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https://github.com/lynk4/sentiment-analysis

Sentiment Analysis with HuggingFace transformers in Python.
https://github.com/lynk4/sentiment-analysis

datasets huggingface huggingface-transformer huggingface-transformers python3 sentiment-analysis

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Sentiment Analysis with HuggingFace transformers in Python.

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README 

        
# Sentiment Analysis



### Sentiment Analysis of Tweets



---



sentiment analysis using HuggingFace transformers in Python.



---



Required Packages: transformers, torch, numpy, pandas



```python3

pip3 install transformers torch numpy pandas

```



Model: https://huggingface.co/distilbert/distilbert-base-uncased-finetuned-sst-2-english



dataset: https://www.kaggle.com/datasets/yessicatuteja/sentiment-analysis-of-tweets



---



```bash

(p3) lynk@APPLEs-MacBook-Pro Desktop % python -u "/Users/lynk/Desktop/sentiment-analysis.py"

2024-06-25 21:14:23.221164: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.

To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.

/opt/miniconda3/envs/p3/lib/python3.11/site-packages/threadpoolctl.py:1214: RuntimeWarning: 

Found Intel OpenMP ('libiomp') and LLVM OpenMP ('libomp') loaded at

the same time. Both libraries are known to be incompatible and this

can cause random crashes or deadlocks on Linux when loaded in the

same Python program.

Using threadpoolctl may cause crashes or deadlocks. For more

information and possible workarounds, please see

    https://github.com/joblib/threadpoolctl/blob/master/multiple_openmp.md



  warnings.warn(msg, RuntimeWarning)

         tweet_id  sentiment         author                                            content

9355   1962529654       hate    beingnobody  Oh, fuck me. I've just returned from the Super...

4886   1960544150      worry        KevMain  Moving office tomorrow after 3 years at this o...

11342  1963187865    neutral       djjeddyb  #thingsmummysaid...rollercoasters are only mul...

13479  1964048928   surprise      SamLuck19  Killed a pigeon today  Thought it was going to...

34118  1752796171      empty          zenbb  @gk2007 Yu th? trang n�y xem  http://bit.ly/...

...           ...        ...            ...                                                ...

35711  1753158239  happiness      mini_ritz  @Jae878  thanks  I'm holding my mini laser lig...

19617  1966307267    neutral  NathalieCaron  @Patti0713 It's not on my cable carrier. Only ...

25652  1695163864      worry   VioletAngel1  is cheering on the Arsenal Ladies!!    and mis...

12777  1963724755       hate      revmink33  The only thing about preparing 5 sermons in on...

28025  1696006038    sadness      spryfaery  @Heart_song Glad you had a wondrous Beltaine! ...



[200 rows x 4 columns]

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Text: Oh, fuck me. I've just returned from the Supermarket Of Doom to find that I have nothing to drink here., Sentiment: NEGATIVE, score: 0.9991938471794128

Text: Moving office tomorrow after 3 years at this one, its a sad day, Sentiment: NEGATIVE, score: 0.8212727308273315

Text: #thingsmummysaid...rollercoasters are only multi-storey car parks without walls., Sentiment: NEGATIVE, score: 0.9679269790649414

Text: Killed a pigeon today  Thought it was going to move out the way of the car.. next thing I know, BANG feathers in the rear view mirror RIP, Sentiment: NEGATIVE, score: 0.9984161853790283

Text: @gk2007 Yu th? trang n�y xem  http://bit.ly/kMxHk (recommended by ), Sentiment: NEGATIVE, score: 0.851008951663971

Text: just starting my day...a long Friday, Sentiment: NEGATIVE, score: 0.7902448773384094

Text: sooooo, i just dropped my phone.  don't text or tweet me, i'm currently banging my face against a spike covered poison ivy infested wall., Sentiment: NEGATIVE, score: 0.9991554021835327

Text: Goin to bed. Goodnight everyone., Sentiment: NEGATIVE, score: 0.897927463054657

Text: Thinks FML should changed to LML (love my life), Sentiment: NEGATIVE, score: 0.9929895401000977

Text: may the 4th be with you! HAPPY STAR WARS DAY!, Sentiment: POSITIVE, score: 0.999870777130127

Text: longest flight EVER. not particularly unpleasant or uncomfortable, just really really long, Sentiment: NEGATIVE, score: 0.9920926690101624

Text: @JonathanRKnight without ur tweets i feel lost hit me with something, Sentiment: POSITIVE, score: 0.9535270929336548

Text: @LLCee I had to find out via twitter, Sentiment: NEGATIVE, score: 0.9953281879425049

Text: @cloudconnected Actually I think the NA release date was confirmed for September so it's a bit more of a wait., Sentiment: NEGATIVE, score: 0.9991187453269958

Text: @bkGirlFriday thanks! You're the first one to wish me a happy mother's day, Sentiment: POSITIVE, score: 0.9995375871658325

Text: @JorinCowley I see. I guess there must be lots of Hawks fans in Texas on twitter., Sentiment: POSITIVE, score: 0.9633103013038635

Text: @jroberson4 Good luck at the services tomorrow!! I wish I could see you guys on your vacation!, Sentiment: POSITIVE, score: 0.9995717406272888

Text: @machfairy dont be gloomy...go out and get urself ice-cream.or gin,whichever, Sentiment: NEGATIVE, score: 0.9942452311515808

Text: Through to quaterfinals of charity football tournament. My penalty save sent us through, Sentiment: NEGATIVE, score: 0.6153771877288818

Text: I'm wishing I was outside instead of trapped in my office., Sentiment: NEGATIVE, score: 0.9924334287643433

Text: @DonnieWahlberg BTW I STILL can't believe how Awesome the NEWJABBAKIDZ performance was...U in the masks..I screamed at my pc, Sentiment: POSITIVE, score: 0.9462117552757263

Text: IT'S MOTHER'S DAY, Sentiment: POSITIVE, score: 0.9957706332206726

Text: closeness or distance? closeness... but now everything seems so distant..., Sentiment: NEGATIVE, score: 0.9997096657752991

Text: @ lovelytrinkets I like the way you worded that about Rocky Road, Sentiment: POSITIVE, score: 0.9996337890625

Text: @ChimeraX *Hand up* Me, I'm going  #localgovcamp, Sentiment: POSITIVE, score: 0.9785970449447632

Text: @Gabrielle_Union don't let anyone run you away from anything, Sentiment: POSITIVE, score: 0.9965008497238159

Text: @jbgreece yeh  A little.. How are you ?, Sentiment: NEGATIVE, score: 0.97406005859375

Text: is pretty dang tired. but chambers class is for napping., Sentiment: NEGATIVE, score: 0.9680083990097046

Text: Happy Star Wars Day ...  "May the 4th be with you".... read http://tinyurl.com/axsujx for more ;), Sentiment: POSITIVE, score: 0.9996532201766968

Text: Moment over.... fly now in car, Sentiment: POSITIVE, score: 0.8575786352157593

Text: @jaceypants well piss on that. I can't get into their site @ work nor does it come thru on my phone., Sentiment: NEGATIVE, score: 0.9990264177322388

Text: i cant spell, Sentiment: POSITIVE, score: 0.9726644158363342

Text: Oh dang! 'Drag Me To Hell' came out today, didn't it? Man, I wish I remembered; I would have gone and seen it., Sentiment: NEGATIVE, score: 0.9972148537635803

Text: Someone fly me to Reno, Sentiment: POSITIVE, score: 0.9844653010368347

Text: im officially done with school til fall., Sentiment: POSITIVE, score: 0.8398813605308533

Text: The computers and the Ethernet at school are so slow!, Sentiment: NEGATIVE, score: 0.9997662901878357

Text: is missing out on the sunshine and trying to stay awake after having just 2 hours sleep, Sentiment: NEGATIVE, score: 0.9996846914291382

Text: I've got sunburn on my arm  In better news, my new Guitar Hero: Metallica game came and I beyond happy about that., Sentiment: POSITIVE, score: 0.9348998665809631

Text: Waitin for the man to get home so he can take me out !!!! been waitin 4 hours, Sentiment: NEGATIVE, score: 0.9954380393028259

Text: @simonwilder I want to play, Sentiment: POSITIVE, score: 0.998193085193634

Text: @iheartrendering awww. its cool. i ate too much ice cream, Sentiment: NEGATIVE, score: 0.9846375584602356

Text: @justgrimes - yep saw that paper immediately after completing the test essay saying i didn't know of research on it, Sentiment: NEGATIVE, score: 0.9986984729766846

Text: is at home, Sentiment: POSITIVE, score: 0.9997170567512512

Text: I miss my mom..  "May angels lead you in", Sentiment: NEGATIVE, score: 0.9974105954170227

Text: @GabrielSaporta @SUAREASY @NovarroNate you guys were absolutely amazing tonight, as always. thanks for always bringing the dance party., Sentiment: POSITIVE, score: 0.9997467398643494

Text: Good morning everyone  It's a nice day #iloveitwhen the sun is shining. And now I'm going to write some stuff, Sentiment: POSITIVE, score: 0.9998138546943665

Text: RIP Omar Edwards - Killed by friendly fire in NYC   http://bit.ly/jrM6v, Sentiment: NEGATIVE, score: 0.9981138706207275

Text: My dad just told me that he wants to put me up for sale on craigslist, Sentiment: NEGATIVE, score: 0.9971684813499451

Text: watching run fat boy run...haha its soo funny., Sentiment: NEGATIVE, score: 0.8268777132034302

Text: @megan_ward i am, Sentiment: POSITIVE, score: 0.8898416757583618

Text: is excited about Taylor Swift on wednesday!!!, Sentiment: POSITIVE, score: 0.9997978806495667

Text: http://twitpic.com/665w2 - see miles away, Sentiment: NEGATIVE, score: 0.9987711310386658

Text: healthy food is NOT helping my hangover, Sentiment: NEGATIVE, score: 0.9962769150733948

Text: Dilemma, what to wear: Now: SanFran Foggy and 58 , then Sacramento in cple hrs sun and 86 degr ., Sentiment: NEGATIVE, score: 0.9958756566047668

Text: @wendy_fred6 Awww... :/ I guess that's both good and bad, moving is not an option I guess?  Mhm, so are you, hehe ;) (we have same time?), Sentiment: NEGATIVE, score: 0.9978819489479065

Text: Taking Horse Pills, hoping I can get some sleep tonight, Sentiment: NEGATIVE, score: 0.999014139175415

Text: school then the used concert tonight!!, Sentiment: NEGATIVE, score: 0.9339135885238647

Text: Metro from trader joe to 71st closed so many firemen and cops wth happened?! Walking home bus can't go further  ohh, Sentiment: NEGATIVE, score: 0.9943027496337891

Text: I'm really tired today - I must have slept very badly... I'm glad it's an "off" Friday, but I've still got a ton of stuff to get done  #fb, Sentiment: NEGATIVE, score: 0.9985378980636597

Text: Cannot tweet. Eyes still dilated from morning eye exam. Am on verge of bifocals, and so is @adravan, Sentiment: NEGATIVE, score: 0.975536048412323

Text: winding down, love having a low key day., Sentiment: POSITIVE, score: 0.9933941960334778

Text: I know I shouldn't be saying this but fuck it..I'm horny as hell  http://twurl.nl/8q6cjc, Sentiment: NEGATIVE, score: 0.9984363913536072

Text: Now watching ZDF Fernsehgarten. Its so great that Andrea is back, at last, Sentiment: POSITIVE, score: 0.9997119307518005

Text: at school right now, Sentiment: POSITIVE, score: 0.996401309967041

Text: Mom says I have to get a new phone IMMEDIATELY....off to T-Mobile.  she paying...., Sentiment: NEGATIVE, score: 0.998042106628418

Text: @Charified sadly, I don't   hehe, Sentiment: NEGATIVE, score: 0.9936827421188354

Text: 48 days till brighton, Sentiment: POSITIVE, score: 0.9427001476287842

Text: starting to wonder if I'm going to get this job... came across as though i'd find work elsewhere if needs must... not intentionally, Sentiment: NEGATIVE, score: 0.9996917247772217

Text: @RedMummy And it's such glorious weather too - poor you, Sentiment: POSITIVE, score: 0.9980125427246094

Text: just got back from the pool, need to ice the knee, Sentiment: NEGATIVE, score: 0.9982934594154358

Text: so...i really want to be home right now., Sentiment: POSITIVE, score: 0.9991291165351868

Text: URL in previous post (to timer job) should be http://bit.ly/a4Fdb. I'd removed space which messed up URL.  ^ES, Sentiment: NEGATIVE, score: 0.999555766582489

Text: lees net op Twitter dat het #Happy Star Wars day is... "May the 4th be with you"... Sjeez wat slecht, Sentiment: NEGATIVE, score: 0.9117883443832397

Text: @npyskater Thank you!, Sentiment: POSITIVE, score: 0.9996329545974731

Text: What if Twitter was really called "Twatter"? I'm posting a Twat!, Sentiment: NEGATIVE, score: 0.9992640614509583

Text: @DavidBurke1 morning David have a safe journey and enjoy your time in the states  xxx, Sentiment: POSITIVE, score: 0.9994450211524963

Text: @isuhin O dear. so you're going to be fucking that kiddoe and I'm going to sit there doing..  nothing! awesome  WHERES THE SHOPPING?!<3, Sentiment: NEGATIVE, score: 0.9962683320045471

Text: @suewaters Sorry - I have failed to grasp your meaning, Sentiment: NEGATIVE, score: 0.999613344669342

Text: trying to figure this twitter thing out!   I'm quite excited about it, Sentiment: POSITIVE, score: 0.9995705485343933

Text: @CKHerm Glad you got to walk.  Finish the damn thesis., Sentiment: POSITIVE, score: 0.6506785750389099

Text: @gabriellenadine carnivalsofparis i think i still have yours on my bl but i'm not sure... i hardly talk to anyone anymore, Sentiment: NEGATIVE, score: 0.9989368319511414

Text: I missed you yesterday, Lacey.    We get to go to granulation tonight, though., Sentiment: NEGATIVE, score: 0.7903785109519958

Text: @imkeshav I love flock on ubuntu, Sentiment: POSITIVE, score: 0.9975118637084961

Text: @SeanyeWest the mind plugs work, but the patent got turned down b/c someone already thought of earplugs and benedryl, Sentiment: NEGATIVE, score: 0.9991369843482971

Text: @moanasaves glad u liked post  looking at the back end now...the sub 2 your blog is automatic. send url and i'll verify., Sentiment: NEGATIVE, score: 0.9908849596977234

Text: TIRED! goodnight twitter  its mother's day  happy mother's day  lov my moomy <3 yayy! God Bless., Sentiment: NEGATIVE, score: 0.8972830772399902

Text: @taylorswift13 i wish you could come to Swindon...2 hours away...its my dream to meet you  xoxo, Sentiment: POSITIVE, score: 0.9835255146026611

Text: @laracasey: LOVE you walking us through this event. So fun. Blue water. Surplus of donuts... what a great night!, Sentiment: POSITIVE, score: 0.9998327493667603

Text: @avenueofthearts My Pleasure, Sentiment: POSITIVE, score: 0.9996351003646851

Text: Oh yeah, Radio1 is SO playing Earth, Wind and Fire, Sentiment: POSITIVE, score: 0.972537100315094

Text: it's @andreamichellef's birthday today, wish her a good one assholes! Sleepytime, Sentiment: POSITIVE, score: 0.9573084712028503

Text: @miniatus Well thank you darling...it was a pleasure shopping with you...you will see the first pics!, Sentiment: POSITIVE, score: 0.9997953772544861

Text: @GabrieleDurning  sadly we were too late for TraceyCakes, but we got them elsewhere- not the same but still yummy. Tea w wee on wknd!, Sentiment: POSITIVE, score: 0.9649789333343506

Text: ugh i need a job but no one is hiring, Sentiment: NEGATIVE, score: 0.9988241791725159

Text: Watering the plants at home. Drinking a delicious smoothie from morgans because my jamba exploded., Sentiment: POSITIVE, score: 0.9991419315338135

Text: @trueblooddallas Dallas, I have a few Questions for you but, can't direct to you cause your not following me, Sentiment: NEGATIVE, score: 0.9989161491394043

Text: @SarahWV  worse case scenario i'll take tomorrow am off. are you still up or you just woke up?, Sentiment: NEGATIVE, score: 0.9993619322776794

Text: Must head back to the office, Sentiment: NEGATIVE, score: 0.9822791814804077

Text: @LeslieLang It will be an Adventure!  Have FUN with your 5 yr old and 8 mo old! (You're brave.)    Hope you have a great time!, Sentiment: POSITIVE, score: 0.9998759031295776

Text: @cccaaasss what's wrong?, Sentiment: NEGATIVE, score: 0.9991922974586487

Text: thinks she needs more followers. its still so warm  going cinema later t c night at the museum2, Sentiment: NEGATIVE, score: 0.9807064533233643

Text: @donperignon me too baby... Miss you, Sentiment: NEGATIVE, score: 0.7379233837127686

Text: @limeice arre main toh bakwaas kar raha tha. Sunday morning bakwaas, Sentiment: NEGATIVE, score: 0.9959179759025574

Text: @theellenshow get @kalebnation the twilightguy on your show, Sentiment: NEGATIVE, score: 0.9805828928947449

Text: Awww my daddy! Got in a car accident! Pray for him! He's shook'n up a lil!, Sentiment: NEGATIVE, score: 0.9890885353088379

Text: thank god i havent quit my day job  ps. turning 27 tomorrow. i just round up to 30 now., Sentiment: POSITIVE, score: 0.980602502822876

Text: I'm a lil sad looks like nomore brooklyn 4 a while WTF @lailashah, Sentiment: NEGATIVE, score: 0.9967902302742004

Text: wanted to go to white sands today. forecast says there will be thunderstorms..., Sentiment: POSITIVE, score: 0.903872549533844

Text: @caniszczyk Agreed! Though Eclipse apps hinder collecting the heap dump by catching OOME. Had to muck about in JConsole, Sentiment: NEGATIVE, score: 0.9951327443122864

Text: home alone and no one left me any gummy bears, Sentiment: NEGATIVE, score: 0.995582640171051

Text: @LeMonjat Hehe, funny (the midget thing) ! Cheer up Alex, and wave from below  Is it that you are in Germany right now? .. or in Spain? ;D, Sentiment: POSITIVE, score: 0.9977433681488037

Text: IM FEELIN RITE.. THE MOOD FLOR TWITTER AFTER DARK..., Sentiment: NEGATIVE, score: 0.8919761776924133

Text: @katelynizzle haha okay you were talking about middle college grad I think and I got worried, Sentiment: NEGATIVE, score: 0.9932039976119995

Text: @JessicaTGolden yeah I LOVE CALI so much, Sentiment: POSITIVE, score: 0.9988875985145569

Text: i'm celebrating my mother!!  and also celebrating my legacy as a woman of God., Sentiment: POSITIVE, score: 0.9998418092727661

Text: @Brawny2004 true true, I'm writing atm, trying 2 b coherent about the last 4 yrs&string narratives through it but my meats rotting nicely, Sentiment: NEGATIVE, score: 0.9492014050483704

Text: Getting ready for week  Its too nice today to be stuck inside working!, Sentiment: NEGATIVE, score: 0.9946106672286987

Text: Dan and alli are here. They suprised me, Sentiment: NEGATIVE, score: 0.8950132131576538

Text: @mrs_mcsupergirl ok, finished set u free, and i am sooooo mad rite now...it cant end like that, i dont want him to be the bad guy, Sentiment: NEGATIVE, score: 0.9602644443511963

Text: @nomadiquemc I want to be at @urbangrind, Sentiment: POSITIVE, score: 0.8336657285690308

Text: @carinacani DAMN @-) That's a lot of messages from him @-) HOW SWEET. :"> And yeah, sayang, Sentiment: POSITIVE, score: 0.9995779395103455

Text: On the way back to dublin Omg didnt hit the bed until 530  so i am so sleepy   but once again on the road back to good ole  dublin :-p ..., Sentiment: NEGATIVE, score: 0.9358395934104919

Text: @mrskutcher you're so classy, demi. Love it, don't stop doing your thing., Sentiment: POSITIVE, score: 0.9998352527618408

Text: got an RE exam on Tuesday. Wish me luck / pray for me? Thank you.  xxx, Sentiment: POSITIVE, score: 0.9176763296127319

Text: FML. I hate CSS SO BAD. I can't find an lj layout that has everything I want., Sentiment: NEGATIVE, score: 0.999453604221344

Text: @lesley007 morning sweetie, you cool?  xxx, Sentiment: POSITIVE, score: 0.9857500791549683

Text: @pamjob yay  i'll do you a heart mk shout in a sec pam, Sentiment: POSITIVE, score: 0.9903451800346375

Text: @lejjewellery oh nice going!, Sentiment: POSITIVE, score: 0.9996941089630127

Text: @IsaacMascote  i'm sorry people are so rude to you, isaac, they should get some manners and know better than to be so lewd!, Sentiment: NEGATIVE, score: 0.9973114728927612

Text: ...getting our site transferred over to a new server ... this is going to be quite a job, Sentiment: POSITIVE, score: 0.994162380695343

Text: @letskilldave - Yea, I really need to learn to reload my own, Sentiment: NEGATIVE, score: 0.9983218312263489

Text: My job sucks!!!, Sentiment: NEGATIVE, score: 0.9990423321723938

Text: I WILL CRY!!!!!!!!    I can't believe that I lost the chat!!!, Sentiment: NEGATIVE, score: 0.9979262351989746

Text: @hollypop04 mmm  Where is it Holly?, Sentiment: NEGATIVE, score: 0.9953429698944092

Text: Bah DHCP server, why must you keep falling on your face, Sentiment: NEGATIVE, score: 0.9991901516914368

Text: @myucan91 wahahahaha!! i wanna naaaaa!!! well...hapit na i guess. hahahaha ) yes, now we all know!!! hahahaha lol ) NARN! haha joke, Sentiment: NEGATIVE, score: 0.9976270794868469

Text: ready to go home, Sentiment: POSITIVE, score: 0.9993953704833984

Text: WFD: Lasagna. Still 45 minutes to go, so hungry now., Sentiment: NEGATIVE, score: 0.9906971454620361

Text: @mikeshelby Now that's a very nice way to fall asleep., Sentiment: NEGATIVE, score: 0.9825665354728699

Text: @ntpro Hmm.  My VPN works fine.    (Oh.. wait.. I don't need VPN anymore.) http://tinyurl.com/cao6tu, Sentiment: POSITIVE, score: 0.9831072092056274

Text: Can't wait 2 hand in work tomorrow then im practically finished for the year  yay!!!!!!!, Sentiment: POSITIVE, score: 0.9589449763298035

Text: Cooking dinner!! Its already late!! am making Cabbage Molagootal for dinner!!, Sentiment: NEGATIVE, score: 0.9782748222351074

Text: You spelled my name wrong, but message received   http://tinyurl.com/krw9p3, Sentiment: NEGATIVE, score: 0.9980385899543762

Text: @ccr_harris  There were way more than two! Ten hours of real-ale takes it out of you, Sentiment: NEGATIVE, score: 0.9677836298942566

Text: @iamyoushouldtoo Oh, I'm jealous (how surprising), Sentiment: POSITIVE, score: 0.9936049580574036

Text: @beccaRAR I like to support my friends  It's sad that I'm your only friend though, Sentiment: NEGATIVE, score: 0.6863706707954407

Text: @KarlaaM_ A blouse! ahahaha I gave her money and she went to get it!  Where's your mom??, Sentiment: NEGATIVE, score: 0.985194981098175

Text: @pmcclory hmm. Tough choice. You got some matches?, Sentiment: NEGATIVE, score: 0.9861451387405396

Text: did not get to go see UP!! Oh well ended up going to dinner with Blase and Bridget!, Sentiment: NEGATIVE, score: 0.9929673671722412

Text: Off to work, Sentiment: NEGATIVE, score: 0.8717076778411865

Text: @Broooooke_ listen to FTSK  they stop my bordum  haha how was your day? finished crying about Harold? ha xx, Sentiment: NEGATIVE, score: 0.9986456036567688

Text: id be happy thats its friday if i didnt have to work tomorrow  blah, Sentiment: POSITIVE, score: 0.9912693500518799

Text: @urbansmiler Is it possible to a have phobia of phobias? Afraid to look at list., Sentiment: NEGATIVE, score: 0.9971727132797241

Text: I don't ship out until October, Sentiment: NEGATIVE, score: 0.8640374541282654

Text: ahhh ... i don't care, i love this movie in all it's cheesy-ness, Sentiment: POSITIVE, score: 0.9965356588363647

Text: May the 4th be with you! Happy Star Wars Day twirps!  ROFL, Sentiment: POSITIVE, score: 0.9996576309204102

Text: Aw, not going to Toronto anymore., Sentiment: NEGATIVE, score: 0.9978697299957275

Text: @Mitchelmusso: I sent you an other call me back message  x, Sentiment: NEGATIVE, score: 0.9906909465789795

Text: Wow.....I've been stood up  Might as well go to work., Sentiment: POSITIVE, score: 0.994864284992218

Text: Last day of high school!, Sentiment: POSITIVE, score: 0.9955570101737976

Text: just finished designing her multiply site, Sentiment: NEGATIVE, score: 0.9880920648574829

Text: Good morning friends. Happy May Bank Holiday., Sentiment: POSITIVE, score: 0.9998648166656494

Text: @worldofhiglet I don't think it makes you seem shallow. Some actually do respond and converse with followers.  If they don't, no biggie., Sentiment: NEGATIVE, score: 0.6356391310691833

Text: taking requests for nkkairplay, Sentiment: NEGATIVE, score: 0.9892799258232117

Text: @TomFelton Safe flight home to you and Jade   XX, Sentiment: POSITIVE, score: 0.996052086353302

Text: Broke the laptop again..., Sentiment: NEGATIVE, score: 0.9968383312225342

Text: Looking forward to having Dinner with Family and Friendsss! Happy Mothers Day to all the Moms out there!, Sentiment: POSITIVE, score: 0.999839186668396

Text: @DonnaFirsty she fell into deep crack in the glacier  so terrible, Sentiment: NEGATIVE, score: 0.9992460012435913

Text: Omg its so gross out. no  relays tonight!, Sentiment: NEGATIVE, score: 0.9992926120758057

Text: In the middle of breakfast the school called.Yep...back to get Shey...AGAIN.3rd migraine this week or maybe one that never went away, Sentiment: NEGATIVE, score: 0.9726062417030334

Text: @GoonersNato - Aww, yeah, dear Nicky  ., Sentiment: POSITIVE, score: 0.9289051294326782

Text: @Nicsey Snap! I know that feeling well, Sentiment: POSITIVE, score: 0.9983618855476379

Text: @sandy195850 we have two small dogs, good to hear that Center Parcs wd take them. Cruising to New York on the Queen Mary 2, real treat, Sentiment: POSITIVE, score: 0.9993817806243896

Text: Good morning Monday...  I feel as though you came to visit too early... But I am happy to see you none the less., Sentiment: POSITIVE, score: 0.9995130300521851

Text: @chriscornell Thank you!  The best to you and yours tomorrow... I hope you all have a lovely day together!!, Sentiment: POSITIVE, score: 0.9998675584793091

Text: @mcrfash1 cool  what did you get?, Sentiment: POSITIVE, score: 0.8328090906143188

Text: Just rang the irish one. Drunk. Must confiscate phone.  hate him lots., Sentiment: NEGATIVE, score: 0.9996616840362549

Text: Just found out one of my coworkers that I actually like is leaving., Sentiment: NEGATIVE, score: 0.9979817867279053

Text: So my alarm got changed somehow and I ended up waking up at 1:00  I feel like half my day is gone, Sentiment: NEGATIVE, score: 0.9996119141578674

Text: @CRISCOKIDD this picture made me cry  lol http://www.twitpic.com/671w1, Sentiment: NEGATIVE, score: 0.9946340322494507

Text: Doctors appt, Sentiment: NEGATIVE, score: 0.5661691427230835

Text: Hate being skint  Anybody want to give me another job? haha!, Sentiment: NEGATIVE, score: 0.9498242139816284

Text: hiccups, Sentiment: NEGATIVE, score: 0.952165424823761

Text: @Keels_90 haha agreed  LOL, Sentiment: NEGATIVE, score: 0.9660447239875793

Text: finally home for once after a dope ass week, Sentiment: POSITIVE, score: 0.831809401512146

Text: @lisisilveira   I sent my donation to #Eric and wanted to put the banner on, but my avatar disappeared when I tried ~, Sentiment: NEGATIVE, score: 0.9989569187164307

Text: I really really really dont want to go to work! 4th shift of the week just to start over on sunday, Sentiment: NEGATIVE, score: 0.9828109741210938

Text: @boredzo I assume you mean 2nd item with 3 nested lines, but no invert call tree button to be found   �  �   �, Sentiment: NEGATIVE, score: 0.998397171497345

Text: @stevencohmer -thanks i hope i do 2  iv been playing dmc4 like 5 times kinda sick of it hehe, Sentiment: NEGATIVE, score: 0.9981616139411926

Text: Venus Williams is having a horrible day at the office, Sentiment: NEGATIVE, score: 0.9991914629936218

Text: @citycynic Sounds good to me! No more cleaning cynics orders. Haha. Good night. Talk tomorrow., Sentiment: POSITIVE, score: 0.9983250498771667

Text: Had an awesome pedicure today!!, Sentiment: POSITIVE, score: 0.9997956156730652

Text: I took my yearbook photo earlier at school, and I don't think that it will turn out great, Sentiment: NEGATIVE, score: 0.9995220899581909

Text: @xsparkage imagine if you really were lost and lost all contact with DT!  that'd be the saddest day of my life haha, Sentiment: NEGATIVE, score: 0.9992743134498596

Text: @tommcfly Tom are the MITO tour dvd's still being made cos no where seem to be stealing them and i really want a copy, Sentiment: NEGATIVE, score: 0.9990591406822205

Text: @Jae878  thanks  I'm holding my mini laser light thingy lol. How are u?, Sentiment: NEGATIVE, score: 0.672651469707489

Text: @Patti0713 It's not on my cable carrier. Only Space channel, Sentiment: NEGATIVE, score: 0.9981521964073181

Text: is cheering on the Arsenal Ladies!!    and missing my M...x, Sentiment: NEGATIVE, score: 0.9959521293640137

Text: The only thing about preparing 5 sermons in one week is just when you think you are done...you have to prepare the powerpoint slides, Sentiment: NEGATIVE, score: 0.9990072846412659

Text: @Heart_song Glad you had a wondrous Beltaine! Mine was quiet, yet in sync with the season.  Miss you all..., Sentiment: POSITIVE, score: 0.9994705319404602

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