Double coins at the factory too. I gotta cash in all my nitros.
##             ham                                                                                                                                      0.0002774695
##             spam                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yes i think so. I am in office but my lap is in room i think thats on for the last few days. I didnt shut that down
##             ham                                                                                                         0.0002774695
##             spam                                                                                                        0.0000000000
##                 v2
## sms_raw_train$v1 Yes i thought so. Thanks.
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 Yes i will be there. Glad you made it.
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 Yes obviously, but you are the eggs-pert and the potato head‰Û_ Speak soon! 
##             ham                                                                  0.0002774695
##             spam                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yes princess! I want to catch you with my big strong hands...
##             ham                                                   0.0002774695
##             spam                                                  0.0000000000
##                 v2
## sms_raw_train$v1 Yes princess! I want to make you happy...
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 Yes see ya not on the dot Yes there were many sweets
##             ham               0.0002774695               0.0002774695
##             spam              0.0000000000               0.0000000000
##                 v2
## sms_raw_train$v1 Yes watching footie but worried we're going to blow it - Phil Neville?
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yes we are chatting too.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Yes we were outside for like 2 hours. And I called my whole family to wake them up cause it started at 1 am
##             ham                                                                                                 0.0002774695
##             spam                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yes! How is a pretty lady like you single?
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Yes! I am a one woman man! Please tell me your likes and dislikes in bed...
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 YES! The only place in town to meet exciting adult singles is now in the UK. Txt CHAT to 86688 now! 150p/Msg.
##             ham                                                                                                   0.0000000000
##             spam                                                                                                  0.0035398230
##                 v2
## sms_raw_train$v1 Yes, i'm small kid.. And boost is the secret of my energy..
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yes, my reg is  Ciao!
##             ham           0.0002774695
##             spam          0.0000000000
##                 v2
## sms_raw_train$v1 Yes, princess. Are you going to make me moan?
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 Yes, princess. Toledo. Yes. It's all innocent fun. O:-)
##             ham            0.0002774695                     0.0002774695
##             spam           0.0000000000                     0.0000000000
##                 v2
## sms_raw_train$v1 Yes. Last  practice Yes. Nigh you cant aha.
##             ham         0.0002774695            0.0002774695
##             spam        0.0000000000            0.0000000000
##                 v2
## sms_raw_train$v1 Yes. that will be fine. Love you. Be safe.
##             ham                                0.0002774695
##             spam                               0.0000000000
##                 v2
## sms_raw_train$v1 Yes. They replied my mail. I'm going to the management office later. Plus will in to bank later also.or on wednesday.
##             ham                                                                                                           0.0002774695
##             spam                                                                                                          0.0000000000
##                 v2
## sms_raw_train$v1 Yes.. now only saw your message..
##             ham                       0.0002774695
##             spam                      0.0000000000
##                 v2
## sms_raw_train$v1 Yes..but they said its IT.,
##             ham                 0.0002774695
##             spam                0.0000000000
##                 v2
## sms_raw_train$v1 Yes..gauti and sehwag out of odi series.
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 Yes..he is really great..bhaji told kallis best cricketer after sachin in world:).very tough to get out.
##             ham                                                                                              0.0005549390
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yes.he have good crickiting mind Yes.i'm in office da:)
##             ham                      0.0002774695           0.0002774695
##             spam                     0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Yes.mum lookin strong:)
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Yes:)from last week itself i'm taking live call.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yes:)here tv is always available in work place..
##             ham                                      0.0005549390
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yes:)sura in sun tv.:)lol.
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 Yesterday its with me only . Now am going home.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yetunde i'm in class can you not run water on it to make it ok. Pls now.
##             ham                                                              0.0002774695
##             spam                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yetunde, i'm sorry but moji and i seem too busy to be able to go shopping. Can you just please find some other way to get what you wanted us to get. Please forgive me. You can reply free via yahoo messenger.
##             ham                                                                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yo carlos, a few friends are already asking me about you, you working at all this weekend?
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Yo chad which gymnastics class do you wanna take? The site says Christians class is full..
##             ham                                                                                0.0002774695
##             spam                                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Yo do you know anyone  &lt;#&gt;  or otherwise able to buy liquor? Our guy flaked and right now if we don't get a hold of somebody its just 4 loko all night
##             ham                                                                                                                                                  0.0002774695
##             spam                                                                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yo dude guess who just got arrested the other day
##             ham                                       0.0002774695
##             spam                                      0.0000000000
##                 v2
## sms_raw_train$v1 Yo guess what I just dropped Yo im right by yo work
##             ham                  0.0002774695           0.0002774695
##             spam                 0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 Yo my trip got postponed, you still stocked up?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yo theres no class tmrw right?
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 Yo we are watching a movie on netflix
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 YO YO YO BYATCH WHASSUP?
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Yo you guys ever figure out how much we need for alcohol? Jay and I are trying to figure out how much we can safely spend on weed
##             ham                                                                                                                       0.0002774695
##             spam                                                                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Yo! Howz u? girls never rang after india. L
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Yo, any way we could pick something up tonight?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yo, call me when you get the chance, a friend of mine wanted me to ask you about a big order
##             ham                                                                                  0.0002774695
##             spam                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yo, I'm at my parents' gettin cash. Good news: we picked up a downstem
##             ham                                                            0.0002774695
##             spam                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yo, the game almost over? Want to go to walmart soon
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Yo, you around? Just got my car back
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Yo, you at jp and hungry like a mofo?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Yo, you gonna still be in stock tomorrow/today? I'm trying to get a dubsack
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 You'll not rcv any more msgs from the chat svc. For FREE Hardcore services text GO to: 69988 If u get nothing u must Age Verify with yr network & try again
##             ham                                                                                                                                                 0.0000000000
##             spam                                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 You're not sure that I'm not trying to make xavier smoke because I don't want to smoke after being told I smoke too much?
##             ham                                                                                                               0.0002774695
##             spam                                                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 You're right I have now that I think about it
##             ham                                   0.0002774695
##             spam                                  0.0000000000
##                 v2
## sms_raw_train$v1 You've always been the brainy one.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 You've won tkts to the EURO2004 CUP FINAL or å£800 CASH, to collect CALL 09058099801 b4190604, POBOX 7876150ppm
##             ham                                                                                                     0.0000000000
##             spam                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 YOU 07801543489 are guaranteed the latests Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word:COLLECT to No:83355! TC-LLC NY-USA 150p/Mt msgrcvd18+
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You all ready for * big day tomorrow?
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 You always make things bigger than they are
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 You are a å£1000 winner or Guaranteed Caller Prize, this is our Final attempt to contact you! To Claim Call 09071517866 Now! 150ppmPOBox10183BhamB64XE
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0017699115
##                 v2
## sms_raw_train$v1 You are a very very very very bad girl. Or lady.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 You are a winner U have been specially selected 2 receive å£1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810810
##             ham                                                                                                                                        0.0000000000
##             spam                                                                                                                                       0.0035398230
##                 v2
## sms_raw_train$v1 You are a winner U have been specially selected 2 receive å£1000 or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810910p/min (18+) 
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 You are a winner you have been specially selected to receive å£1000 cash or a å£2000 award. Speak to a live operator to claim call 087123002209am-7pm. Cost 10p
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You are a winner you have been specially selected to receive å£1000 cash or a å£2000 award. Speak to a live operator to claim call 087147123779am-7pm. Cost 10p
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You are always putting your business out there. You put pictures of your ass on facebook. You are one of the most open people i've ever met. Why would i think a picture of your room would hurt you, make you feel violated.
##             ham                                                                                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 You are awarded a SiPix Digital Camera! call 09061221061 from landline. Delivery within 28days. T Cs Box177. M221BP. 2yr warranty. 150ppm. 16 . p på£3.99
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 You are being contacted by our dating service by someone you know! To find out who it is, call from a land line 09050000878. PoBox45W2TG150P
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 You are being contacted by our dating service by someone you know! To find out who it is, call from a land line 09050000928. PoBox45W2TG150P
##             ham                                                                                                                                  0.0000000000
##             spam                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 You are being contacted by our Dating Service by someone you know! To find out who it is, call from your mobile or landline 09064017305 PoBox75LDNS7 
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 YOU ARE CHOSEN TO RECEIVE A å£350 AWARD! Pls call claim number 09066364311 to collect your award which you are selected to receive as a valued mobile customer.
##             ham                                                                                                                                                     0.0000000000
##             spam                                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You are everywhere dirt, on the floor, the windows, even on my shirt. And sometimes when i open my mouth, you are all that comes flowing out. I dream of my world without you, then half my chores are out too. A time of joy for me, lots of tv shows i.ll see. But i guess like all things you just must exist, like rain, hail and mist, and when my time here is done, you and i become one.
##             ham                                                                                                                                                                                                                                                                                                                                                                                      0.0002774695
##             spam                                                                                                                                                                                                                                                                                                                                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 You are guaranteed the latest Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word: COLLECT to No: 83355! IBHltd LdnW15H 150p/Mtmsgrcvd18
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 You are guaranteed the latest Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word: COLLECT to No: 83355! IBHltd LdnW15H 150p/Mtmsgrcvd18+
##             ham                                                                                                                                          0.0000000000
##             spam                                                                                                                                         0.0017699115
##                 v2
## sms_raw_train$v1 You are not bothering me but you have to trust my answers. Pls.
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 You are now unsubscribed all services. Get tons of sexy babes or hunks straight to your phone! go to http://gotbabes.co.uk. No subscriptions.
##             ham                                                                                                                                   0.0000000000
##             spam                                                                                                                                  0.0017699115
##                 v2
## sms_raw_train$v1 You are right though. I can't give you the space you want and need. This is really starting to become an issue. I was going to suggest setting a definite move out--if i'm still there-- after greece. But maybe you are ready and should do it now.
##             ham                                                                                                                                                                                                                                          0.0002774695
##             spam                                                                                                                                                                                                                                         0.0000000000
##                 v2
## sms_raw_train$v1 You are right. Meanwhile how's project twins comin up
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 you are sweet as well, princess. Please tell me your likes and dislikes in bed...
##             ham                                                                       0.0002774695
##             spam                                                                      0.0000000000
##                 v2
## sms_raw_train$v1 You aren't coming home between class, right? I need to work out and shower!
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 You at mu? You should try to figure out how much money everyone has for gas and alcohol, jay and I are trying to figure out our weed budget
##             ham                                                                                                                                 0.0002774695
##             spam                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 You available now? I'm like right around hillsborough &amp;  &lt;#&gt; th
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 You bad girl. I can still remember them
##             ham                             0.0002774695
##             spam                            0.0000000000
##                 v2
## sms_raw_train$v1 You busy or can I come by at some point and figure out what we're doing tomorrow
##             ham                                                                      0.0002774695
##             spam                                                                     0.0000000000
##                 v2
## sms_raw_train$v1 You call him now ok i said call him
##             ham                         0.0002774695
##             spam                        0.0000000000
##                 v2
## sms_raw_train$v1 You call times job today ok umma and ask them to speed up
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 You can jot down things you want to remember later.
##             ham                                         0.0002774695
##             spam                                        0.0000000000
##                 v2
## sms_raw_train$v1 You can never do NOTHING
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 You can stop further club tones by replying \\STOP MIX\\" See my-tone.com/enjoy. html for terms. Club tones cost GBP4.50/week. MFL
##             ham                                                                                                                        0.0000000000
##             spam                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 You could have seen me..i did't recognise you Face.:)
##             ham                                           0.0002774695
##             spam                                          0.0000000000
##                 v2
## sms_raw_train$v1 You didn't have to tell me that...now i'm thinking. Plus he's going to stop all your runs
##             ham                                                                               0.0002774695
##             spam                                                                              0.0000000000
##                 v2
## sms_raw_train$v1 You do got a shitload of diamonds though
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 You do what all you like You dont know you jabo me abi.
##             ham              0.0002774695                   0.0002774695
##             spam             0.0000000000                   0.0000000000
##                 v2
## sms_raw_train$v1 You flippin your shit yet?
##             ham                0.0002774695
##             spam               0.0000000000
##                 v2
## sms_raw_train$v1 You getting back any time soon? You got called a tool?
##             ham                     0.0002774695           0.0002774695
##             spam                    0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 You got job in wipro:)you will get every thing in life in 2 or 3 years.
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 You have 1 new message. Please call 08712400200.
##             ham                                      0.0000000000
##             spam                                     0.0017699115
##                 v2
## sms_raw_train$v1 You have 1 new message. Please call 08718738034.
##             ham                                      0.0000000000
##             spam                                     0.0017699115
##                 v2
## sms_raw_train$v1 You have 1 new voicemail. Please call 08719181503
##             ham                                       0.0000000000
##             spam                                      0.0017699115
##                 v2
## sms_raw_train$v1 You have 1 new voicemail. Please call 08719181513.
##             ham                                        0.0000000000
##             spam                                       0.0035398230
##                 v2
## sms_raw_train$v1 You have an important customer service announcement from PREMIER.
##             ham                                                       0.0000000000
##             spam                                                      0.0017699115
##                 v2
## sms_raw_train$v1 You have an important customer service announcement from PREMIER. Call FREEPHONE 0800 542 0578 now!
##             ham                                                                                         0.0000000000
##             spam                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 You have an important customer service announcement. Call FREEPHONE 0800 542 0825 now!
##             ham                                                                            0.0000000000
##             spam                                                                           0.0035398230
##                 v2
## sms_raw_train$v1 You have been selected to stay in 1 of 250 top British hotels - FOR NOTHING! Holiday Worth å£350! To Claim, Call London 02072069400. Bx 526, SW73SS
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 You have been specially selected to receive a \\3000 award! Call 08712402050 BEFORE the lines close. Cost 10ppm. 16+. T&Cs apply. AG Promo"
##             ham                                                                                                                                 0.0000000000
##             spam                                                                                                                                0.0017699115
##                 v2
## sms_raw_train$v1 You have been specially selected to receive a 2000 pound award! Call 08712402050 BEFORE the lines close. Cost 10ppm. 16+. T&Cs apply. AG Promo
##             ham                                                                                                                                    0.0000000000
##             spam                                                                                                                                   0.0017699115
##                 v2
## sms_raw_train$v1 You have come into my life and brought the sun ..Shiny down on me, warming my heart. Putting a constant smile on my face ... Making me feel loved and cared for
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 You have got tallent but you are wasting.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 You have registered Sinco as Payee. Log in at icicibank.com and enter URN  &lt;#&gt;  to confirm. Beware of frauds. Do NOT share or disclose URN to anyone.
##             ham                                                                                                                                                 0.0005549390
##             spam                                                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 You have won ?1,000 cash or a ?2,000 prize! To claim, call09050000327
##             ham                                                           0.0000000000
##             spam                                                          0.0017699115
##                 v2
## sms_raw_train$v1 You have won ?1,000 cash or a ?2,000 prize! To claim, call09050000327. T&C: RSTM, SW7 3SS. 150ppm
##             ham                                                                                       0.0000000000
##             spam                                                                                      0.0017699115
##                 v2
## sms_raw_train$v1 You have WON a guaranteed å£1000 cash or a å£2000 prize. To claim yr prize call our customer service representative on 08714712379 between 10am-7pm Cost 10p
##             ham                                                                                                                                                  0.0000000000
##             spam                                                                                                                                                 0.0017699115
##                 v2
## sms_raw_train$v1 You have WON a guaranteed å£1000 cash or a å£2000 prize. To claim yr prize call our customer service representative on 08714712394 between 10am-7pm
##             ham                                                                                                                                         0.0000000000
##             spam                                                                                                                                        0.0017699115
##                 v2
## sms_raw_train$v1 You have WON a guaranteed å£1000 cash or a å£2000 prize.To claim yr prize call our customer service representative on
##             ham                                                                                                           0.0000000000
##             spam                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 You have won a guaranteed å£200 award or even å£1000 cashto claim UR award call free on 08000407165 (18+) 2 stop getstop on 88222 PHP
##             ham                                                                                                                           0.0000000000
##             spam                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 You have won a guaranteed å£200 award or even å£1000 cashto claim UR award call free on 08000407165 (18+) 2 stop getstop on 88222 PHP. RG21 4JX
##             ham                                                                                                                                     0.0000000000
##             spam                                                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You have won a Nokia 7250i. This is what you get when you win our FREE auction. To take part send Nokia to 86021 now. HG/Suite342/2Lands Row/W1JHL 16+
##             ham                                                                                                                                            0.0000000000
##             spam                                                                                                                                           0.0035398230
##                 v2
## sms_raw_train$v1 You have won a Nokia 7250i. This is what you get when you win our FREE auction. To take part send Nokia to 86021 now. HG/Suite342/2Lands Row/W1JHL 16+ 
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 YOU HAVE WON! As a valued Vodafone customer our computer has picked YOU to win a å£150 prize. To collect is easy. Just call 09061743386
##             ham                                                                                                                             0.0000000000
##             spam                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 You in your room? I need a few
##             ham                    0.0002774695
##             spam                   0.0000000000
##                 v2
## sms_raw_train$v1 You intrepid duo you! Have a great time and see you both soon. 
##             ham                                                     0.0002774695
##             spam                                                    0.0000000000
##                 v2
## sms_raw_train$v1 You know there is. I shall speak to you in  &lt;#&gt;  minutes then
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 You know what hook up means right?
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 You lifted my hopes with the offer of money. I am in need. Especially when the end of the month approaches and it hurts my studying. Anyways have a gr8 weekend
##             ham                                                                                                                                                     0.0002774695
##             spam                                                                                                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 You made my day. Do have a great day too.
##             ham                               0.0002774695
##             spam                              0.0000000000
##                 v2
## sms_raw_train$v1 You might want to pull out more just in case and just plan on not spending it if you can, I don't have much confidence in derek and taylor's money management
##             ham                                                                                                                                                   0.0002774695
##             spam                                                                                                                                                  0.0000000000
##                 v2
## sms_raw_train$v1 You need to get up. Now.
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 You only hate me. You can call any but you didnt accept even a single call of mine. Or even you messaged
##             ham                                                                                              0.0002774695
##             spam                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 You please give us connection today itself before  &lt;DECIMAL&gt;  or refund the bill
##             ham                                                                            0.0002774695
##             spam                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 You said not now. No problem. When you can. Let me know.
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 You said to me before i went back to bed that you can't sleep for anything.
##             ham                                                                 0.0002774695
##             spam                                                                0.0000000000
##                 v2
## sms_raw_train$v1 You see the requirements please
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 You should change your fb to jaykwon thuglyfe falconerf
##             ham                                             0.0002774695
##             spam                                            0.0000000000
##                 v2
## sms_raw_train$v1 You should know now. So how's anthony. Are you bringing money. I've school fees to pay and rent and stuff like that. Thats why i need your help. A friend in need....|
##             ham                                                                                                                                                            0.0002774695
##             spam                                                                                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 You stayin out of trouble stranger!!saw Dave the other day heåÕs sorted now!still with me bloke when u gona get a girl MR!ur mum still Thinks we will get 2GETHA! 
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 You still at grand prix? You still at the game?
##             ham              0.0002774695           0.0002774695
##             spam             0.0000000000           0.0000000000
##                 v2
## sms_raw_train$v1 You still coming tonight?
##             ham               0.0002774695
##             spam              0.0000000000
##                 v2
## sms_raw_train$v1 You sure your neighbors didnt pick it up
##             ham                              0.0002774695
##             spam                             0.0000000000
##                 v2
## sms_raw_train$v1 You tell what happen dont behave like this to me. Ok no need to say
##             ham                                                         0.0002774695
##             spam                                                        0.0000000000
##                 v2
## sms_raw_train$v1 You unbelievable faglord You want to go? 
##             ham              0.0002774695     0.0002774695
##             spam             0.0000000000     0.0000000000
##                 v2
## sms_raw_train$v1 You were supposed to wake ME up &gt;:(
##             ham                            0.0002774695
##             spam                           0.0000000000
##                 v2
## sms_raw_train$v1 You will be in the place of that man
##             ham                          0.0008324084
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 You will be receiving this week's Triple Echo ringtone shortly. Enjoy it!
##             ham                                                               0.0000000000
##             spam                                                              0.0017699115
##                 v2
## sms_raw_train$v1 You will go to walmart. I.ll stay.
##             ham                        0.0002774695
##             spam                       0.0000000000
##                 v2
## sms_raw_train$v1 You will recieve your tone within the next 24hrs. For Terms and conditions please see Channel U Teletext Pg 750
##             ham                                                                                                     0.0000000000
##             spam                                                                                                    0.0017699115
##                 v2
## sms_raw_train$v1 You won't believe it but it's true. It's Incredible Txts! Reply G now to learn truly amazing things that will blow your mind. From O2FWD only 18p/txt
##             ham                                                                                                                                           0.0000000000
##             spam                                                                                                                                          0.0017699115
##                 v2
## sms_raw_train$v1 Your 2004 account for 07XXXXXXXXX shows 786 unredeemed points. To claim call 08719181259 Identifier code: XXXXX Expires 26.03.05
##             ham                                                                                                                      0.0000000000
##             spam                                                                                                                     0.0017699115
##                 v2
## sms_raw_train$v1 Your account has been credited with 500 FREE Text Messages. To activate, just txt the word: CREDIT to No: 80488 T&Cs www.80488.biz
##             ham                                                                                                                        0.0000000000
##             spam                                                                                                                       0.0017699115
##                 v2
## sms_raw_train$v1 Your account has been refilled successfully by INR  &lt;DECIMAL&gt; . Your KeralaCircle prepaid account balance is Rs  &lt;DECIMAL&gt; . Your Transaction ID is KR &lt;#&gt; .
##             ham                                                                                                                                                                    0.0005549390
##             spam                                                                                                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Your B4U voucher w/c 27/03 is MARSMS. Log onto www.B4Utele.com for discount credit. To opt out reply stop. Customer care call 08717168528
##             ham                                                                                                                               0.0000000000
##             spam                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Your bill at 3 is å£33.65 so thats not bad!
##             ham                                 0.0002774695
##             spam                                0.0000000000
##                 v2
## sms_raw_train$v1 Your board is working fine. The issue of overheating is also reslove. But still software inst is pending. I will come around 8'o clock.
##             ham                                                                                                                             0.0002774695
##             spam                                                                                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Your brother is a genius
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 YOUR CHANCE TO BE ON A REALITY FANTASY SHOW call now = 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national = rate call
##             ham                                                                                                                                             0.0000000000
##             spam                                                                                                                                            0.0017699115
##                 v2
## sms_raw_train$v1 YOUR CHANCE TO BE ON A REALITY FANTASY SHOW call now = 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national = rate call.
##             ham                                                                                                                                              0.0000000000
##             spam                                                                                                                                             0.0017699115
##                 v2
## sms_raw_train$v1 Your credits have been topped up for http://www.bubbletext.com Your renewal Pin is tgxxrz
##             ham                                                                               0.0000000000
##             spam                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Your dad is back in ph?
##             ham             0.0002774695
##             spam            0.0000000000
##                 v2
## sms_raw_train$v1 Your daily text from me ‰ÛÒ a favour this time
##             ham                                    0.0002774695
##             spam                                   0.0000000000
##                 v2
## sms_raw_train$v1 Your free ringtone is waiting to be collected. Simply text the password \\MIX\\" to 85069 to verify. Get Usher and Britney. FML
##             ham                                                                                                                     0.0000000000
##             spam                                                                                                                    0.0035398230
##                 v2
## sms_raw_train$v1 Your gonna be the death if me. I'm gonna leave a note that says its all robs fault. Avenge me.
##             ham                                                                                    0.0002774695
##             spam                                                                                   0.0000000000
##                 v2
## sms_raw_train$v1 Your gonna have to pick up a $1 burger for yourself on your way home. I can't even move. Pain is killing me.
##             ham                                                                                                  0.0002774695
##             spam                                                                                                 0.0000000000
##                 v2
## sms_raw_train$v1 Your next amazing xxx PICSFREE1 video will be sent to you enjoy! If one vid is not enough for 2day text back the keyword PICSFREE1 to get the next video.
##             ham                                                                                                                                               0.0000000000
##             spam                                                                                                                                              0.0017699115
##                 v2
## sms_raw_train$v1 Your opinion about me? 1. Over 2. Jada 3. Kusruthi 4. Lovable 5. Silent 6. Spl character 7. Not matured 8. Stylish 9. Simple Pls reply..
##             ham                                                                                                                              0.0008324084
##             spam                                                                                                                             0.0000000000
##                 v2
## sms_raw_train$v1 Your pussy is perfect!
##             ham            0.0002774695
##             spam           0.0000000000
##                 v2
## sms_raw_train$v1 Your right! I'll make the appointment right now.
##             ham                                      0.0002774695
##             spam                                     0.0000000000
##                 v2
## sms_raw_train$v1 Yoyyooo u know how to change permissions for a drive in mac. My usb flash drive
##             ham                                                                     0.0002774695
##             spam                                                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yun ah.now Ì_ wkg where?btw if Ì_ go nus sc. ÌÏ wana specialise in wad?
##             ham                                                             0.0002774695
##             spam                                                            0.0000000000
##                 v2
## sms_raw_train$v1 Yun ah.the ubi one say if Ì_ wan call by tomorrow.call 67441233 look for irene.ere only got bus8,22,65,61,66,382. Ubi cres,ubi tech park.6ph for 1st 5wkg days.̬n
##             ham                                                                                                                                                        0.0002774695
##             spam                                                                                                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Yun buying... But school got offer 2000 plus only...
##             ham                                          0.0002774695
##             spam                                         0.0000000000
##                 v2
## sms_raw_train$v1 Yunny i'm walking in citylink now Ì_ faster come down... Me very hungry...
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Yunny... I'm goin to be late          Yup
##             ham                  0.0002774695 0.0002774695
##             spam                 0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Yup bathe liao...
##             ham       0.0002774695
##             spam      0.0000000000
##                 v2
## sms_raw_train$v1 Yup but not studying surfing lor. I'm in e lazy mode today.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yup having my lunch buffet now.. U eat already?
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yup i'm elaborating on the safety aspects and some other issues..
##             ham                                                       0.0002774695
##             spam                                                      0.0000000000
##                 v2
## sms_raw_train$v1 Yup i'm still having coffee wif my frens... My fren drove she'll give me a lift...
##             ham                                                                        0.0002774695
##             spam                                                                       0.0000000000
##                 v2
## sms_raw_train$v1 Yup i've finished c Ì_ there...
##             ham                     0.0002774695
##             spam                    0.0000000000
##                 v2
## sms_raw_train$v1 Yup i shd haf ard 10 pages if i add figures... ÌÏ all got how many pages?
##             ham                                                               0.0002774695
##             spam                                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yup i thk cine is better cos no need 2 go down 2 plaza mah.
##             ham                                                 0.0002774695
##             spam                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yup i thk so until e shop closes lor.
##             ham                           0.0002774695
##             spam                          0.0000000000
##                 v2
## sms_raw_train$v1 Yup i thk they r e teacher said that will make my face look longer. Darren ask me not 2 cut too short.
##             ham                                                                                            0.0002774695
##             spam                                                                                           0.0000000000
##                 v2
## sms_raw_train$v1 Yup Ì_ not comin :-(
##             ham          0.0002774695
##             spam         0.0000000000
##                 v2
## sms_raw_train$v1 Yup n her fren lor. I'm meeting my fren at 730.
##             ham                                     0.0002774695
##             spam                                    0.0000000000
##                 v2
## sms_raw_train$v1 Yup next stop.
##             ham    0.0002774695
##             spam   0.0000000000
##                 v2
## sms_raw_train$v1 Yup no more already... Thanx 4 printing n handing it up.
##             ham                                              0.0002774695
##             spam                                             0.0000000000
##                 v2
## sms_raw_train$v1 Yup ok thanx...    Yup ok...
##             ham     0.0002774695 0.0002774695
##             spam    0.0000000000 0.0000000000
##                 v2
## sms_raw_train$v1 Yup song bro. No creative. Neva test quality. He said check review online.
##             ham                                                                0.0002774695
##             spam                                                               0.0000000000
##                 v2
## sms_raw_train$v1 Yup, leaving right now, be back soon
##             ham                          0.0002774695
##             spam                         0.0000000000
##                 v2
## sms_raw_train$v1 Yup, no need. I'll jus wait 4 e rain 2 stop.
##             ham                                  0.0002774695
##             spam                                 0.0000000000
##                 v2
## sms_raw_train$v1 Yup. Thk of u oso boring wat.
##             ham                   0.0002774695
##             spam                  0.0000000000
##                 v2
## sms_raw_train$v1 Yup. Wun believe wat? U really neva c e msg i sent shuhui?
##             ham                                                0.0002774695
##             spam                                               0.0000000000
##                 v2
## sms_raw_train$v1       Yup...
##             ham  0.0002774695
##             spam 0.0000000000
##                 v2
## sms_raw_train$v1 Yup... From what i remb... I think should be can book... 
##             ham                                               0.0002774695
##             spam                                              0.0000000000
##                 v2
## sms_raw_train$v1 Yup... How Ì_ noe leh...
##             ham              0.0002774695
##             spam             0.0000000000
##                 v2
## sms_raw_train$v1 Yup... Ok i go home look at the timings then i msg Ì_ again... Xuhui going to learn on 2nd may too but her lesson is at 8am
##             ham                                                                                                                 0.0002774695
##             spam                                                                                                                0.0000000000
##                 v2
## sms_raw_train$v1 Yupz... I've oredi booked slots 4 my weekends liao... 
##             ham                                            0.0002774695
##             spam                                           0.0000000000
##                 v2
## sms_raw_train$v1 ZOE IT JUST HIT ME 2 IM FUCKING SHITIN MYSELF IL DEFO TRY MY HARDEST 2 CUM 2MOROW LUV U MILLIONS LEKDOG
##             ham                                                                                             0.0002774695
##             spam                                                                                            0.0000000000

pv<-predict(m1,sms_raw_test)

class(pv)

## [1] "factor"

library(gmodels)


CrossTable(pv,sms_raw_test$v1)

## 
##  
##    Cell Contents
## |-------------------------|
## |                       N |
## | Chi-square contribution |
## |           N / Row Total |
## |           N / Col Total |
## |         N / Table Total |
## |-------------------------|
## 
##  
## Total Observations in Table:  1389 
## 
##  
##              | sms_raw_test$v1 
##           pv |       ham |      spam | Row Total | 
## -------------|-----------|-----------|-----------|
##          ham |      1209 |         0 |      1209 | 
##              |    23.326 |   156.674 |           | 
##              |     1.000 |     0.000 |     0.870 | 
##              |     1.000 |     0.000 |           | 
##              |     0.870 |     0.000 |           | 
## -------------|-----------|-----------|-----------|
##         spam |         0 |       180 |       180 | 
##              |   156.674 |  1052.326 |           | 
##              |     0.000 |     1.000 |     0.130 | 
##              |     0.000 |     1.000 |           | 
##              |     0.000 |     0.130 |           | 
## -------------|-----------|-----------|-----------|
## Column Total |      1209 |       180 |      1389 | 
##              |     0.870 |     0.130 |           | 
## -------------|-----------|-----------|-----------|
## 
## 

mean(pv==sms_raw_test$v1)

## [1] 1