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hahaha should be 1-1 @j_tizzle96 | TomBlott | 0.8 | 1 | 0 |
hate having curly hair. use to pray for it lmao | sundaexo | -1 | 0 | 0 |
girls that complain about the size of their engagment/wedding/promise rings make me sick. | bridezilla_life | -2 | 0 | 2 |
@valeriepersaud oh ok. you have to send me your 411. my #'s are the same. | ChiquaMeii | 1 | 1 | 0 |
i cannot wait for my life in a months time. everything will be so less stressful | abbiexmcmaster | 1.25 | 1 | 1 |
even though its still december lol | Sloweezy1 | 0.2 | 1 | 0 |
check out this pic if your a fan of thor in avengers.. !! or just a bored human being.. #followme | DOUGyystyle | 0.333333 | 1 | 0 |
@thenewnoir__ right lmao like i'm so lost who started this shit | Tiana_Cubana | -1.6 | 0 | 2 |
if you know how it feel to be hurt why would you wanna do it to somebody else | Vonnoo_Mariee | -0.25 | 0 | 0 |
@grrrod and move stuff around with gimp maybe? or give up :) | aliettedb | -0.2 | 0 | 0 |
rlly upset cos i cant listen to crave u// flight facilities in the same way bc it gave me a bad trip once and is now forever ruined | bbyputah | -1.6 | 0 | 2 |
@torrensjonathan okay...i'm curious...what's a dirty banana? | balaneski | -0.6 | 0 | 0 |
@heythereweee i'm just picturing myself digging my nails into your skin... making you feel the pain. ah.. what a beautiful image... | aromaticBayonet | -0.6 | 0 | 0 |
daily #cancer: you have moments where you both feel like you can't stand anyone else but each other for the moment. | Zodiac_ebooks | -0.25 | 0 | 0 |
loses place in notes | Sloweezy1 | -0.6 | 0 | 0 |
@komundy they're sold now. thanks tho. | cpugh | 0.8 | 1 | 0 |
woah can't believe it's almost april already like woah. | uknowcamille | 0.4 | 1 | 0 |
one of the most scariest experiences i ever had to face . how do i be strong when i'm so weak !? | Ch3ryB3ary | -0.25 | 0 | 0 |
my literal beliefs are that everyone should be treated equally. that's all i want. i don't give a shit what gender you are | YouMeAtYMAS | 1 | 1 | 0 |
@kurdapya214 bwahaha .. buti kung ganon talaga! | angeLmichSG | 0.5 | 1 | 0 |
yeah right. last election #gop was in cahoots with #media. no credit for @barackobama | progressive4u2 | -0.25 | 0 | 0 |
it's never easy but it carries immense benefits. | franciskong | 1.2 | 1 | 1 |
@m_sheehankilt ummmm..... good morning!!! | tsinspired | 1.25 | 1 | 1 |
@saviour_queen just because you're a bitter piece of trash. it's just disgusting. | shieldagentskye | -1.4 | 0 | 2 |
ran outta gas in ebensburg lol whyyyy | dandreal_ | 0 | 0 | 0 |
@ribenjiuchiha a small growl would emit from her. having her patience all gone. she would take action of her own due to the male enjoying- | ValiantIryoNin | 0 | 0 | 0 |
how strange is it that after all that . we're strangers again | _JessicaHo_ | 0.25 | 1 | 0 |
honestly who promises their friends kisses away like that | realdanascully | 0.4 | 1 | 0 |
. @rudanc has a 7' ding ding and he won't admit it -@littleoduocha | YounowExpose | -0.8 | 0 | 0 |
@the_stir @dev_still71 sending love#light# blessings to your beautiful kid.. | andrealegend | 1.4 | 1 | 1 |
#budget2015 #bbcdp so 1% to pay 27% of tax that's the same who own 85% of wealth?so the rest who own only 15% of wealth pay 73% of tax then? | 5stringpaul | -0.5 | 0 | 0 |
.@minnemike the freedom to say hateful things may be lost forever... oh noes! and you can still associate with all your gay hating friends | knoxkp | -0.5 | 0 | 0 |
@theant1_chr1st i'm not lying to you. i swear i'm not lying to you. i swear i'm not.. i would die a thousand times to stay with you. | aromaticBayonet | -0.5 | 0 | 0 |
@nicemansolo as do i mr. solo. you got everything that i was supposed to ration out. the jedi confiscated nearly all of it | sith_hannah_ace | 0.666667 | 1 | 0 |
#vautour - jolly good... | mattjstott | 2.4 | 1 | 1 |
everyday i'm working on becoming a better me...#everyday | Syrania | 1.4 | 1 | 1 |
regional paper talk: champ hotshots eyed: championship strikers tyler walker and callum wilson are wanted... | i4_southampton | 0.4 | 1 | 0 |
who ever gets it the finance is going to be both the most difficult and crucial challenge with out a doubt shuffling prorities wont do it | itiddly | -1.25 | 0 | 2 |
@nhl nobody cares.go to bed | d_izzzle | -0.6 | 0 | 0 |
@charlesbriggs2 @t_bucket11 ugh bye | VarnerKaleigh | -0.25 | 0 | 0 |
now in days. mine phone is beyond dry. i will be on it like im doing something. but most likely im not. | YouKnoHim_Travi | -0.8 | 0 | 0 |
@kenpeace *curtseys* well i do keep a tremendous bar. | Roseyanny | 1.6 | 1 | 1 |
segulls r fucking brave and vicious got attacked twice because they were after my pasty | GracaMutseyami | -0.333333 | 0 | 0 |
do you ever just remember jacob thrap exists and get really happy? | Shes_Hopeless | 0.4 | 1 | 0 |
love how a lot of superstars are focused on going after the ic title now. the title actually looks important & relevant again. | SupportingBryan | 0.6 | 1 | 0 |
make the most of today because tomorrow is not promised to anyone. | hherreran1 | 2.666667 | 1 | 1 |
i need to get out this damn car | victoria_alvaa | -1.5 | 0 | 2 |
@jadesevene99 it's the least i can do to make your night you made my life when you decided to be mine love | Wright98Isaiah | 1.5 | 1 | 1 |
@beingtottyx this is disgusting btw were you ok the other night i could tell you were seriously drunk so i didn't want to reply hahaha | shiminlim | -1.5 | 0 | 2 |
but do muslims allow women to practice these rights? | A90s_ | 0.2 | 1 | 0 |
just because you forgive someone doesn't always mean you're inviting them back into your life. forgiveness makes letting go easier. | landpsychology | 1.5 | 1 | 1 |
brunos a fuckin monster #realworldskeletons | prettylaurynn | 0.2 | 1 | 0 |
@arianagrande you are my everything x | sassbuteraXO | 1.666667 | 1 | 1 |
@disney_images @universalorl they'll still be bad. xd yeah. wizarding world is amazing. as is transformers. despicable me. springfield. | YellowCranePr | 0.8 | 1 | 0 |
@kcclyde @warpigsallies @lukegoss @dolph_lundgren #your captain is awesome | andrealegend | 1.5 | 1 | 1 |
tomorrow could i pull off wearing just a short sleeve autism shirt or will it be too cold for that someone please tell me i really dont know | BUCK_MONEYY | 0 | 0 | 0 |
we took a giant production staff picture today. i look forward to dreading it. | IamArg | 0.25 | 1 | 0 |
@theravenboy13 you never listen. do you? get out of there! *she says upsetly* | sith_hannah_ace | -1 | 0 | 0 |
*doctor writes fucking savage on clipboard* | virtuous_being | 0.2 | 1 | 0 |
#gemini : you put a smile to the world. the world will eventually returning smiles | ViralHoroscope | 1.4 | 1 | 1 |
@captainboo i just checked; they're 50% cotton. 17% wool. 17% nylon. 16% silk so you'll have to wash them with your delicates. yay so happy! | the_horla | 1.2 | 1 | 1 |
really caring for someone= putting their needs/wants first. not just say it- actually do it! big difference! some people can't/won't do it | tsinspired | 1.5 | 1 | 1 |
@amarab04 to be honest none of the performances bothered me much. whether it was something about the recording i don't know. bit odd. | asmallmind | -0.5 | 0 | 0 |
q. jungkookie what do you like? | sugasweg | 0 | 0 | 0 |
@parkdean glad to see some positive tweets. hopefully my experience is a one off. gas leak plus other problems. fed up with the faults! | caroleay | 0.6 | 1 | 0 |
@jaclyn_rose234 99% sure i'm going to | Vannnx3 | 0.4 | 1 | 0 |
@thelongestsong tell whoever is pissing you off to step on a lego | wild_is_my_life | -1 | 0 | 0 |
@thescript @thescript_danny good morning! hope you have an amazing day!!!!!#thescriptfamily #thescript | tsinspired | 1.8 | 1 | 1 |
@clairesaparrot @jillianreeta @goshhdarnit you do have power though. please know that. we all do. our voice is powerful enough. | righteoustiger | 0.6 | 1 | 0 |
@hyper_chondriac i still find it so difficult to believe!! | FooledBySecrecy | -0.8 | 0 | 0 |
@st3v3turn3r agreed! @kargair is missing out on all the fun @childreach today. bad day for vacation. :-) | corazenia | 0.666667 | 1 | 0 |
only a few more days before my iphone 4 bursts into flames and self-destructs when the new iphone 5 is released... | tomfricke | -1 | 0 | 0 |
great way.to.start my.day out listening.to @bmadmusic | Shania_Hansen | 1.4 | 1 | 1 |
but zayn being pakistani has never been an issue to me?? why do you all think that would've been an issue? cant see whats wrong with it | vainswift | 0.25 | 1 | 0 |
brilliant in porridge as well... | adriantoomey | 1 | 1 | 0 |
y treat me like shit? did i do sth wrong? | yongshun095 | -1.75 | 0 | 2 |
@baseddap not eating actually makes you gain weight before loosing it. lol | _Cindy_58 | -0.6 | 0 | 0 |
from @fpentrepreneur student-run east coast lifestyle goes to washington for global entrepreneur awards | financialpost | 0.4 | 1 | 0 |
i don't normally deserve nice things but i'd like to think i've deserved my day off today. 1st since forever when i have no plans at all. | FooledBySecrecy | 0.8 | 1 | 0 |
getting ready to go to the movies again! #singlemom #life | Emma0839 | 1.4 | 1 | 1 |
stupid stupid snow. die snow. | zoelyoung5 | -1.4 | 0 | 2 |
i can't believe i miss #oomf.. | _Cindy_58 | -1.25 | 0 | 2 |
hope i didn't have any homework this weekend | They_call_me_po | -0.4 | 0 | 0 |
@kingzjameis didn't know u had a brother. my condolencez rt @cbs12: breaking: saudi state tv reports: king abdullah has died at 90. ap says | Thav916 | -0.5 | 0 | 0 |
tomorrow. @browncrayon and i become mortal enemies. #baseballiscoming | cantidiamore | -1.25 | 0 | 2 |
either way you know it's going down. tell me how you like ittt | samamarie0924 | -0.6 | 0 | 0 |
t2. please don't let anyone do a diagnostic thoracotomy on you for a screen or ct detected nodule!!! go minimally invasive. #lcsm | BrendonStilesMD | 0 | 0 | 0 |
@hale_danyell_po thank you hailey!! | ShreveB | 0.8 | 1 | 0 |
i come to you this afternoon to share something with you.. i can't take the credit.. this goes to my coach... | IsaFueled | 0.75 | 1 | 0 |
it takes black magic to manage any 12 year old girl. let alone a witch #bittens2 | birdkittyme | -1.6 | 0 | 2 |
i fucking swear every time i go to eagle rock mall i get stared at as if i'm a naked statue or some shit. | queenbdot_ | -1.2 | 0 | 2 |
it's crazy what jealousy can do to a person.. | Vannnx3 | -0.5 | 0 | 0 |
@steelnstarlight i been rippin and running all day so tbh. im pushin it by watching one movie lol. just jp is fine | schontherattler | 1.2 | 1 | 1 |
@bishnu_b you do passive-aggressive so well. | alixcote | 0.2 | 1 | 0 |
you know you messed up somewhere in life when you've set your alarm for 5:25am three days in a row. | Please_No_Pics | -0.6 | 0 | 0 |
@spoiledashley_ and february had less days too. that makes it even more impressive. congratulations spoiled ashley! #successfulwoman. | bolony | 0.8 | 1 | 0 |
you can go out there and put up 30 everynight but that wont win you championships | grind2times | -0.25 | 0 | 0 |
beautiful evening at @surreyhospice one enchanted evening fundraiser last night. proud to support all the good work this organization does! | alixcote | 1.6 | 1 | 1 |
the grand ole opry gets hip to #hashtags to harvest a new audience online | 4charityvision | 1.5 | 1 | 1 |
and now i'm scared. i'm on the verge of passing out and the pain is the only thing keeping me awake. would love for some help right now. | TheFlamicon | 0 | 0 | 0 |
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Dataset from the paper https://web.eecs.umich.edu/~mihalcea/papers/ruan.acl16.pdf with original annotiations + added 0/1 mapping (<=0 -> 0, >0 -> 1) and 3 class mapping: [-3,-1) -> label 2 (pessimism), [-1,1] -> label 0 (neutral), (1,3] -> label 1 (optimism)
All credit goes to authors
Finding Optimists and Pessimists on Twitter
Xianzhi Ruan, Steven Wilson, Rada Mihalcea
54th Annual Meeting of the Association for Computational Linguistics (ACL), 2016
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