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- import re
- import math
- train_data=[('negative', '@dethronedlwt hi. Why are you absent? :('), ('positive', 'Gamer Follow Train!\nFollow Me\nRetweet this\nFollow all who retweeted\nGain active followers :) 110'), ('positive', 'Life Is All About Kutiyapanti :D \nI Love My Life For This :D'), ('negative', 'Ive been trying to play the damn beta for like 12 hours now :('), ('positive', '@SwiftBlablaCat remember when she sent out all those presents last Christmas?? That was dubbed "Swiftmas" :)'), ('positive', "@joogstonemakeup Hi Jacqueline, we're so sorry to hear this. Please DM us your contact details and we will give you a call :)"), ('negative', '*sign out* :(((((( https://t.co/y45q9GAJ5j'), ('negative', '@evanquick Oh, that must be so annoying Evan :( Do the texts give the option to opt out?'), ('positive', '@machado_man4 @TashaShukla @CloydRivers and freedom to hangout with whoever you want to!!!!!!!!! :)'), ('negative', "@UrsulaWJ @OwenWinterMYP I'm not able to go! :( It's the Association of Green Councillors conference this weekend..."), ('positive', 'Great night with great people :)'), ('negative', '@lifeboatsupport I have! :('), ('positive', 'Computer #sex? Count me in ! :) #funny #vintage http://t.co/ClwnnMFV0D'), ('positive', "@ArchieDait That's great to hear, we'll be sure to pass on your thanks to our staff :) -Nic"), ('positive', "@dontyk if it's no use to you, I'll pick it up next time I'm down :) yeah, I'll cook in my nice big kitchen! "), ('negative', "@talkingsimpsons hey bud! Christy is really sick so I can't leave these 2 at home :( xo thanks man"), ('negative', '@keikopotato IM GONNA MISS U SEXY PREXY :((((((((('), ('positive', 'Thanks :))'), ('negative', "I'm so tired hahahah :("), ('positive', 'On another note, found this in Camden Town... :D worked to. http://t.co/MDtJGcXopb'), ('negative', '@therp_stefan @Therp_BV will cost you 600 k to get security alerts on odoo 8 if you are an Odoo partner. Far from community spirit. :-('), ('positive', '@msarosh Uff Itna Miss karhy thy ap :p'), ('negative', '@baileymac02 miss youu :('), ('positive', 'Jummah mubarak to all \nRemember me in your prayrs :)'), ('negative', "@rickygervais I'm working Saturday and Sunday so Friday is a bad day for me :(:("), ('positive', 'Oh wow thank you @GarnierSA :) my skin going to be perfect by the time I head to Lagos #Travel http://t.co/3DiloYW9MJ'), ('positive', "@NehamsChamaria @euphonious_tone Hello Ladies! Apologies for the delay. Please DM us your address size details and we'll ship the prizes. :)"), ('negative', "Everything in the kids section of IKEA is so cute. Shame I'm nearly 19 in 2 months :("), ('negative', '@xband__loverx I miss you :('), ('positive', "Thank you so much @ABCTV - I didn't know the greatest magical detective #JonathanCreek was back on TV! Off to set the DVR now!! :)"), ('positive', 'Happiness is when you make the most of what you have now. :)'), ('positive', 'I love you too :) And now I want corn chips :)\n@SoldHerSoul'), ('negative', "i have this awful appointment tomorrow and i'd like to feel OK going in to it, since I won't be after it >:("), ('positive', '@_Halie13_ thanks for being so great!:) '), ('negative', "We're not going on the cable cars now because my brother got scared and doesn't want to :((("), ('positive', 'Truth. :D http://t.co/EI7VtynLOx'), ('negative', 'Party promotions are over :('), ('negative', "She's so cute :( http://t.co/5gRpttMX8k"), ('positive', 'My sisters are the best!!!! Best pre bday celebration :))))'), ('negative', '@Tonynamly sad moment when you gon vomit all this out :('), ('positive', "@19strawberry66 im sure it wasnt anything we're not already used to :) Glad ur home!"), ('positive', "won't even talk to me just great :)"), ('positive', '@ZoeyChandler6 we Professional we do hits videos : Wicked Boomshot fuh di world even yours thank you :)'), ('negative', "@st3cav @MCFC @sterling31 @YayaToure True, deosn't help that Liverpool were here last week, most have never been to Pool though :("), ('positive', 'When everyone is fuckin irritating :)'), ('positive', "Well buds, guess I'm going to bed, goodnight guys, see you in the morning, or whatever I woke up :)"), ('positive', "@Circuit500 yeah but now I've lost my 's - calling it a day :)"), ('positive', 'goodnight I love everyone but hate myself because in stupid :)'), ('negative', "@curlsharryxoxo i don't know :(( just be happy for him :("), ('negative', "Kendall and Kylie are killing me on Kylie's snapchat :((((("), ('negative', "Oh no Mr I Pigs not turning on :( although there's a weird crackling noise when I plug him in coming from the plug ,I'm thinking fuse?"), ('negative', 'I want my braces back! :('), ('negative', 'my left ear is swelling :('), ('negative', '@ClashWithCam when will the clan slots be open :(('), ('positive', 'Nightly routine of simpin :-)'), ('positive', 'getting home at 4 waking up at 9 :):)'), ('positive', '@JonsCrazyTweets still more green tea blends with other flavors. :)'), ('positive', '@comicbookhes of course, i would like that :) x'), ('positive', '@monkeymademe the @raspjamberlin is still on tomorrow? A work colleague is interested in bringing his kid along :) can point him to EB page'), ('positive', 'to see beauty, you have to believe in its existence first :)'), ('negative', '@_awkwardraven Will do Senpai >:( -looks up on all of buttsex-'), ('positive', '@rinpunzel_ what are you promoting?:)'), ('negative', 'Should have taken a pic before mrs wong confiscated my art work :('), ('positive', 'Gamer Follow Train!\nFollow Me\nRetweet this\nFollow all who retweeted\nGain active followers :) 1'), ('positive', 'i love airports :-):-))'), ('negative', '@dontvexmysoul hahahahahaah i donno korean language :( only few russian ) waaaaa'), ('negative', 'Sorry :( https://t.co/Q5TAYjrQ8K'), ('negative', 'Fabian Delph has fallen :(\n@BLUEARMY_IND @MCFC'), ('positive', 'No one falls in love by choice, its by chance... :) '), ('negative', "it's okay.. but.. :(("), ('positive', 'im going to bed i love hailey and milks CrAY SXXX CL runway look :)'), ('negative', '@krysseners No, I was in Laguna :(((('), ('positive', '@mikestone14 Your tweet is very much appreciated! Thank you for being such a dedicated member :)'), ('negative', '@subharrie ohh no :(( and yeah i hope she comes back soon too'), ('positive', "I'm so insecure tonight :-)"), ('negative', '@bmthofficial ITS SOLD OUT :(((((((((((((((((((((((((((((((((((((((((((((((((((((((((('), ('positive', "@cyjaexlne good, 'cause I'd like to upload it myself. :)"), ('negative', "@elninakauser I feel your pain, It's like the Welsh Pod all over again :("), ('negative', "@hereisjoshhiles I have it still won't work :("), ('positive', '@John_BHarris @FakeGhostPirate @F1StatMan @xownage133 It was a heritage sword made of wood, so no :D'), ('negative', '@The_Strypes whens the album coming? :('), ('positive', '@ellefie @serial I will let you know if I hear of anything :) xx'), ('positive', 'Everyone follow @CruelGamingClan :)'), ('negative', '@Mess0019 Well I am sure your work day is over before mine :('), ('negative', 'So Lonely :( http://t.co/VM4N0n8Bkw'), ('negative', "I don't think so :( #zayniscomingback"), ('negative', 'when will got7 : ('), ('positive', "I'am ELF, hbu? :)"), ('positive', '@nakamuramartin @DamienMcFerran @Kosmikat That makes two of us then! :D'), ('positive', '@anime_narutoINA thank you min :)'), ('positive', "@RickyBaby321 It's not forwarding Richard...it's 'follow' :)"), ('positive', '@DSprayberry @BaysideBand @AnthonyRaneri @tylergposey Hi Dylan and Tyler!! :) '), ('positive', 'Back to 80s?! A brand new #Commodore64 Programming community is in town now!!!! :) >>12th August @techspacekrk http://t.co/zAS2l96ljT'), ('negative', '@MHSScho not much chance of game tonight :( #t20blast'), ('negative', 'I love hozier :-('), ('negative', "I don't know what I'm doing for #BlockJam at all since my schedule's just whacked right now :("), ('negative', '@meowkenzi :(( that sucks. Try vitamin e oil massage everyday for a while and it should make them healthier and easier to stretch'), ('positive', '@aleeshajulia @IAPI_Updates that is a giant balloon! I want one :)'), ('positive', '@KimKardashian @KendallJenner @KylieJenner @khloekardashian @kourtneykardash Cool..... congrats Kylie!! U all look so nice :-)'), ('negative', 'I liked a @YouTube video http://t.co/93Z6WOVOs9 PASHA IS CRYING AFTER TERRIBLE DONATE :('), ('negative', "Ugh, well I could still say that I'm lucky because I am Sapiosexual. :(((("), ('negative', "Valentine et al found r'ships btwn homo/biphobic comments & certain disciplines - incl. European langs, lit, education :( #fresherstofinals"), ('positive', 'Puff pastry egg tarts. Hot and fresh from the oven. :) @ Wan Chai MTR https://t.co/HLkgHwatJM'), ('positive', '@ta_radio1035 @prillybie ok... sering2 play yah min.. HAHA :))'), ('positive', '@pakalupapito imma use this next time :)))'), ('negative', 'Only one more day :('), ('negative', 'Valentine et al (2009) found relationships between homo/biphobic comments & certain disciplines- incl. European languages, lit, education :('), ('positive', '@brianteeman @GW1992 I squashed the commits. Did it still make 200 commits? :)'), ('positive', 'Ltsw here we gooooooo! :-)'), ('negative', "I need a big cuddle from Lew and kisses on my face :(((( I don't want to go through this again"), ('positive', 'Always :)\nBe positive!'), ('positive', '@scousebabe888 Nice Holiday Honey!!!!!!!!!!!!!! :-) Kisses'), ('negative', 'Mumma! Im on 7% :( @LMCDark_Angel'), ('positive', 'What could be more fun than a sexy girl? TWO sexy girls :) http://t.co/S7kW8WESbs http://t.co/p7EnTlcsum'), ('positive', '@MinseokBr follow back me pleasse :)'), ('positive', '@tangerinebean Has A got out of bed yet? :-)'), ('negative', '@BritishSignBSL how very appropriate! :('), ('positive', '@franklin_25_8 happy birthday g. All the best in life :)'), ('negative', 'woke upp now i cant sleep :('), ('positive', 'Want to say a huge thanks to @WarriorAssaultS @uktac @BolleSafety @Mechanix_Wear @Airtech_Studios @Hexmags #FF Thanks for the support :)'), ('negative', 'Good Lord. :( https://t.co/nC9LkYUUvO'), ('positive', 'at first I did love you, but now I just wanna fuck, late night thinking of you until I got a nut :-) :v\n\n"look... http://t.co/8YhLcb16Lf'), ('negative', "I want Jack's follow so bad, but I don't want to be annoying by spamming him :( sooo @jackgilinsky follow me please? "), ('negative', '@xcrazy90skidx @kowtsnatinito @_patnicolexx ems haha :('), ('negative', 'sigh i feel bad for our girls :('), ('negative', '65% digital sales.. having a bad feeling :('), ('positive', 'Snap me :) @lulgeann'), ('positive', 'Thank you. Have a lovely weekend everyone. :-)) https://t.co/1CcpcLlzic'), ('negative', 'these JMU camps are such a tease bc I just wanna be here now :('), ('negative', "Am want to go Alex's house :("), ('negative', "@shuaijerks it's okay I feel you it happens all the timw :("), ('negative', 'I wish I had my own Baymax :('), ('negative', 'Craving for Banana Crumble McFlurry and Fries :('), ('positive', "I'm playing Brain Dots : ) #BrainDots http://t.co/R2JBO8iNww http://t.co/ow5BBwdEMY"), ('negative', "@xo_raaaaayyy_xo what the email link? Still says that it's no longer available :( http://t.co/iuiaIOynnx"), ('positive', '@aliaa08 @colors_infinity @karanjohar Thank u!! :)'), ('negative', 'cant find the only book that keeps me sane :(('), ('positive', '@NASA nuf with the teasing already - show us the aliens now - everyday we seem to get closer to seeing our alien cousins :-)'), ('positive', 'Remember someone :) See You Again (feat. Charlie Puth) by Wiz Khalifa https://t.co/vVAyGndwnL'), ('negative', 'MY $$$$2 DOLLAR :( http://t.co/oI0pYGUsDi'), ('negative', "@llymlrs story of my life...!! Love London and can't imagine living elsewhere but it's gonna have to happen someday :( I have NO space!"), ('negative', '#Discrimination :-( Five things we learned about pregnancy discrimination today | Left Foot F... http://t.co/Ey9MmaSmsd #UniteBlue #Tcot'), ('negative', '@Deedee_50Fly foreals :( a wesen uwesiti mj '), ('positive', '* @Louis_Tomlinson \nThank you for always putting\na smile on my face\nMind following me? :)\nHave a nice day x\n1709'), ('positive', "I'm that person that has to workout and eat healthy because the minute I don't I gain weight :-)"), ('positive', '@BlooodofoIympus @johncrossmirror far from it. Being LFC fan makes me expert in spotting mental weakness and lack consistency :-)'), ('positive', '@UNAPCTT Thanks for adding us to your list! :) Make sure to keep in touch for more news of our light bulbs made from corn waste.'), ('negative', 'Whenever I would spend the night we would smoke and watch a movie but he would always end up falling asleep on me :('), ('positive', '@babynizayn sure. Done. :)'), ('negative', 'So this is Heartache? :('), ('negative', 'My niece is having a better summer then me :('), ('negative', "@rowysoIjp SAME IT'S SO CUTE I LOVE IT SO MUCH I WISH THERE WOULD BE A SEQUEL :("), ('positive', 'morning :)'), ('negative', '#TURKEY ARE NOW #BOMBING #ISIS IN #SYRIA,AND ALLOW THE #USA TO USE ONE OF IT #AIRFIELDS FOR THEIR #JETS :()'), ('negative', 'i miss niamh i havent seen her in forever :('), ('negative', "I shoulda moved away w my boys when I had the chance cause they're the only people I want at times like this :("), ('negative', "@OL_EYY ahhh u see? U wouldn't wake up :("), ('positive', ':) Good Afternoon :D\n#TwitterFollowersWhatsUp\n#HappyFriedDay\n#KeepSafeAlways \n#LoveYeah\n#emojasp_here'), ('positive', "@DeniseAlicia_ if the salon bleaches your hair with Olaplex it won't damage it like at all :)"), ('negative', 'I literally have no time to watch paper towns :(('), ('negative', "Project I want to enter into #PitchWars may not work. :( Only first chap? Mine's a phone call transcript. #ugh"), ('negative', 'aW i wanna go and see dolphins again :( so cute xxx http://t.co/RJBAFfSMbh'), ('positive', 'We are the one and only approve and recognized Fanbase for BAILONA :)'), ('positive', '@JavsNH sure :)'), ('negative', '@ClaireClaire05 Very :('), ('negative', '@sarahhardman8 I hope so :('), ('negative', "When your bff's extremely stressed and you can't do anything but pray... \n\n:("), ('negative', "(bot) If you follow me, plz send to me mention. Because I can't notice :("), ('negative', "@izgzb @aishahyussofff back off fah she's mine :-("), ('negative', "WE DIDN'T GET THE 7TH WIN :("), ('negative', '@vegemitegrier not anymore :('), ('negative', '@hamzaabasiali exactly but unfortunately :('), ('positive', '@dspdavey Gorgeous, Deborah! Good taste! :) You can use coupon code COLOURDEB for red, purple or blue here: http://t.co/MXEKsnMvvX Thanks!!'), ('negative', 'soshi didnt win :(( buttt congrats infinite!! #bad4thwin'), ('negative', 'Poor bb :('), ('positive', '@belittle4u I may find this very confusing :)\n*just a simple wolf*'), ('negative', "@samayanyan yes thank u!! Oh damn that hella sucks :-( but at least u had a really good time that's all that matters"), ('negative', '@carliot23 Miss you Boss :('), ('positive', "@pussy_lilac No problem :) it's a pleasure "), ('positive', '@MangleTheLover Hey, You like FNaF? Check out our Youtube Channel! https://t.co/sc9kDhaviX :) via http://t.co/J3sxzzg7cU'), ('negative', 'HUNGRY :-('), ('positive', '@cottypne @PaulPNE70 @TrekkingPaul @charlvdh @FcPNE @PNEShirley @mandajohnstone @YvonneOrr @Gem_Pnefc @kimramshead morning Emma :)'), ('positive', 'off to the park to get some sunlight : )'), ('negative', '3 ghantay say light nai hay :('), ('positive', '@yasminyasir96 yeah but it will be better if we use her official Account :) Like The Other @PracchiNDesai '), ('positive', "@Ekow_bk I'm looking for influencers for my app :) If you're interested, here's your invite http://t.co/ipJ2yOiGet"), ('positive', "That one didn't last long. LOL \nHe has blocked me already. \nIt must have been all my nice tweets. \nThey hate them. :) @limelite001"), ('negative', 'my wrists feel so naked bc i forgot my watch & bracelet :(('), ('positive', '@lolArnav NOOOO i didnt even know thats how you actually typed it out i googled :)'), ('positive', "@SBS_MTV # #GOT7 \n\nLet's have got7 facts :)"), ('positive', "T'would not be a TweetUp without you @coleman_21 You are booked on @Sabrina_Boat rest assured. @MButlerColesHR We have you booked on too :)"), ('positive', '@lazariWilliams Hey, You like FNaF? Check out our Youtube Channel! https://t.co/sc9kDhaviX :) via http://t.co/J3sxzzg7cU'), ('negative', 'everyone is going to womad but me :('), ('negative', 'No Assignment, but we have Project. :( really? '), ('negative', 'The Day A Dozen Parents And Children Killed A Baby Shark For A Selfie :( https://t.co/S8cq6c91ni'), ('negative', '"Do you think they survived???"\n"Well, they did find all the missing bodies in fragments, so no. But it would\'ve been nice if they did." :('), ('positive', 'okkkk frends milte h break k bad :)'), ('negative', "@DiscoQing AoS doesn't do it for me but I don't want to stick with 8th either. :("), ('positive', '@IaneboyIester into a pity party so :-)'), ('positive', '@lazybull81 also come game with me :)'), ('negative', '@Patrickcf26 NOTICE ME :((('), ('positive', 'Always be positive :). #postive #selfie https://t.co/FDFpAD3wzd'), ('negative', "I miss you maa :( why didn't you ever tell me its going to be like this without you?"), ('negative', '@MystikGunn suck for me which mean I have to watch you play it around 1 p.m. my time :('), ('negative', 'Shit 10.3k???? :((((('), ('positive', "@JulianGazzia Hi :-) If you're looking for tourist info get our application ZonzoFox clicking this link http://t.co/Y8yTe8E9wg. Bye ;-)"), ('positive', 'Tomorrow at the #GoldCoast :) http://t.co/yRat44jWAy'), ('negative', "My last cross country in IJ was amazing!!!!!!! Can't bear to leave :-( https://t.co/VkVOxIaEQn"), ('negative', '@Hegelbon That heart sliding into the waste basket. :('), ('positive', 'who wants to ft me and Arianna :-)'), ('negative', 'Pffff doing a private @Bugcrowd #bugbounty and only finding self-XSS and host header poisoning :( Need some code execution #ktksbye'), ('positive', '@ailyngarciia Thank you for filling me in! Although my opinion still stands, BUT we can just agree to disagree, no harm done! :)'), ('positive', '@grillo_23 @sleepyjoe2 @Karnage90 @RichardDawkins Dear person, please study before embarrassing urself. Entropy works 100% w/ evolution :)'), ('positive', 'Hey Raspberry Island : skelo_ghost :) Want to get iPh0ne 6 for FREE? Kindly check my bi0. Thx https://t.co/TO0kTgrY0y'), ('positive', '@ShevoyzOfficial \n@MADrigaaaal @TheConconFelix \n@Kalangitan @khenlizardo and Dan\nGod bless you all. Meet and Greet soon :)'), ('positive', "@AlexCarranza21 I'm so sorry! I ran out with a friend after having a rough day. I'll try to stream on Saturday! :)"), ('positive', "yah know I'm good at faking mah emotions :)"), ('negative', "Elmhurst FC are over :-( I'll always be #ETID"), ('positive', "@davidrmoloney thanks for that. You've made my day! :) Let's organise a meeting soon. Are you based in London?"), ('positive', '@RockMyWedding @SouthFarm1 @JohnHopePhoto @MirrorBridal @Dune_London @Coast_Stores @EtsyUK @Etsy @blankcanvasent Love it! Great collage :)'), ('positive', '@Bruneluni ive emailed you regarding course query! :)'), ('positive', '@djcunningham Thanks for the favorite! :) Make sure to keep in touch for more news of our light bulbs made from corn waste.'), ('positive', 'when u find our ur friends ditched u "cause of a lot of things" :) WTF HAVE I DONE IM ACTUALLY A NICE PERSON'), ('negative', "Literally there are three lounge events why :-( So much turn up I'm sad"), ('positive', "@ZerbuTabek Hi I'm only seeing workplace one in my venue list. I'm not sure how to fix this? Thanks :)"), ('negative', '@isxbe i guess im arresting my girlfriend :(('), ('negative', "Oh god!!! I'm strucked by the pain... Cant take it anymore!!! :("), ('positive', 'First leg of the @magictrikband tour is going well! :D #music #band #rock #magictrik #tour https://t.co/CQHqWfa7ft'), ('positive', 'Sketchbook art by love4wilde Drawing of hair I did turned out pretty cool :D #art #hair #colors #colorpencils #cray http://t.co/tn1yicz40N'), ('negative', "wut the hell i can't sleep >:("), ('negative', 'Greek Tragedy is such a cute song :(((('), ('positive', 'New monitor goodness :D'), ('positive', '@EnvoClan Goood mornin earthling ! :D'), ('negative', 'I liked a @YouTube video http://t.co/2JcBiswDW9 More subs plz :('), ('negative', "@CorCor84 It is a vicious circle isn't it :( x"), ('negative', '@SexyKalamo im not sure tho :('), ('positive', "@andrewsmith1443 You're right ! Thx Andrew & have a great day :)"), ('negative', 'Suuuuuuuper sick :( fever got way worse :('), ('negative', '@ketchBurning: I hate Japanese call him "bani" :( :(\n\nMe too'), ('positive', "@AnnabelArrowsmi Thank you for taking the time to tweet us Annabel! We'll pass this on to our London Bridge team :)"), ('positive', '@justinbieber YOU ARE DADDY AF... :-)'), ('negative', 'Aww too bad :('), ('negative', 'pret :(( wkwkw"@WLK_Jhope: Verfied @WLK_Hyemi91 be active, don\'t forget to follow all member. Thanks for join. Goodbye"'), ('positive', 'gooodnight i love all the boys and iv ris zoe katy jaycy jen :)'), ('positive', 'Looking for fun? SNAPCHAT - GooffeAnottere #snapchat #kiksex #snapme #lesbian #instagram #mpoints #mugshot :) http://t.co/p4IqffSWJp'), ('negative', '#ClimateChange #CC Idaho will not restrict fishing despite regional drought-linked die-of... http://t.co/jJboDo6LYZ #UniteBlue #Tcot :-('), ('negative', 'Snapchat me - AmargoLonnard #snapchat #snapchat #kikhorny #snapme #tagsforlikes #batalladelosgallos #webcamsex :( http://t.co/3S9LHaFrsU'), ('negative', "Wft.. can't watch the awesome replay!! :-( https://t.co/ChzrqtelPh"), ('positive', "@gculloty87 @linda_regan Oh fab Gav she's a lovely lovely lady Linda talked to her a few times on here great actress :D X"), ('positive', '@krigsmamma Tack <3 :D'), ('positive', "@el_crd2601 la class's :p"), ('negative', 'its not the same. :((((('), ('negative', 'This sucks I want to go home :('), ('positive', 'My happiness. :) <3 https://t.co/m1VBOMyhhm'), ('negative', 'Good bye Party era :('), ('positive', "@sabahulhaq You're welcome Sabah :-)"), ('positive', '@SleekStudioz nice one :)'), ('positive', '@EmilyBett Happy Happy Birthday Emily! :D'), ('positive', '@ClimateRetweet Thanks for the retweet! :) Make sure to keep in touch for more news of our light bulbs made from corn waste.'), ('positive', '* @Louis_Tomlinson \nThank you for always putting\na smile on my face\nMind following me? :)\nHave a nice day x\n1710'), ('positive', "@BowenBBC beautiful...winter? It's like summer in Russia :)"), ('negative', '@FairyFunFwee whaaat? what is this :(('), ('positive', "@PuppyShogun mistakes happen man, as long as we get to play the game, we'll be happy :)"), ('negative', '@Scruffbucket IsTanya going2supply all d EXTRA infrastructure,teachers,doctors,nurses,paramedics&other countless things2cope with it all?>:('), ('negative', '@Concept_Nathan nathann I never got a chance to take a pic with you :( got a hug tho! Pic next time I see you?'), ('positive', '@Zap_Experience Thanks for the mention, happy Friday :)'), ('positive', 'Here >> Free $5 Voucher for my twitter friends to use on Fiverr :) https://t.co/ozKEhcY9ML http://t.co/nfDSHggVV7'), ('positive', "If u like uta read the manga :-))) you'll love him even more :-))) haha yeah"), ('negative', '@brighteyedmgc hoLY FUCK are u okay / text me if u need anythin !!! :-('), ('positive', '@quintonjournals Look forward to hearing your thoughts :) #maritimenation'), ('negative', "We've lost in album and broadcast points :( http://t.co/QDSVS5Q9SR"), ('negative', '@derekklahn You cant hold another week? September 21st. :-(('), ('positive', '@TheBodyShopIND #MyMonsoonStory The Body Shop Body Mist Vanilla,as it works wonderful on my skin :)'), ('negative', "@SidebySide either or but would prefer Benzema! We won't get any though :("), ('positive', '@ElleDonnellyx @Beverleyknight @mattcardle lovely pics, @MemphisMusical a fab show :-) x'), ('positive', "Goning to make thos a positive day :) you're an adult and i can't keep on acting like your mom.."), ('positive', '@IGNUK #1TBPS4 Wow! what a prize! so delightful for my eyes, pick me to win and I will burst and sing "PS4 is mine and I feel divine" :)'), ('negative', "Who's doing giveaways for muster goods? :( or any merchs"), ('positive', '@8inky @LadyCranium @Nathan_Webb of course :)'), ('positive', '@im_soexcited @alamocitycon Btw, about that honeymoon :) These are for you. http://t.co/fVYAV8v0yO'), ('positive', '@ThessaNaomi THANK YOU SO MUCH MOM FOR GETTING @sadcuddleashton TICKETS :)'), ('negative', 'My room is way too hot :-('), ('negative', 'I miss Al, Katie, Zaz and Amy a lot :(('), ('negative', 'Me right Now :( http://t.co/hoVZi9wQnx'), ('negative', '@ArunbuddyAP yes bro..lost many too :('), ('positive', 'HOME ALONE :D'), ('negative', "I can't smile :("), ('positive', 'Hello :) Get Youth Job Opportunities follow >> @tolajobjobs @IvanVissies'), ('negative', '@_Birexus yes sadly :(.'), ('negative', 'Sunny :( i feel so bad.... http://t.co/17tca0uhKp'), ('positive', '@VikkFollows :) The best YouTuber out there... keep up the good work man #StarSquad #Sidemen'), ('positive', 'I second that! Well done :) https://t.co/PeTkjvF5af'), ('positive', "11:11 meet michael and hug him so tight and talk to him and tell him he's important and that I love him so much and make him smile :D"), ('negative', '@Whorgeee :( it is'), ('negative', "Someone talk to me I'm boreddd :("), ('negative', '@uhhAileeny What about her alien thing :((('), ('positive', "@iflixph yeah i've watched them before but of course rewatches will now be ad free and faster I hope :) thank you, i look forward to more!"), ('negative', '@GrumpyCockney With knee replacements they get you up & about the same day. :-( Ouch.'), ('negative', "This weather isn't making me want to go to the gym at all..... :-("), ('positive', '@carterreynolds i love it how your not afraid to respond to hate :)\nily x x x'), ('negative', '@aysegul_k pleasse :('), ('negative', 'can I use anyones netflix my account is inactive and I wanna watch orphan black :((('), ('positive', '@Kanhajigi :))\nTime nhi tha Office work bahot tha so\n10 baje raat ko liya tha Hath me Try to Create Best.\nBut 2 ghante me itna hi bana paya'), ('positive', '#TY "@dean0133: Appreciate your recent Retweets @SaracenConsult @joeodiete1 @Gelatiscoop have a great Friday :)"'), ('positive', "Planning to send my email to chippy's vessel on Monday with PS : Happy Anniversary haha :))"), ('negative', '@jmcefalas Jeebus. Reabsorbtion of tooth, abscess, threatening to affect my lovely front crown :( and OOOOOOOOUCH!!!'), ('positive', 'Three refreshing cocktails for an even hotter summer! Which one suits you? :)\n#londoutrading #cocktails http://t.co/JHJVzHOXLQ'), ('negative', '#Bad4thWin you guys omg :(((((('), ('negative', 'Bosen :('), ('positive', 'ALMOST DONE WITH MY MASTER SWORD :D -Princess Zelda http://t.co/dPcL2mGjdc'), ('positive', '@Megalos_K I like your eyes :D'), ('positive', '* @Louis_Tomlinson \nThank you for always putting\na smile on my face\nMind following me? :)\nHave a nice day x\n1708'), ('negative', '@TheHinduTheatre @evam_entd Why no Bangalore? :('), ('positive', '@_Lineo_M_ LOL I sometimes tweet from @Coach_Yanga account lol but only on days when we are both home but I dont have a lot to say now :D'), ('positive', '@DeltaDaily @DeltaGoodrem love the new song Delta you rock :)'), ('negative', 'Baby still looks tired :('), ('positive', '@6townsradio am tuned back in. With hubby :) can u play him queen pls'), ('positive', "My word, @anaturalwedding & @TheStoveRoom - what big sites you've got! Changes a-foot :) #website #development #revamp"), ('positive', '@RblSports upgraded ans synced up. Plus it can be done from a single remote device. Getting there folks. :)'), ('positive', "It's going to be a nice Mother Daughter day out today :)) even though it's raining this morning! Have a great day folks xx"), ('positive', 'Last classes this morning before two week break! :-)'), ('negative', '@jiministic go to bed :('), ('negative', "@AppleMusic why does my music keep pausing randomly? It's the only app open :("), ('positive', '@V4Violetta Or that. I guess I need to build my content around my image inventory a little bit then :)'), ('negative', 'Come back :('), ('positive', '@AmberMarineArt Thanks for the favorite! :) Make sure to keep in touch for more news of our light bulbs made from corn waste.'), ('negative', "@martylog Listening back to old @DaveGorman shows (I know, I'm weird). Just got to u leaving: might give up. It was pale imitation after :-("), ('negative', "i went in the sea and now have a massive fucking rash all over my body and it's the most painful thing ever i want to go home :(("), ('positive', "@SabrinaKeane it's not a bad thing!!! I think we all have weird faces!!! It's rad :-) thanks though!!"), ('positive', 'Check this page belonging to one of our Watford Community Housing Trust enterprise cube particpants :-)... http://t.co/ZwaOnouXpo'), ('positive', "@WhiteZoey Great, I went to Kardamena, last summer, amazing beaches and wonderful sea, but this year It's time to go Samos #Greece :) :) !!"), ('positive', 'The chicken in my Caesar Salad was a tad bland, but I can live with that. :) @FreshMenuBLR'), ('positive', '@CFVUF We hope it helped! :-)'), ('positive', "@MaslowFanArmy i'm very excited for what's coming :) he really deserves it."), ('negative', "When your connect leaves a company and they don't alert you :("), ('negative', '@RealLiamPaynePH follow me :(('), ('negative', '@ameliahartin AND WHY DID YOU IGNORE ME YESTER AFTERNOON :('), ('positive', 'Who wants to elevate from your position? Who wants a promotion! Who wants the favor of God and the favor of men... :) http://t.co/cOECx9BBNd'), ('positive', '@Anoushy_Aliyan @8624810880Khan @aliapari86 @AyeshaKhanReal @RiddaMazhar Over Confidence Confined U In Ur Own Limits...:)'), ('positive', 'Have a Great Friday Frens :-)'), ('negative', '@nickjdrake Boo on both counts :-('), ('negative', 'Meeting with the convener at 2:30pm :( not looking forward to it!'), ('negative', "@Ni_All_Is_Bae aww I don't really wanna get my hopes up but I wish that he would :(("), ('negative', "@njhftbiebs why didn't you go on Wednesday :("), ('negative', 'I was about to make tea but load shedding was like Ha.a bheyps not now ! Ayemso Hacked :(((( http://t.co/ZudfTknvCM'), ('negative', "#ClimateChange #CC It ain't easy being green if you're a golf course in California.: Ulti... http://t.co/La82RXzTs2 #UniteBlue #Tcot :-("), ('negative', 'My cats have forgotten who I am and they hate me :('), ('positive', '@colorlessmoemoe i beleaf in u :-)'), ('negative', 'oh barney :(('), ('positive', '@bernadettesout1 LMAO! LOVE it, Bernie! :D'), ('negative', 'The traffic is terrible :('), ('positive', '@lindseyasuer Hi! I see u like FourFiveSeconds and think u might like "Deaf Ears" https://t.co/nO9B1b1vtN .Plz let me know what u think :)'), ('negative', "Sometimes it be's like that, yo. Follow someone and then a few days later realise they're problematic as fuck. Life :("), ('positive', '@dxela77 Awesome news mate. Well happy for you :)'), ('negative', "There's no milk left for my cereal :("), ('positive', 'Yo Southpaw was a GREAT movie someone better be getting an award for it :D'), ('positive', '@Pyarey_Afzal aww thankyou :)'), ('negative', "I feel stupid\nI just can't seem to grasp the basics of digital painting and nothing I've been researching is helping any :("), ('positive', '@MelodySpetko Rock muscles! :D #iLikeit'), ('negative', 'new guitar :('), ('negative', "I have a really good m&g idea but I'm never going to meet them :((("), ('negative', '@JindalDaily praying for you all. So sorry this happened : ('), ('positive', "@chriswiggin3 Chris, that's great to hear :) Due times & reminders are indeed planned, both will be available in the not too distant future!"), ('negative', '@ABeezyGMT says the Man U fan :('), ('negative', '@Rodnerbroo rip rodFanta :-('), ('positive', 'What brings you #together with your #friends and #family? #LoveForFood #FoodForThought #ThoughtForTheDay :) http://t.co/L06NhpQ9xk'), ('negative', 'So much misses :-( https://t.co/pn2HvGdnFT'), ('positive', '@thingforasians hi my hot girl did I say how very hot and horny you are darling xx :) '), ('negative', 'Yes na! As sholong reject my proposal :( "@elzzika: Gee U don fly go gidi? "@Gatlinho: The way i\'m being pampered in this lagos ehn....""'), ('negative', "@qtbatooty_ yeah and it's like why do you need to wait till saturday to give us homework pa :((((((( WHAT IF U MADE PLANS 4 DA WEEKEND????"), ('positive', "@SwgGuy Hah.... :D\nDon't say sorry..."), ('positive', '@DanielNewman Wishing you were in Colorado :)'), ('negative', "All I want right now is the A, followed by the D and a cheeky J after that\n\nInstead I've got some SEO and some NLs to be getting on with :("), ('positive', '@Mathpro314 Hey, wanna check out our YTB Channel? We post Gameplays & Tutorials! https://t.co/sc9kDhaviX :) via http://t.co/J3sxzzg7cU'), ('positive', 'As the morning wears on, its getting darker. Is it end of world day today instead of September? :-)'), ('positive', "Who's still awake ?:)))"), ('negative', "so i'll be getting my cement cast tomorrow :("), ('negative', '@TheNameIsJase No unfortunately :( Sorry!'), ('positive', 'The musical and human genius that is Stromae! :) @stromae @SylvieYonke https://t.co/LzBSWxsQO7 http://t.co/z2zZWgMOm2'), ('positive', "@da_kar yep I'd been doing it without Ning it then was recommended a book and thought wow! This is it :) I think general positivity leads to"), ('positive', 'New Blog! An Important Life Lesson I learnt from watching this movie :) Something that everyone needs to remember! xx\nhttp://t.co/gco9IJqdcT'), ('negative', "when will you notice me :( i'm so hopeless @SeaveyDaniel"), ('positive', '@CocoCuscino happy Friday! :)'), ('negative', '@neikmat Sorry :('), ('positive', '@smallfastloud @dangerbayley we are down in the west country this weekend so next riding day is Tuesday :) sunny weekends all around'), ('negative', 'I have no bum in Zara trousers :('), ('negative', 'No one is up to help me :('), ('negative', '@hanbined sad pray for me :((('), ('negative', '@ASVPxGABE man all I got is lucky charms :(((('), ('positive', '@JohannaTurbo88 Happy belated Birthday sweetie :)'), ('positive', '@Dahlialien yes I will stay in touch :)) are you on Instagram??'), ('positive', 'The latest one :) https://t.co/iRHOYxQeln'), ('negative', '@radicalj Marvellous - not. How very thwarting :-('), ('negative', 'It sucks so much been sick i was plan to start work on my first gundam to night but nope. :('), ('positive', 'Watching Joe dirt 2 :)'), ('negative', 'we lost at the album and broadcast :(((('), ('negative', "People are looking at me funny because I'm drinking savanna with a straw :("), ('positive', '@amorecrudele Visit my blog http://t.co/UzOAqroWKx thanks :D'), ('positive', '@rejectzmgc thank you so much! :)'), ('positive', "...because it's Friday :D (y) http://t.co/MD55NIzEnQ"), ('negative', 'Raining on me today :( \n\nGym it is then '), ('negative', "@junghoseoks 5s :( i think it's bc im running out of space tbh"), ('positive', "@thevieweast Of course! Now I've been cited in an academic paper I feel I've arrived :-)"), ('negative', '@joyce_gleek Sorry poooo. :('), ('negative', '@jackshilling Great news, thanks for letting us know :( We hope you have a good weekend!'), ('negative', '@YM_Dish98 doushite :( ?'), ('negative', 'jgh :( im so effin tired'), ('negative', '#Haaretz #Israel :-( Syria continues to develop chemical weapons, officials tell WSJ: WSJ rep... http://t.co/3c5PRCHKqw #UniteBlue #Tcot'), ('negative', "The reason why I'm always, always overweight... sigeg habhab :( masud pa kaha kos akong un http://t.co/RZ52EUtzMD http://t.co/Nvx057PFZp"), ('negative', '@Mr_FRML sir plus 4 please :(('), ('positive', '@KatCrisp1 Thanks for taking time to tweet this Kat :)'), ('positive', 'Family hang out :) ^_^ feeling festive at Jamuna Future Park http://t.co/CXQXINIqJI'), ('positive', '@Team_BaiLona Thank you :)'), ('negative', "AP won't be the same anymore :-("), ('positive', 'Hello :) Get Youth Job Opportunities follow >> @tolajobjobs @Brian88071070'), ('positive', 'Liam and Sophia in Chicago :) https://t.co/GrD53KA2G5'), ('negative', "@littlejules14 Hi Julie, I'm sorry you feel this way :( Whats happened? ^Laura"), ('positive', "@zoomtv @kdruls @mishrasugandha is your channel's show #PlanetBollywoodNews 's full epi available online?! :)"), ('positive', "@SwitchingToSave Thanks for the follow :-) Hope you've had a great week?"), ('positive', 'E.L.F: "Thank you for being a singer :)" | Kyuhyun: "Thank you for being E.L.F"'), ('negative', '@NotRedbutBlue awww :(\nat least u never got called luis manzano tho'), ('positive', '@SP4NKO Aww love it. My kind of men :))'), ('positive', '@lesholly20 Hey Lesley, so sorry they did not get to you, I shall send you some more out in the post tonight :)'), ('negative', 'MY snapchat - LeanneRiner19 #snapchat #hornykik #loveofmylife #dmme #pussy #newmusic #sexo :( http://t.co/TyhwG534Ng'), ('negative', "this is bad. my shoulder has started to hurt like a bitch :( and we're just a day away from competition! hope it'll be fine in time"), ('positive', 'New potatos from the garden - and hundreds more to dig up :)'), ('positive', "@GP2_Official what's the hashtag for the weekend guys? :)"), ('negative', "Forget to my Job. \nI'm sorry my father. :("), ('negative', 'Woke up feeling so sick :('), ('negative', '.@uberuk you cancelled my ice cream uber order. Everyone else in the office got it but me. :('), ('negative', '@sainsburys yeah, I tried to film the date at the start. At the time of filming it had 4 days left. :('), ('negative', '@zaynmalik zayn :(('), ('positive', '@namcew make use of the masquerade mask!!!! Lol #zorroreturms :-)'), ('positive', '@kavonyo okay yay! Ask tomorrow please :)'), ('negative', 'I feel lonely someone talk to me guys and girls :(\n\n@TheOnlyRazzYT @imarieuda @EiroZPegasus @AMYSQUEE @UdotV'), ('positive', "@fwmkian Happy Birthday Gorgeous Hopefully i'll see you at the fair :)"), ('positive', '@side556 Hey! :) Long time no talk...'), ('positive', '@polarizehes heyy :) can u rt this link https://t.co/WztNf8e6cO and tag michael? please. thank you'), ('negative', "@Latoyasilmon omg...you're so beautiful... miss you soooooooo much...: ("), ('negative', 'FEVER. :-('), ('positive', 'That also means, imma go back to being more twitter active :D\nCause I know everyone missed me ;) xD'), ('negative', "i miss hello venus's old concepts tbh i rly like do you want some tea :("), ('negative', 'Sending. Finally!!!!!!!!!!!!!! :('), ('positive', '@SivaKaneswaran Happy Birthday @JayMcGuiness #Jiva for ever :) '), ('negative', "Anyone else's show box not working?!?!?:(:(:(:(:("), ('positive', 'Life is smile :)'), ('positive', '@vadervanodin im wearing mine when I dj next fri :-)'), ('positive', '@NotJagath are you a member of by any chance? :D @Chevindu'), ('positive', "Save your money \nOr use them in a good way\nMoney is money \nIt's for better life\nAnd fun :)\nHave a nice day\n\n11:11"), ('positive', 'Its time 2 party :D http://t.co/hjnT6v40eT'), ('positive', '@HantsOnlyTeam hope you are enjoying your stay in Rotterdam. And now you know how to cheer on "our" Jordy Clasie :)'), ('negative', '@wendyykid ah too bad :('), ('positive', 'There are no limits. There are only plateaus, and you must not stay there, you must go beyond them. :) _ Bruce Lee'), ('positive', 'Good morning Kimmy :) @KimberlyKWyatt'), ('positive', '@QueenBiankee You deserve all of that and madadagdagan pa yan :-) Congrats again :-) #BMC <3'), ('negative', "@Tinkkza You're gonna watch this shit and understand how badly you scared me! >:( https://t.co/YcGudITQgx"), ('positive', 'Just need to get through work today then to Ibiza! :):):) #birthdaymoneyforjesusjuice'), ('negative', 'facebook, y u no work ? y u do this facebook ? :('), ('negative', '@diamaziing Did you ligo na? :('), ('positive', '@TheTwoHalvesAle Good luck...another potential favourite watering hole :-)'), ('positive', 'Me + Bed = Best couple ever :)'), ('positive', '@TheKimTillman ROAD TRIP!!! :D'), ('negative', '@Nebula2592 ahahah i consider it petite, i have a love hate relationship with my height :('), ('positive', 'Thank you Esai :-)'), ('positive', '@chordoverstreet just seen this at uni.. He has more talents :) http://t.co/eNq3XuOPSN'), ('negative', '@baileymac02 miss you :('), ('negative', "little mix are coming to sweden tomorrow and i can't see them :-( im sad"), ('negative', 'i want all these bts merchs :((('), ('positive', "Can't sleep so much I want to do for all you love bugs but I only made 33 tokens never mind they are yours :)"), ('positive', "@yusufyuie priced around 1600. I'm gonna forward you some info about it to your email so you can decide if you're interested :)"), ('negative', '@LittleMix Belgium :('), ('positive', '@staybubbly69 as Matt would say. WELCOME TO ADULTHOOD.... :) http://t.co/zHQy0iyaCP'), ('negative', "Don't be like that :( https://t.co/gaWf0bsr6A"), ('positive', "@RachelLiskeard Thanks for the shout-out :) It's great to have you aboard @inkfunnel"), ('negative', 'their reactions :((((('), ('positive', "Cheers for the mention... even if it's in the wrong section :) https://t.co/7453UA7n6Y"), ('positive', 'i unfollow back :)'), ('negative', 'We were 1 point close to grand finals! :( whyyy'), ('negative', "I'm draking silently so they can't hear it :("), ('positive', '@magicbricks Answering super sonically Fast :) Would love to win with you for the very first time ;) #GOHF'), ('negative', 'Devastating to find out last night that Titan AE was never actually any good :-( http://t.co/zzwd8HDcOI'), ('positive', '@Wirral_In_It @bevclack @sharpeleven \nActual LOL!\n:)'), ('positive', '@Satbains1 Congratulations Sat on your 3rd honorary degree from everyone at Alacer :)'), ('negative', 'Baggage claim. The final goodbye to all your new plane friends :('), ('negative', "@mermaid_bl00d haha aw, I miss you too! Haven't seen you for agessss :((("), ('positive', 'Enjoy a cute baby panda! :) http://t.co/9m6RWHsQEr http://t.co/UO77pIgatL'), ('negative', 'ate ayex what do you eat? youre sexy :((( I swear I eat a lot. No chill lamon haha http://t.co/CfOxw5wljZ'), ('positive', 'Hey Juaquin : V3NZOR99 :) Want to get iPh0ne 6 for FREE? Kindly check my bi0. Thx https://t.co/ETZhxUbtKc'), ('negative', '@Techverse_in first i tried this http://t.co/XTSzpi9fQW but no result :('), ('negative', 'cries bc i miss mingming so much :-('), ('positive', 'Jumma Mubbarak :) \nTo all '), ('positive', '@MrsBee21 Thanks Mrs Bee!! xxx :-)'), ('positive', '@The_Quirk and you would have to email me on (Donnae.Strydom@westerncape.gov.za) - :-) ta --- @helenzille'), ('negative', '@itstishh miss you so much :( xxxxxx'), ('positive', '@KaReeMLSheNawY it is not even a real word :D'), ('negative', 'Yeah dudes, keep calm and brace yourselves :-( https://t.co/ZnOjT3v9Gq'), ('negative', '@lh_JM88 and now me too :( hubby will be delighted to return home lol'), ('positive', '@Neenkin yeah Neenkin congrats on your successful masterpiece! :) '), ('negative', 'Dang starting next week I have "work" :('), ('positive', 'Yup, happen everywhere when people cant debate they come to name calling :-) https://t.co/dRiMWpj7ON'), ('negative', 'yeah :('), ('negative', '@Viiiiiiiiev what happened?? :((('), ('positive', "Oh lovely lovelayyy! Thanks! It is ok about the kidney.. I don't want it anyway. :p https://t.co/ZbO0cjqhzG"), ('negative', 'THEY DIDNT EXPECT THAT OMG THEIR FACES :((((( IM SO PROUD OF YOU INFINITE'), ('positive', '@IsaacKirop Thank you for following us :) if you like cool new products, check out our campaign: http://t.co/qv2DwDbGI3'), ('negative', 'Y is no one up :-('), ('negative', "@_lizzy_kay I can't drive so :("), ('negative', 'Poor guy :( http://t.co/aSq9NN4AXR'), ('positive', "It's nice seeing people changing what they need to fix. Because they care. :)"), ('negative', "can't go back to sleep :(("), ('positive', 'Add me on the snapchat yall :) give me your @ names'), ('positive', '@CelestialTea is my favorite tea :)'), ('negative', 'i dont think @camerondallas or @JackAndJackReal will ever notice me :( I STILL EXIST'), ('negative', ':( well this sucks'), ('positive', '@cinghh @imvnaj @BahetiRidham party cancel :p #BajrangiBhaijaanHighestWeek1'), ('negative', 'Beware: agonising thought experiment ahead :( https://t.co/B8Ttz1wbkG'), ('negative', 'Rejection is the reason why people deny what they really feel.\n:( @maryjan71973628'), ('negative', 'WHY MUST THE VIDEO STOP THO :('), ('negative', "I'm still awake :("), ('negative', '@itsNotMirna I was so sad because Elhaida was robbed by the juries :( she came 10th in the televoting'), ('negative', '@fkluca but no ones as cute as u so :('), ('negative', "Inter offer Nemanja Vidic to Roma...but they don't want him either :( http://t.co/Ksdgy0lTpF http://t.co/FplKjpXNQN"), ('negative', 'BABY BOY :(((('), ('positive', "@deadmau5 dieback music pack totally worth it! It's awesome :) #dota2"), ('positive', '@fczbkk Exactly! :D'), ('positive', "@SleekStudioz yes and you've always been selfish as fuck :)"), ('negative', "@tokyato askip t'existes pas :("), ('positive', "@KingsmenLead Found the song you mentioned; the Nylons on the GVB cd 'It Takes a Mountain.Titled 'Do unto Others ' #theworldwouldchange :)"), ('positive', '"I shouldn\'t b called a friend if I am not there when needed" :) ...https://t.co/lfSZl8UbXt'), ('negative', 'So nonexistent wowza :('), ('positive', '@Natasha_Thahane I like the way you said it Gal #LeloMustFall, you are so beautifull by the way :)'), ('positive', '@aatishn carpe diem Mr Nath :)'), ('positive', 'Neuer Post Online :) @elfcosmetics Fixing Spray http://t.co/V0Rm1BsEIj'), ('negative', '@craigyboi seems to be everywhere today :('), ('negative', "@_Dedox :( I'll do high you do low"), ('positive', '@TeamGtwy Thanks for adding us to your list! :) Make sure to keep in touch for more news of our light bulbs made from corn waste.'), ('positive', 'Stats for the week have arrived. 1 new follower and NO unfollowers :) via http://t.co/XxdpHuNfvp.'), ('negative', 'when I have my own little apartment can like someone come live with me :-('), ('positive', '@Tilion_IDK In Tha at case, Trion and their interactions on the forums and on Twitch. :)'), ('positive', '@GlamDianee :) now, i have a reason more to dream....'), ('positive', '@ManipalHealth c) 75% is made up of collagen #ans2win #HopeToWin :)'), ('negative', '@twcxmina shit :('), ('positive', 'lemme cover u in lipstick n cran vodka :-)'), ('negative', 'u sound upset :( https://t.co/JZBFBKld8Q'), ('positive', "@delafro_ @unbearvble yeah the left one supposedly hurts more bc it's right over your heart apparently. It'll be fine! Good luck :)"), ('negative', '@megsyfoxie WTF LIKE YOUR LIPS STILL A VIRGIN OMG MOM GET A LIFE YOURE 45 \n\nHahah : ('), ('positive', '@lee_ball @imikerussell @SocialBro Ohh #HappyFriday! Thanks for the love team. :)'), ('positive', "@amyewest Thanks! I hope you've got a good book to keep you company. :-)"), ('negative', '@rosicky1987 WHERE U BEEN HIDING BABY :(('), ('positive', 'Stats for the day have arrived. 6 new followers and NO unfollowers :) via http://t.co/zWIln6s729.'), ('positive', '@EmilyBett wishing you a happy birthday have an awesome fun filled day :D'), ('negative', 'hopeless for tmr :('), ('positive', '@Daniilarkin1 Have fun Danielle! Hope it goes well :-)'), ('positive', '@pop_ruth you miss this! :-) http://t.co/upXtepl57y'), ('negative', "This fucking bad link isn't working and I can't watch the match! :("), ('negative', "@Rico_Shabbir the massive shame about it is we would actually be genuine contenders but it won't happen :("), ('negative', 'I wish I was better with words :-('), ('positive', '@GreggsOfficial I missed you baby :) #onemochaonelove'), ('positive', 'A passion for beer which ultimately made its way to become a full-fledged business :) http://t.co/8vAYzUGK9p #Entrepreneur #Startup'), ('positive', '@BrowhausUK fab giveaway :)'), ('positive', "@creativegossip yes I think it will b stupid to discuss abt wild card entries as of now\nNow jst waiting for Vivian's performance :)"), ('negative', 'Buset :( https://t.co/hQ4y4FKniZ'), ('positive', '@Motts is my favorite apple sauce :)'), ('positive', "@Ileana_Official ohhh 'll wait for 28 :) luv uhh"), ('positive', '@Garfyville In Bath? :) Even we dont have wheelie bins, nowhere to put them @paulmutton'), ('negative', '@TitusOReily dammit I tipped Carlton :( #AFLBluesHawks'), ('positive', "@Jay_05_ HI J, you can upgrade from T-Mobile, Orange or EE with us. DM your mobile number to me and I'll ask sales to call you :)"), ('positive', 'Hello Ligao City, Albay! :-)\n\n#Concert\n#BCYC\n#LNHS https://t.co/3Lzz3xvAYp'), ('positive', 'So far so good. Ikaw musta cheatmate? :) https://t.co/YzJt2feA1u'), ('negative', '@Hydrojeon lmao hahahaha slr jgh from school :(('), ('negative', 'im so tired! :('), ('positive', 'its leo season :-) '), ('positive', 'Happy #Friday folks!! If your order your #Goodyear #Tyres online @Protyre, you can get upto 40 cashback!! (T&Cs apply) #yourewelcome :)'), ('negative', "@donhutch4 what's the score don I'm stuck at work :("), ('positive', 'GM \n Meet My Precious \nMy Soft Lady my Real Friend Mizz precious :) ;):* \n\nHow Many Likes For Her No... http://t.co/G9F2cwO6WZ'), ('positive', '@SammyAlbon morning! :)'), ('positive', '@InsertCoinTees @ViralNinja @AppaWarcow @alibakes @ibsdawg @andrearene @Just_Ge0 @JustTeddii @EGX @MattPascual <3 you guys! :)'), ('negative', "@ceeels95 Awh what's the chances when u off to Zante? We need to do something :-( x"), ('negative', 'havent seen you earlier :('), ('negative', "i'm so bored!!! pleas can 1 Arianator talk to me? :("), ('negative', "@MsDanneh @Obey_Ervin15 Tell her to screw herself. I'm gonna have a netflix and chill on my own. Y u do dis ervin :("), ('negative', '@GizmodoUK broken for me :( I really wanted my morning ice cream in the pouring rain... http://t.co/y9waxvQKpg'), ('negative', '@MaayanGean absolute world to me I was so close to seeing him but he did not show up in manila :( i cried so fucking hard that time'), ('negative', 'My after effects not spanish :('), ('negative', 'Hope #DJDerek is found safe & well had many fun times at his gigs, absolute legend :('), ('negative', "@mizznhee that's one of the sweetest things I've ever said, awuna mbulelo :("), ('negative', 'Irene seemed so sad after making that mistake :('), ('negative', 'Having a full time job means you only gonna have part time fun :('), ('negative', 'But cut encore :(((( #bad4thwin'), ('positive', "@The_RHS There's some stunning show gardens @ RHS Tatton Park Show. Wonderful designs, construction & planting :) http://t.co/E9nEtLezT6"), ('positive', '@dotlung indeed :-)'), ('negative', '@daddyksoo and yes its been a while vicky omg :-((((('), ('positive', 'What you do today can improve all your tomorrows..... :-) :)'), ('negative', "@vaxwell I know it's long and I played for 15 hours. :("), ('positive', 'Fine day :) https://t.co/VxnsjOVZdm'), ('negative', '@Kryaotic117 @TritanArmyv2 @MoreConsole yep again :('), ('positive', "@vickybeeching congratulations, really looking forward to the book and some good Sunday morning viewing. That's an awesome teapot BTW :-) x"), ('negative', "@LittleMix @SonyMusicNL Can u make a diary while you're all there please :(("), ('negative', 'Agh @UPCIreland keeps cutting out in the middle of #undercoverboss :-('), ('positive', "Ok good night I wish troye wasn't ugly and I met him today:)():)!:!; but ok today was fun I'm excited for tmrw!!"), ('positive', '@zouiriaII Good luck for ur exam :)'), ('negative', '@maknaekookie i cant :-( im still inside the train station waiting for the person ;_; home is another hour away D;'), ('negative', '@amedefu Me too_:(` ):_'), ('positive', '@VarunKiAliya23 Then Order Some Dress.. :) :)'), ('positive', '@bitcoinagile thanks for sharing Bitcoin News Stream, have a great Monday :) (insight by http://t.co/rMjqzWRE37) h http://t.co/a4DNHbw78q'), ('positive', "Happy Friday everyone! We hope you've all had a fantastic week! :) #Friday http://t.co/0ATADpLkMF"), ('positive', ':) Hope you enjoyed http://t.co/W3BNxHVv0w'), ('negative', '@bebeshaaa thanks shaaaa! Miss u super :('), ('negative', 'Rest in peace mo :('), ('positive', 'Looking forward to this! Always love Giggle Loop. Two other great acts too :) https://t.co/4JwMhC45Fr'), ('negative', 'Ahh Fam @MeekMill :( #RespectLost http://t.co/NT25MYnGYd'), ('positive', '@OMGitsBern_92 All sorted in the early hours. Thanks again for your help & raising the initial issue. makes the community what it is :)'), ('negative', 'Being ill is the worst :((('), ('positive', '"You make me alive, You make me suffer, You make me feel.. \n\nAddictive song i always sing in KARAOKE :-)..'), ('negative', 'THEY LOOKED SO SHOCK OMGGGG :((( YALL DESERVE IT :(((('), ('positive', 'Love makes two hearts one. :)'), ('negative', '@nnoonlight i missed you :( it was okay. lol. I did nothing. '), ('positive', '@mayusushita @dildeewana_ @sonalp2591 @deepti_ahmd @armansushita8 Thanks Guys :)'), ('negative', 'Sick :('), ('positive', '@iansomerhalder here in Spain is morning :) Good morning Ian!'), ('negative', "@5SOSTumblrx the APMA's :("), ('positive', '@RenboySA Please let us know which store you will be able to visit so that we may inform them and they can be expecting you. :)'), ('negative', 'Last time I was here, was a funeral and a again funeral. Modimo ho tseba wena fela. :( feeling emotional at... http://t.co/mQYsswdot7'), ('positive', '@JIBANG88 already following you back oppa :)'), ('positive', 'Well this totally blew my mind this morning : ) https://t.co/jjXcm44YPJ'), ('positive', '@iamAhmadshahzad aameen..:)\nLong Live Pakistan..#BleedGreen..'), ('negative', "@joaannelopez I've been eyeing on a small kate spade bag too! Pero walang maganda :("), ('positive', '"@TeamBaiLonaOFC: Rt to be in Bailona group chat , \n\nMention @imJANExoxo to be approve FANBASE :)"'), ('negative', "@katjturgoose @artsjobs Link doesn't work! :("), ('negative', 'Oh. Dog has peed in my @Kneewax bag. :-( So I cant take it to #NewWine15'), ('negative', 'Really want this :( http://t.co/36tSy81iMi'), ('positive', '@chewy4cutie but you can with me :)'), ('positive', 'just chillin w/ my salmon :)'), ('positive', '@mattbarker14 Nice to hear you want to switch to us :). Our Pro Kit would be the best choice for you if you follows this link it will'), ('negative', '@Giannivnni mom so far away :('), ('positive', "@Charles_Lister Yeah, bring the boom to Da'esh while co-ord with the FSA. #Estatic :)"), ('positive', '@CorcelEscort your welcome hun :) Thanks for following me!'), ('positive', '@beat_trees thank you Beatriz :)'), ('negative', '@energybiebers Sigh... :('), ('positive', '@Gurmeetramrahim #OurDaughtersOurPride Many Many Congratulations to you PAPA ji :)'), ('negative', 'ugh i have werk in the morning too :-('), ('positive', 'Evolution ! :D http://t.co/6el4C2C0uF'), ('positive', '@Tsad Close enought ? :)'), ('negative', 'Music bank encore always so short :('), ('negative', '@eydiespi there is no surprise :('), ('positive', '@hahahakumakichi Yeah! The bird transforms into a sword. :D'), ('positive', 'Yes the One and Only Team :) https://t.co/Q81LMMtmxm'), ('negative', "what's wrong with me :("), ('positive', "@SarahFHandley this one looks like it needs much more careful study I'll favourite it for later :-)"), ('positive', '@itsbecca65 thanks becca :)'), ('positive', '@CaptaainMorgan okay :))))'), ('negative', '@SophiaMascardo happy trip, keep safe. see you soon :* :('), ('negative', "@hankgreen would you ever consider creating crash course videos about computer science? There aren't many resources at my school :("), ('negative', '@fabssulli taken say :('), ('negative', "@sustinsantos what the heck that's not fair I grew half an inch in two years :("), ('negative', '@madrigalandreaa its too much serious yun eh :('), ('negative', "Miss chillin'with you :( @PrincessReeev"), ('positive', '@maureenagena Yeeeey, welcome to the club. Its been one and a half years off whatsapp.. and i donot regret it.. :)'), ('negative', '@Foooer_Hungary @FoooerSG nooo why they broke up!!! They were soo amazing togheter!! :('), ('positive', '@joiredve follback :D'), ('negative', 'UGH I CANT STREAM TMR I HAVE DUTY :('), ('positive', "@DominiquePirrie @unlatches @ShinonSai Dominique I'm your biggest fan like oh my I'm from England too can I get a fan sign :)"), ('negative', 'or a famous bowl :('), ('negative', 'we lose again :('), ('positive', '@KristyArnett Your thinking to hard in bed! :p'), ('positive', "I'm not the best, not the most perfect, but I promise to love you with my whole heart. :)"), ('positive', '@ChrisMitchell91 sometimes :-)'), ('positive', '@sakshij020 @shabnam_903 okk den call abp n spread it on allover d India n abroad as well :p'), ('negative', '@DominionSyfy when will S2 be aired in Spain?? The delay is killing us... :('), ('positive', '@DailyBBLife @JulizTwinsBB he already does :)'), ('negative', 'ahh no win for the goodbye stage :('), ('negative', "I'm gonna be dead tomorrow :(:"), ('positive', 'I LOVE YOU :) <3'), ('negative', "#ClimateChange #CC Australia's 'dirtiest' power station considers 'clean energy' biomass ... http://t.co/YeQABq6tsL #UniteBlue #Tcot :-("), ('positive', 'Super proud of @AstonMerrygold :)'), ('negative', '@DIMPLEDJAI taylor why did you crop yourself out :((((((((((((((('), ('negative', 'Popped like a helium balloon.. :-('), ('negative', '@pastelwolfxx @CHA_NNNNN niNASTY tsktsk oppa wont like u call his dick kawaii he is manly >:( http://t.co/83cUgt7qQ3'), ('positive', "@PascalPrecht @thoughtram as it's related to you I would make a new category on your blog. Then everything is on one place :)"), ('positive', 'I think I might endit my London photos & vids into a Minecon & a London video :) just to look at and remember the great time. *-*'), ('positive', '@BLACKTOGXLD my pleasure :D enjoy your day!!'), ('negative', 'going home soon :('), ('positive', 'making Alyssa rub my tummy :)))'), ('negative', 'I just wanted a bloody sandwhich :('), ('negative', "I don't want to be in a world where Hulk Hogan has been scrubbed from WWE history :-("), ('negative', "I can't sleep :( someone talk to me"), ('positive', "@OdellSchwarzeJG How?Easy.Get up at 5:30 am, go to work, come home bout 6, take care of home and family therein. That's how. You'll see. :-)"), ('positive', '@KatGraham_Italy You did save their lives! :-)'), ('negative', "@cosplayamerica I'll be there around 10. My train was delayed. :("), ('positive', '@hufflepuffjimin omg thats such a sweet thing to say thank you :-) yeah i used to go to saudi arabia a lot because of my dad'), ('negative', '@randomdavemcc1 This one was ready in 3 weeks and is also Charcoal, but the other one wont be ready til mid-end Aug :-('), ('positive', '@FionaBunn1 Forgot to ask, but may I post it on FB? Happy Friday :-)'), ('negative', '@someboysjumper @apriloumay Nowt worse than a sad looking willy :('), ('positive', '@LampShopOnline You too Lamp Shop :))'), ('negative', '@Rampageinthebox mare ivan :('), ('positive', '@vapemestoopid Ok,the first time we chat,and then i made such a joke lol .I believe you wont forget me,will u ? :) my name is @DannaQiu'), ('positive', 'me: as long as i feel comfortable im gonna wear what i want\nmy mother: haha...that sounds nice...but no :-)'), ('negative', "@NerfThorn problem is 1. I'm from UK so it's not $ and 2. I don't have $25 :("), ('positive', '@SaddestTiger @davedittell Good night, Tiger! Sweet furry dreams! : ) xxoo'), ('negative', "And it's not easy to be me :("), ('positive', "Thanks Manila_bro for the follow! Let's connect soon. :)"), ('negative', "@IzzyTailford that's true, I just want it soooooooner :("), ('negative', '@OliviaKaparang @BTS_twt for the fansign and take photo is more expensive :('), ('positive', "@grrl_afraid that's such a great idea, be lovely to have a fellow veggie! :-)"), ('negative', "Zzzzzz.....please don't let the sun come up yet.... :("), ('positive', '@tributes4u sure thing :) x'), ('negative', ".@sabal_abla @tanha_messiah But I was joking on the headline. So aren't we friends? :( Pls dn't brk my heart. :'("), ('negative', "@muhammadskates :( that's a long time"), ('negative', 'Horrible weather to be going to work in :('), ('negative', '@namwngr no, because you will get more than one and i think its not the same from the previous one :('), ('positive', '@chuckaikens Fantastic. Thank you :)'), ('positive', "I like such morning when I got dress that I bought :) I'm totally in love with it #newdress #happy https://t.co/iJ1Mv1UV5l"), ('positive', '@MSaito6 @AdeccoWaytoWork thank you for your support :) \n\n#KunoriforCEO #CEO1Month'), ('negative', "@crazynovely I will if I catch him online long enough - haha! He's being very annoying!! :("), ('positive', '@alejandrinar32 okay :)'), ('positive', '@xemig sounds still like a good idea :)'), ('negative', '@mollehgarcia no pala omg hahaha i have driving lessons :('), ('positive', "@natasghar lol ... Morning :) ... It's wet but hey it's Friday :)"), ('negative', "@madrigalandreaa u've gone too far :("), ('positive', '@JORGEACISNEROS okay let me get my bat :))))'), ('negative', "mommy's in manila and I've only seen her once :("), ('positive', '@5SOSTumblrx I threw my phone at the wall :)))))'), ('negative', '@brittleyouth @Tom_J_Allen @AndrewFairbairn @batemanesque @Hegelbon @jameswheeler that was the worst part and I still feel bad about it :('), ('negative', '@PinkCloud_RP so when will i get my jonghyun hyung? :( please predict it :('), ('positive', '@em__scott haha I know!! Not messing about :D'), ('negative', "@CherylWalmsley hmmm, they always have so much sugar in them, I rarely make them. Sorry I couldn't help. :("), ('positive', 'mom + :) = horror movie'), ('negative', 'wisdom teeth giving me so much ache :(('), ('negative', '@Wapaseeto yes, all wasp stings have been averted. Those bugs are mean :('), ('negative', "@tweetseamus how was the party last night? Shame I couldn't go :( would of been lovely to have seen you again x"), ('negative', '@rustyrockets I wish I could come and see you but on Disability pension with PTSD makes it impossible both physically and financially :('), ('negative', '#Discrimination :-( Maternity discrimination: When I needed my boss, he kicked me in teeth - ... http://t.co/2WT4YyMNWz #UniteBlue #Tcot'), ('positive', 'Singer Dusty in TUNISIA <3 Music for TUNISIA <3 it was wonderful, very nice people :-) <3\n\nYOUTUBE:... http://t.co/859XGmZ1W9'), ('positive', '@katiemcmillan90 > Message: full name, d.o.b, address, postcode and Talkmobile phone number. Thanks! :)'), ('negative', '@Uber all ice cream vehicles are busy :('), ('positive', "@MCunleashed :D I can't sleep until I need to. If I try I just lay in bed bored"), ('positive', '3hrs before.. :) tym to prepare'), ('positive', "@roma_cream that's the spirit :) #WsaleLove"), ('positive', '@MariaSharapova The hashtag says it all ................ :)'), ('negative', '@Dsitando eish ive been quit i know...i lost my twitter mojo shame...n i dont know how to get it back :( mara im sure you can help me neh'), ('negative', "SO SAD FOR THE GIRLS OH WHY DIDN'T THEY WIN :(((("), ('negative', "@peachyIauren it's so fucked :("), ('negative', 'walao kbs never show encore :('), ('negative', '@BIBBYUPDATES :(( I wish I could be there to say a final goodbye to them'), ('negative', '@imallyssagail busy sa school :( next time love yah! xx'), ('positive', 'we just face timing :) http://t.co/UoqAstlhxO'), ('negative', 'Yeah I screwed up again :-( and this time I thought I did something good good'), ('positive', 'Rt to be in Bailona group chat , \n\nMention @imJANExoxo to be approve FANBASE :)'), ('negative', 'My live streaming sucks or is it just me :('), ('negative', '@CelestialSinn I love Tiddler, but that was really silly :( but at least well be getting real new cards in like 1 hour..'), ('positive', "@JenLawUS that's disgusting so glad you have your acc back :) I hope they get what they deserve"), ('negative', ':( exit gomen'), ('negative', "i used to have such nice hair :(( look at it it's all shiny and long and wavy im emo http://t.co/qX7XO8x5Zq"), ('negative', 'This day is such a mess! :('), ('positive', '@OhhhTommyC i aint never uploading lol. Also found another vid of u dancing to henrys trap; keep going on your fitness journey tommy! :)'), ('positive', '@ciaela get well soon :) xx'), ('negative', 'My head always hurts if I stay up late lmao :('), ('negative', 'Party goodbye stage :( but this means Hello to Lion Heart and You Think'), ('negative', '@9_Moore Sadly not :( - the channel owner decides which regions it broadcasts to. Thanks, Kei. Please rate our se... https://t.co/EzfeHMTT5S'), ('positive', '@babypuffinator it does, you could have misread worse things :p'), ('negative', "What the hell is going wrong :( I don't understand why people choose to hurt each other https://t.co/hIBjz4fC2r"), ('positive', '@loulou_lucia nice pic :)'), ('positive', '@Miss_Dyna_Mite yaaaaayyyyyy you are my best friendaaaaaaa *shouts like minions* :)'), ('positive', 'That feeling when someone shares a review you worked hard on :D'), ('positive', '@f0nzie send one please :) i wont expose or roast <3'), ('negative', "@mustntgrumble I hadn't thought of an icepack. Big doses of pain killers on board. But it is feeling very very painful already :( *whimpers*"), ('negative', '@MotorsportCntrl @GP2_Official so true! This was part of a motorsport series (all on one disc) :('), ('negative', 'Awh why :( were nice https://t.co/5zAwc5Z37J'), ('positive', "@booogley because you're breaking out of your shell :-)"), ('negative', 'I still havent found my Handsome Jack drawing :(((('), ('positive', 'Stats for the week have arrived. 3 new followers and NO unfollowers :) via http://t.co/VHA72j8cqp.'), ('negative', "@flipkartsupport my order has been received at the hub nearest but doesn't look like it will be delivered today :( (1/2)"), ('negative', "@shokako1104 I'm sorry :( ! What is hypercholesteloremia ? Are you ok ?"), ('positive', '@hansolotto with SCoups^^ they are for 17 like jren is for nuest!:D'), ('positive', '@emily_etc I always walk past this place! May have to go in and try them for myself now ! :D'), ('negative', 'choreographing is hard : ('), ('negative', '@shahrukh9899 @IamMansoorKhan Huh :( yes'), ('positive', 'On this one constructive criticism welcomed :) #ganesha #texture #photography #art #hinduism #hindugod #elephantgod http://t.co/QFhF2zUKib'), ('positive', "@awad_gina @phonicfm @WomenAwards Oh Gina, you have been busy :-) Can't wait to see you and hear all xxx #soproud"), ('negative', 'I MISS INFINITE :-('), ('negative', '@blvsamx hi, can you do me some dms with luke please ?:('), ('negative', "@margauxxemm yes baby kaya i'm so sorry :((((("), ('negative', "@RyanBitchTits they feel and look better where people can't see tbh\nThey look so tacky :(("), ('positive', "Your happiness is your responsibilty. So, don't ask others to make you happy! :) #FB"), ('positive', 'goodnight ! i love Luke with all my heart :-) all my love '), ('positive', '@awselu follow back me pleasse :)'), ('positive', "@Niallll_1Dx it's a cool video i love it...:) thank u"), ('positive', '@nickhunterr Yes it is :D'), ('positive', 'Thank you Majalah http://t.co/5jjCWZzXuj for having @nabilaAF2013 on your July issue :) Lovely http://t.co/zhk7SVrIhE'), ('positive', '@rupal_hs Happy tweeting! Are you liking the new build? :) ^MM'), ('positive', '@NamanGarg26 no immediate plans but hopefully someday in the future :)'), ('negative', 'tagal :('), ('negative', 'why?:("@tahuodyy: sialan:( https://t.co/Hv1i0xcrL2"'), ('positive', "#TGIF unless you're one of my students :) Some light reading http://t.co/XxpxBHC4oH on #singapore #heroes #gp #essay #alevel"), ('negative', '@bammyxoxo @stffnkthx @breeyanuh16 same :('), ('positive', "@kevinngmingyuan peasant seats to watch a peasant team...I don't mind :p ahahha"), ('positive', "I'm liking this :)"), ('negative', '@fxnno_ i knew u would be sad :( were having a funeral i was gonna text u but i have no phone'), ('negative', "@alexmcgraaa no I can't do it, don't have the option on my phone :("), ('negative', '#ClimateChange #CC Abrupt climate change may have doomed mammoths and other megafauna, sc... http://t.co/taVMCz37E7 #UniteBlue #Tcot :-('), ('positive', 'Bad Boys :) #burgers #melbourneburgers https://t.co/TyD88wr40d'), ('positive', "Fell asleep at like 6:30 and now can't fall asleep and I have to be up in two hours :-)"), ('positive', 'Short, routine #quest from #Borderlands :) #wanderrook http://t.co/NAPmqm2do6'), ('positive', '@theguyliner @Trishie_D cool. :D'), ('positive', 'Ob 11h v kino? Why not! :)'), ('positive', '@terrylancashire @junkeedotcom Thank you :) Tricky bt v important subject.'), ('negative', '@cutelilawley whats wrong? :('), ('negative', 'No ones up :(('), ('negative', "My Gran tho !!! She knew but didn't care to tell me :(("), ('negative', '@f0ggstar @stuartthull work neighbour on motors. Asked why and he said hates the updates on search :( http://t.co/XvmTUikWln'), ('negative', 'Sorry na bh3s :( @alrakakire'), ('negative', '#DomesticViolence :( Proposed New Law Will Help Domestic Violence Victims - 98FM: Victims ... http://t.co/eoISmrzLpo #UniteBlue #VAW :-('), ('negative', '@DareToAttar im being forced to go :-('), ('negative', 'Everything and all :('), ('negative', 'some girl came up to me and was like "you are so beautiful :-(" I want to dieididieieiei she\'s so cute'), ('negative', 'why they cut the encore i wanna see snsd infinite interaction :('), ('positive', '* @Louis_Tomlinson \nThank you for always putting\na smile on my face\nMind following me? :)\nHave a nice day x\n1707'), ('negative', '@versacelopez I hate our time zone :('), ('positive', 'I am in every way like Jess. :)\nhttp://t.co/otGCWw1gUu'), ('positive', '@lvshak @AllysonMarty anytime :)'), ('positive', '@KylieDeVille Happy Birthday!! Enjoy your vacation!:)'), ('positive', '@NotThatBobJames Hahaha Go Doug! :-)'), ('positive', '@Migogos so true :)'), ('negative', "my heart is breathing for this moment in time, i'll find the words to say before you leave me today :("), ('negative', 'GUYS add my KIK - thelock76 #kik #kiksexting #sex #omegle #couple #travel #hotgirls :( http://t.co/Dn6agZcPhd'), ('negative', "#ClimateChange #CC California's powerful and influential air pollution watchdog.: Califor... http://t.co/OVU4p2qWfH #UniteBlue #Tcot :-("), ('negative', 'i miss watching anna akana videos :('), ('positive', "It's all about teamwork, right? :D #ZitecOfficeStories http://t.co/ycVA2V6ecq"), ('negative', 'All these sushi pics on my tl are driving me craaaazzyy :('), ('negative', '@NewBreed_Next u already have most of them :('), ('negative', 'read sm quotes on fb which remind me abt sm 1 and am missing him so much now :('), ('positive', "@DeMoorSophie Hii, can you follow me, please? I'd like ask you one thing in dm :)"), ('negative', '@bbygjrlmgc oh :( i hate when that happens i get so sad over it too'), ('positive', "@PXC_Macavity In case you didn't.. it's on my Facebook wall. :p"), ('positive', 'Season 11 set Have a nice Friday #SPNFamily ! :)) #SPN11 #AlwaysKeepFighting #JaredPadalecki #JensenAckles http://t.co/mGAYutmknZ'), ('negative', 'i wish :( #ZaynIsComingBackOnJuly26'), ('positive', '@bridgetminamore I voted for #brainchild 3 times, please may I have a poem? :D'), ('positive', 'wow luxord looks really amazing here in his new kingdom hearts 3 promo art !! :) http://t.co/FFJU1rlJpC'), ('negative', '@okayshesaid wish that both of us could change this :('), ('negative', 'Good bye stage :(((('), ('negative', '@prophdog_ @attepate hes such a nice person idk why anybody would say that to him :('), ('positive', '@luhanqutie follow back me pleasse :)'), ('positive', "@mogadeet It's been a lot rarer in my life than on twitter :)"), ('negative', 'The finale of Parasyte fucked my feelings alllllll the way up :('), ('negative', '@oH_So_EhmTee lol! I love sweet potato fries :('), ('negative', "We're truly sorry @chrisbrown :( have a safe flight."), ('positive', '@Bespoke_Bride @ConfettiWedding @festivalbrides @RocknRollBride @RockMyWedding thanks guys :) was fun :) another 1 ;) http://t.co/AbVIfJ3814'), ('positive', 'Laguna again. :) see you'), ('negative', "@HeyyLawley don't make the other accs feel bad :( that's just rude"), ('positive', 'Goodmorning. \n\nJust smile through the debit orders :) it will all soon be over.'), ('positive', 'Match day Bitchessss !!!\n\nReal Madrid vs Man Shitty :D'), ('negative', '@Mark23Baracael baby followback huhu :('), ('negative', 'i wanna go on xbox for netflix but am already too comfy in bed :('), ('positive', '#FF #HappyFriday @SageVatic @marchicristian @bounceroriginal @BeenFingered @Dj_Mando_Off have a great #Friday :-)'), ('positive', '@PB_Furniture @whittakerdesig1 @smart_bn @Klick_Business @HartleysRooms @REDlineCC @RedBizUK @earlybiz Woooo! Happy Friday friends :) #ff'), ('positive', "@BrandonHerrigan Welcome :), when's your next meet ?"), ('negative', '@benrwms Oh no Ben :-( That is terrible, please provide us with the name of the branch you visited. We would like to address your concern.'), ('positive', 'this #mca money tells my story :) http://t.co/I5Xs6tQE9W'), ('positive', '@starksmurdock AHH THANK U :D'), ('positive', '@Btigzy @McJamKeyper JoeRine scene :)))))\nJOSHANE POWER TANDEM'), ('positive', '@ontokkiland he really is such a cutie :D'), ('positive', '@MrSteThompson Thankyou :) \n@BCMZ_UK @MsMMango @tina_baines @CrownSheringham @LastMinuteUSVac'), ('positive', '@UrstrulyMJ i will surely watch pokiri 1nenokkadine are my all tym favs :-) #BajrangiBhaijaanHighestWeek1 @raman_akshay @urstrulyMahesh'), ('positive', '@MandaAssa awww thanks hey, a million :). Enjoy your weekend hey'), ('negative', 'Ouucchhh one of my wisdom teeth are coming through :('), ('positive', "@pottorty awwww! Sige next time u know na punta kayo dun, imma make sure na we'll go din! :-)"), ('positive', 'yang on retweet ~! :) :D'), ('positive', '@jonny_ives we saw this and thought you might need an upgrade as the girls are getting bigger :) http://t.co/AzDWGWAPBb'), ('positive', '@HowToFixMyCar Love it! :D @CrienaLDavies @HelenRoseTerry1 @PrestigeDiesels @star_aline1 @LeahRebeccaUK'), ('negative', "oh god, my babies' faces :( https://t.co/9fcwGvaki0"), ('negative', 'Why is my mum playing music out loud :('), ('negative', 'Add me on Snapchat - CorineHurleigh #snapchat #snapchatme #instagram #addmeonsnapchat #sfs #quote #kiksexting :( http://t.co/8bk7ptaqaR'), ('negative', '@tymoss wish I could have been there :('), ('negative', 'Backed out :('), ('positive', '#TY! "@dean0133: #FollowFriday @fredgarden8 @joeodiete1 @WillowRaven for being top influencers in my community this week :)"'), ('positive', '@SpongeZim .. Thank you Mario... Have a wonderful Friday.... :))'), ('positive', 'i found my prompt :-) http://t.co/f2HU2dalox'), ('positive', "@daniameows i hope one day he'll fall in love with a strong woman to let him see all the things that he refuses to see now. :)"), ('positive', '@brtoon thank you :) out and about there this weekend so will try my best :) !'), ('negative', '@malikm0ney sorka no :(('), ('positive', 'ye to #Pk hay :p https://t.co/TSLYvAClux'), ('positive', '#ff @LivelyKaty How could ANYONE resist this beautiful smile? :-) #quacketyquack https://t.co/fhndvkscgM'), ('negative', '@RileyMcDonough make me smile :(('), ('negative', '@ErnestLozoya how are u older than me :('), ('negative', 'I wish you cut your hair like this again :( http://t.co/Oyt8wMo7w9'), ('positive', '5G Liker :)\n.\nlike Fast :*'), ('negative', '@LocoTaii - My self esteem was on the lowest :('), ('positive', '@richardosman congratulations to you daughter! :D'), ('negative', 'Youve got me in chains for your love :( a sentir-se incompleta'), ('negative', 'relate to the "sweet n\' sour" kind of "bi-polar" people in your life... cuz my life... is FULL of them... :('), ('positive', '@mistytewest Happy to save the day :) Hope you enjoyed your meal Sam!'), ('negative', 'This weather has me scrolling through my contacts of people I\'ve curved on some "hey you " sigh* :('), ('negative', '@Mark23Baracael mark followback :('), ('positive', "@shartyboy Thanks for texting me back :)) I'm not texting you tomorrow :))"), ('negative', 'Such a stressful and upsetting day yesterday, the UK government sucks :('), ('negative', 'NAAAAAN PAS GOODBYE STAGE :('), ('negative', "My skype account is out of order. I think it's been hacked. So if you were in my contacts I'm sorry :( I'm creating a new one soon."), ('positive', ' LIVE @flippinginja on #YouNow - Jonah and jareddddd :) https://t.co/fINXQiPtSn http://t.co/8zWxLtDwdB'), ('positive', '@CG_Rated did u mean to hide the fots? :p'), ('negative', 'Heyyyyy i wanted to see yeols solo danceeeeee :(((((((((((((('), ('negative', 'Infinite win :('), ('positive', '@twigtwisters thanks for the info :)'), ('negative', '3:30am walk down Inglewood ummm bad idea :( ugh stupid anxiety'), ('negative', "@ItssssKelseyyyy Naa unfortunately, I didn't have my phone on me :("), ('negative', 'Can someone gift me calibraska :('), ('positive', 'idk but cant wait for tonights panel to be up for people :)'), ('positive', "@hinanRana WIP. Let me get a few things tweaked and I'll link you up :) Max kal tak."), ('positive', '@carterreynolds @hankgreen then why would he say they did? :-)'), ('positive', '@TechnoBuffalo do check us out!:) http://t.co/y3xHComvwr - Untangling was never easier! #DTangle #patent #innovation'), ('positive', 'Those who move forward with a happy spirit will find that things always work out \\:)/'), ('positive', "niall followed a fan :) and i'm still here without his follow "), ('positive', '@slutwantscock dm me? :p'), ('negative', '@Michael5SOS Sometimes I hate you :(('), ('negative', 'this weather is ruining everything :('), ('positive', 'No class today but I traine with some friends :)'), ('positive', '@haleyannmcallum Happy B-Day :)'), ('negative', '@Grofers what about me? :( #EidWithGrofers'), ('negative', "Aww the poor thing :( Hope it'okay and in good health. luckely it has been freed from those Rocks #orcalove https://t.co/tOSZMOafv6"), ('positive', 'Here you behave or else u jump_Julias Malema :D'), ('negative', '#ZaynIsComingBackOnJuly26\nI See this trend an in radio the next sing is See you again...:('), ('negative', '@TheOnion @ChoKyungHoon82 not a single untruth here :('), ('negative', '@CMPunk @MattJackson13 please please come back to wwe :( '), ('negative', '@burloutray4 I want something new too, damn you bills!! :('), ('negative', 'Why does it have to rain :('), ('negative', 'audraesar: All these sushi pics on my tl are driving me craaaazzyy :('), ('negative', "@s0ulfl0wr When's your birthday ? :("), ('positive', "TY again dear Eva.\nI'm totally agree with you :-)))\n@anvy2446 @4HUMANITEEs @SexyAF12 @kikbella @adasamper @RachelLFilsoof\nKeep Smiling u all"), ('negative', '@StevenLDN frightening case. It really gets to you :('), ('positive', '@JediEconomist I thought youd like that mate :)'), ('positive', '@chingyapp yeap :)'), ('positive', "@melfoster666 That's not true.\nI can quit whenever I want to.\n:D"), ('negative', 'Help me :('), ('negative', '@LittleMix French mixers miss you so much :( '), ('negative', "You know when a song just disappears from your phone and iTunes? I've lost Dazed and Confused :("), ('positive', 'Mans singing under the rain :) https://t.co/uj3mnLaJmo'), ('negative', '@selenagomez i miss your tweet spree oh :('), ('positive', '@nair_rinku -Its u with transparent...glasses..:-)'), ('negative', 'i hate u >.< >:( #H_My_King'), ('positive', '@DanielOConnel18 you could say he will have egg on his face :-)'), ('negative', '@Charliescoco @reeceftcharliie @SimonCowell too late :('), ('positive', '20 ghanton se light nahi :))))))'), ('positive', 'I WANT to create the FIRST #Bboying #Cardgame with #pixelart #gamedesign :D!!!! What do you think ?? #indiedev #pixel_dailies #gamedev'), ('negative', "@twyodor @gkjohn :-( I don't read most of these rehash websites that have mushroomed. A good piece may be by exception & reaches one anyway."), ('positive', 'https://t.co/gBIMDzQBY5 Must watch :D #BajrangiBhaijaanHighestWeek1'), ('positive', '@ShaggyCoe Good morning Sharon. I really hope she is doing better today too & that her medicines works. Thank you, I will :) ttyl x'), ('negative', 'Feeling sick :('), ('positive', '@bigcomedyuk @WilsonsKitchen @lisaflutterby thanks for the follow have a great day :)'), ('positive', 'Thanks @UKRunFree @MMNNActionUK the work you do for the beagles is amazing, you are incredible! :)'), ('positive', '@SocialRMadrid its 12pm here :)'), ('positive', "@FVCKL oh hell yeah :) I'll be expecting a text next Tuesday"), ('positive', '@harryperfx fback?:)'), ('negative', "My mom's a linguist. My dad's a computer scientist. And I am the dumbest one in the family :-("), ('positive', '@KChenoweth Happy Birthday, Miss Chenoweth! Hope its a great one... have oodles of cake :)'), ('negative', "don't you just hate it when you get called a mug \npisses me off >:("), ('positive', 'ELF Fighting HuHa :D :)\nMy #TeenChoice for #ChoiceInternationalArtist is #SuperJunior!'), ('negative', 'Dying for some egg benny :('), ('positive', 'Wayward Pines later!:)'), ('negative', 'When someone hits a head voice and I\'m like "I would sound amazing if I could do that too." But no... I can only do falsettos :('), ('negative', '@SynergyFlying No!!! Why did you delete me?:('), ('negative', "I'm following 73 users who aren't following me back. :("), ('negative', 'i miss my kindergarten kids :('), ('positive', "all i've done today is watch law & order: svu. i love being sick :-)))"), ('negative', 'Win tickets to Cody Simpson concert in Singapore on August 10! http://t.co/6t9XKgtwTm #SpinorBinMusicXCodySimpson pls pls :('), ('negative', 'just want to play video games/watch movies with someone :('), ('negative', "aww i've got a fever :( but #bad4thwin <3"), ('negative', '@LittleMix come to Belgium :('), ('negative', "@SBS_MTV Are you sure that Chorong is the leader? # # I can't be sure anymore :("), ('negative', "it's okay :("), ('positive', "@greatestcookie It hurts having to read about people's holidays when being at work :D"), ('negative', "@buterasfredo i can't wait for the movie to come out :("), ('positive', '@hswift65 @roseofthesealee PS I took 80-1 so I am hopeful on all counts :-)'), ('negative', 'So sad :( http://t.co/fVV9Y3WX2o via @EvokeToday'), ('negative', '@wendykims @Joix05 @GiladMillo some people need not to talk-kama hawako around :( :( \nWaa Kimaaaaaani prisssss!'), ('positive', '@JamieLou93 Congrats to you and Ryan, Jamie! Delighted for you :) xx'), ('positive', "@iGroundbreaking Could you make a Foxy's Song version in instrumental form? It sounds so epic on beats alone :)"), ('positive', '@CathsStrawberry I thought your work was seasonal, you will have really busy days. Ok so deal for weekends and in your toilet breaks :p'), ('negative', 'Athabasca glacier was there in #1948 :-( #athabasca #glacier #jasper #jaspernationalpark #alberta #explorealberta # http://t.co/dZZdqmf7Cz'), ('positive', 'Getting ready... #UberIceCream @RekolaCZ #messengerforaday :) http://t.co/dnryPnHAD5'), ('negative', "@MadniTahir I am. I've accepted the offer..but im desperate to take the year out. :("), ('negative', 'I hope SJ will be nominated soon but no SJ vs INFINITE pls :((((('), ('negative', '@RedsOrDead poor him. . . :('), ('positive', '@imynnx done yun :)'), ('negative', 'The last of my chocolate has been consumed. :('), ('positive', "@StormyKittyhawk You'll see me Saturday :p I'll see you then Stormy :D"), ('negative', '"@MgaPinoyPatama: I miss you, but I know you dont care." :(('), ('negative', "@_Birexus guess y'all ugly asf HUH :("), ('negative', '@BOYBANDSFTCARA sure!!! Sorry :( x'), ('negative', 'my dreams are gettin too realistic for my liking thx !!! cant tell whats real n what isnt :(((('), ('negative', "@LittleMix have fun in Germany :( I can't be there "), ('positive', '@ajm9890 \nThakyou sir :)'), ('positive', 'When ur skin thinks ur still 16 & decides to break out :-) cool'), ('positive', 'Stats for the day have arrived. 2 new followers and NO unfollowers :) via http://t.co/TRfnv7X9GN.'), ('positive', '@wendy1704 @Queen_of_Orange No need to stress out - they will be with you in time :)'), ('positive', "@keab42 I rang in sick yesterday, then told them I'd be back in today. I'm better this morning anyway, and I have a day off on Sunday. :)"), ('positive', '@The_Sleigher among my all time fav tweets :D'), ('positive', "@basementgalaxy Ping! I'm watching your TL like a hawk! :D"), ('negative', 'and my friends :('), ('negative', '@KanchuDarling @VidyutJammwal hey babe i just came across this pic..what is this about? I cant read hindi :('), ('positive', 'Be-shak :p http://t.co/hvJGkLnVTK'), ('negative', "NOOoo @PTTBath I've just heard the news :(")]
- def getwords(doc):
- # regularen izraz koj ke go deli stringot na zborovi
- # stringot se deli na zborovi na site prazni mesta i interpunkciski znaci
- splitter=re.compile('\\W*')
- # podeli go dokumentot na zborovi
- # i konvertiraj gi vo mali bukvi
- # pa potoa stavi gi vo lista
- # ako nivnata dolzina e >2 i <20
- words=[word.lower() for word in splitter.split(doc) if len(word)>2 and len(word)<20]
- # se vrakja recnik cii klucevi se zborovite koi
- # se vo dokumentot, a eden zbor duri i da se
- # srekjava poveke pati vo recnikot ke bide samo ednas
- # vrednosta (1) vo recnikot ne e potrebna
- return dict([(word,1) for word in words])
- class documentClassifier:
- def __init__(self,getfeatures,filename=None):
- # Broj na parovi atribut/kategorija (feature/category)
- self.featureCountsPerCategory={}
- # Broj na dokumenti vo sekoja kategorija
- self.categoryCounts={}
- # funkcija za dobivanje na atributite (zborovite) vo dokumentot
- self.getfeatures = getfeatures
- # Zgolemuvanje na brojot na parovi atribut/kategorija
- def incrementFeatureCountsPerCategory(self,currentFeature,currentCategory):
- self.featureCountsPerCategory.setdefault(currentFeature,{})
- self.featureCountsPerCategory[currentFeature].setdefault(currentCategory,0)
- self.featureCountsPerCategory[currentFeature][currentCategory]+=1
- # Zgolemuvanje na brojot na predmeti(dokumenti) vo kategorija
- def incrementCategoryCounts(self,cat):
- self.categoryCounts.setdefault(cat,0)
- self.categoryCounts[cat]+=1
- # Dobivanje na brojot kolku pati
- # odreden atribut se ima pojaveno vo odredena kategorija
- def getFeatureCountsPerCategory(self,currentFeature,currentCategory):
- if currentFeature in self.featureCountsPerCategory and currentCategory in self.featureCountsPerCategory[currentFeature]:
- return float(self.featureCountsPerCategory[currentFeature][currentCategory])
- return 0.0
- # Dobivanje na brojot na predmeti(dokumenti) vo kategorija
- def getCategoryCount(self,currentCategory):
- if currentCategory in self.categoryCounts:
- return float(self.categoryCounts[currentCategory])
- return 0
- # Dobivanje na vkupniot broj na predmeti
- def getTotalCount(self):
- return sum(self.categoryCounts.values())
- # Dobivanje na lista na site kategorii
- def categories(self):
- return self.categoryCounts.keys()
- # Treniranje na klasifikatorot
- # Noviot predmet (dokument) item pripagja na kategorijata cat
- def train(self,item,currentCategory):
- # Se zemaat atributite (zborovite) vo predmetot(dokumentot)
- features=self.getfeatures(item)
- # Se zgolemuva brojot na sekoj atribut vo ovaa kategorija
- for currentFeature in features:
- self.incrementFeatureCountsPerCategory(currentFeature,currentCategory)
- # Se zgolemuva brojot na predmeti (dokumenti) vo ovaa kategorija
- self.incrementCategoryCounts(currentCategory)
- def getFeaturePerCategoryProbability(self,currentFeature,currentCategory):
- if self.getCategoryCount(currentCategory)==0: return 0
- # Verojatnosta e vkupniot broj na pati koga
- # ovoj atribut f (zbor) se pojavil vo ovaa
- # kategorija podeleno so vkupniot broj na
- # predmeti (dokumenti) vo ovaa kategorija
- return self.getFeatureCountsPerCategory(currentFeature,currentCategory)/self.getCategoryCount(currentCategory)
- def weightedprob(self,currentFeature,currentCategory,prf,weight=1.0,ap=0.5):
- # Presmetaj ja osnovnata verojatnost
- basicprob=prf(currentFeature,currentCategory)
- # Izbroj kolku pati se ima pojaveno ovoj atribut (zbor)
- # vo site kategorii
- totals=sum([self.getFeatureCountsPerCategory(currentFeature,currentCategory) for currentCategory in self.categories()])
- # Presmetaj ja tezinski usrednetata verojatnost
- bp=((weight*ap)+(totals*basicprob))/(weight+totals)
- return bp
- class naivebayes(documentClassifier):
- def __init__(self,getfeatures):
- documentClassifier.__init__(self,getfeatures)
- self.thresholds={}
- def setThreshold(self,currentCategory,threshold):
- self.thresholds[currentCategory]=threshold
- def getThreshold(self,currentCategory):
- if currentCategory not in self.thresholds: return 1.0
- return self.thresholds[currentCategory]
- # ja vrakja verojatnosta na dokumentot da e od klasata cat (cat e odnapred poznata)
- def caclulateDocumentProbabilityInClass(self,item,currentCategory):
- # zemi gi zborovite vo dokumentot item
- features=self.getfeatures(item)
- # pomnozi gi verojatnostite na site zborovi
- p=1
- for currentFeature in features: p*=self.weightedprob(currentFeature,currentCategory,self.getFeaturePerCategoryProbability)
- return p
- # Ja vrakja verojatnosta na klasata ako e poznat dokumentot
- def getCategoryProbabilityForDocument(self,item,currentCategory):
- catprob=self.getCategoryCount(currentCategory)/self.getTotalCount()
- caclulateDocumentProbabilityInClass=self.caclulateDocumentProbabilityInClass(item,currentCategory)
- # Bayes Theorem
- return caclulateDocumentProbabilityInClass*catprob/(1.0/self.getTotalCount())
- # klasificiranje na dokument
- def classifyDocument(self,item,default=None):
- probs={}
- # najdi ja kategorijata (klasata)
- # so najgolema verojatnost
- max=0.0
- for cat in self.categories():
- probs[cat]=self.getCategoryProbabilityForDocument(item,cat)
- if probs[cat]>max:
- max=probs[cat]
- best=cat
- # proveri dali verojatnosta e pogolema od
- # threshold*next best (sledna najdobra)
- for cat in probs:
- if cat==best: continue
- if probs[cat]*self.getThreshold(best)>probs[best]: return default
- return best
- def trainClassifier(cl, data):
- nega=0
- posi=0
- for d in data:
- cl.train(d[1],d[:200])
- if d[0] == 'negative':
- nega=nega+1
- elif d[0]== 'positive':
- posi=posi+1
- print('pozitivni:', posi, 'negativni:', nega)
- ('pozitivni:', 98, 'negativni:', 102)
- if __name__ == "__main__":
- cl=naivebayes(getwords)
- trainClassifier(cl,train_data[:200])
- pos = 0
- neg = 0
- i=int(input())
- #=205
- #rint(i)
- print("Tocno : ",train_data[i][0])
- cd=cl.classifyDocument(train_data[i][1],train_data[i][0])
- print("Predvideno : ",cd[0])
- print(train_data[i][1])
- # za test primer so input 774 677 640 pokazhuva za razlikite megju tocno i predvideno
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