vamossyd/emtract-distilbert-base-uncased-emotion
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$DAKT: Daktronics, Inc. has lost a star, now a 1 star stock. (https://stockflare.com/stocks/DAKT.O) | <ticker> <company> inc . has lost a star , now a <number> star stock . | neutral | sad |
$IF 85% Sell signal for the next 25 days (swaps are possible before). Scientific trading signal by Algonell | <ticker> <number> % sell signal for the next <number> days swaps are possible before . scientific trading signal by algonell | neutral | neutral |
$F still looks overpriced (rated 2.6 as price is down to 15.12). Price vs ratings chart: http://stks.co/j2fc0 | <ticker> still looks overpriced rated <number> as price is down to <number> . price <ticker> ratings chart : | neutral | neutral |
This is an close up of my chart just posted. $study $ES_F http://chart.ly/h6nwu5j | this is an close up of my chart just posted . <ticker> <ticker> | neutral | neutral |
$SPY Need to get weaned off oil, be inventive cultivate new resources, by doing so deal a heavy blow our enemies in Middle East at same time | <ticker> need to get weaned off oil , be inventive cultivate new resources , by doing so deal a heavy blow our enemies in middle east at same time | neutral | anger |
$EURGBP - EURGBP touch trade - http://stks.co/b2HZb | <ticker> - <ticker> touch trade - | neutral | neutral |
#Levermann #Global #MidCap #Sell WK26 $CINF (-4), $BEN (-1), $CFG (-4), $TECH (0), $CE (-2), NTAP (0), DISCA (1), RCL (-6), HAS (-2), AAP (-3) https://bit.ly/2VqA5Fm | levermann global <company> sell wk <number> <ticker> - <number> , <ticker> - <number> , <ticker> - <number> , <ticker> <number> , <ticker> - <number> , <ticker> <number> , <ticker> <number> , <ticker> - <number> , has - <number> , <ticker> - <number> | neutral | neutral |
$ZC_F gone short .5 of the high | <ticker> gone short <number> of the high | neutral | neutral |
went SHORT $AMZN | went short <ticker> | neutral | neutral |
$MGT .Here is everything in a nutshell | <ticker> . here is everything in a nutshell | neutral | neutral |
$UVXY I'm looking at 22.8 / 21.5 / 21 / 18.3 then flush. | <ticker> i am looking at <number> / <number> / <number> / <number> then flush . | neutral | fear |
$SPY stick save after stick save. ??? | <ticker> stick save after stick save . ? ? | neutral | fear |
SELL rating on $GPRO in '@GoPro: Out Of Focus': medium.com/@theoldcurrency | sell rating on <ticker> in ' <user> : out of focus ' : medium . com / <user> | neutral | sad |
$AMD 9.93 is bottom... | <ticker> <number> is bottom . . | neutral | neutral |
$CL_F Added to short, 1 @ 43.55 | <ticker> added to short , <number> <number> | neutral | neutral |
$NQ_F $TQQQ market volatility http://stks.co/b13tB | <ticker> <ticker> market volatility | neutral | neutral |
$BBRY bob d says "i don't need a weather man(app) to know which way the wind blows" | <ticker> bob d says i do not need a weather man app to know which way the wind blows | neutral | neutral |
$DDD do you think target should be 33.3 22.2 or 11.1? | <ticker> do you think target should be <number> <number> or <number> ? | neutral | neutral |
$rig still same story. belwo .80 I would add anohter part. as well as abvoe 20.2 | <ticker> still same story . belwo <number> i would add anohter part . as well as abvoe <number> | neutral | neutral |
$SQ longs....for a look at your future, observe $NFLX | <ticker> longs . . for a look at your future , observe <ticker> | neutral | neutral |
$BAC I think this is likely to test 16.72 tomorrow | <ticker> i think this is likely to test <number> tomorrow | neutral | neutral |
$JNUG which company has enough cash to buy jnug out? Apple? Google? | <ticker> which company has enough cash to buy <ticker> out ? apple ? google ? | neutral | neutral |
$VCEL @Darkgothic I count on it | <ticker> <user> i count on it | neutral | neutral |
$CYBR Same thing happened to $FEYE from almost $100 to $30s | <ticker> same thing happened to <ticker> from almost $ <number> to $ <number> s | neutral | neutral |
$ALNY 9ema about to cross 20ema. Short setup forming. | <ticker> <number> ema about to cross <number> ema . short setup forming . | neutral | neutral |
"@stockcircles: $ZIOP downgraded to a Hold from a Buy based on 54 votes @ Jan 14, 09:36 ET." | <user> : <ticker> downgraded to a hold from a buy based on <number> votes jan <number> , et . | neutral | neutral |
$FB this stock is worth $45 | <ticker> this stock is worth $ <number> | neutral | neutral |
$EURUSD #EURUSD screencast here: http://stks.co/c0sjB Take a FREE trial of all our #FX reports, email Sales@MarketChartist.com #Forex | <ticker> <ticker> screencast here : take a free trial of all our <ticker> reports , email sales <user> . com forex | neutral | neutral |
$WTSL Market Makers better get the ask back down to .05 cents or there won't be any shareholders around when the company makes a decision | <ticker> market makers better get the ask back down to <number> cents or there will not be any shareholders around when the company makes a decision | neutral | anger |
$EWZ http://stks.co/409j $EWZ Brazil ETF making a 3 year long H&S pattern, Neckline support at 50 | <ticker> <ticker> brazil etf making a <number> year long h & s pattern , neckline support at <number> | neutral | neutral |
$BBRY Flush passed 9.17. Looking for mid 18's now | <ticker> flush passed <number> . looking for mid <number> now | neutral | neutral |
$CTIC no drug will be approved, shire sees it clearly, that's way they backed out. | <ticker> no drug will be approved , shire sees it clearly , that is way they backed out . | neutral | sad |
$PLX back to .60's. | <ticker> back to <number> . | neutral | neutral |
Intra-day H&S on $CL_F $USO | intra - day h & s on <ticker> <ticker> | neutral | neutral |
$DWTI FREEZE does not mean CUT production! http://stkw.it/xPM | <ticker> freeze does not mean cut production ! | neutral | neutral |
$MNKD 3's soon but what do I know? | <ticker> <number> soon but what do i know ? | neutral | neutral |
$LGF MJ1 below 123m est, Sunday dips to 25m is below Twilight BD1, WS has 350m domestic est, MJ1 likely 250m $SPY
http://stks.co/c1HuL | <unknown> mj <number> below <number> m est , sunday dips to <number> m is below twilight bd <number> , ws has <number> m domestic est , mj <number> likely <number> m <ticker> | neutral | neutral |
$DFIN: Forecast sales for Donnelley Financial Solutions Inc are no longer forecast to rise this year. (https://stockflare.com/stock/DFIN.K) | <ticker> forecast sales for <company> financial solutions inc are no longer forecast to rise this year . | neutral | sad |
$RGSE holding but not for long | <ticker> holding but not for long | neutral | sad |
$BABA $nvda crickets.. keep selling ever pop if there is one | <ticker> <ticker> crickets . . keep selling ever pop if there is one | neutral | neutral |
$EWZ 500 shares short | <ticker> <number> shares short | neutral | neutral |
$SPY Bonds and gold. That's the story here. | <ticker> bonds and gold . that is the story here . | neutral | neutral |
$FB still short for 48s today should get into Q4 | <ticker> still short for <number> s today should get into q <number> | neutral | neutral |
$AAPL "Apple Showing Signs Of Being Water-Logged And Getting Wetter" -Foreshadows possible lower move. (The Street) http://stks.co/p0OAg | <ticker> apple showing signs of being water - logged and getting wetter - foreshadows possible lower move . the street | neutral | fear |
$GEVO .33 ah??! Hoooollleeeeee f$#@. | <ticker> <number> ah ? ? ! hoollee | sad | disgust |
$AMD who else but amd | <ticker> who else but <ticker> | sad | neutral |
$VII i was hoping for a another bounce, but she's now looking stagnate. gotta be | <ticker> i was hoping for a another bounce , but she is now looking stagnate . gotta be | sad | neutral |
$GBSN - I wish I did my DD before I bought into this because honestly this company is just hemorrhaging money look at the past earnings. | <ticker> - i wish i did my <ticker> before i bought into this because honestly this company is just hemorrhaging money look at the past earnings . | sad | sad |
$TWTR Just another temporary, short-term spike on the chart. How many times do we get to play this game w this stock? Back to $14.75. lol. | <ticker> just another temporary , short - term spike on the chart . how many times do we get to play this game w this stock ? back to $ <number> . lol . | sad | disgust |
$FCX Kids, one up day does not a trend make. This sick puppy will go lower. | <ticker> kids , one up day does not a trend make . this sick puppy will go lower . | sad | anger |
$AAPL On Friday night (Feb. 21, 2014), Apple announced a major security flaw in their software for mobile devices. NO FIX YET ..... | <ticker> on friday night feb . <number> , <number> , apple announced a major security flaw in their software for mobile devices . no fix yet . . | sad | fear |
$PCLN darn it | <ticker> darn it | sad | sad |
$GPRO I was killed averaging down on this. My heart goes out to my former fellow longs. If we hit single digits, I will jump back in. | <ticker> i was killed averaging down on this . my heart goes out to my former fellow longs . if we hit single digits , i will jump back in . | sad | sad |
$CETX im out, worst investment so far | <ticker> <ticker> out , worst investment so far | sad | sad |
$HTZ no bueno anymore | <ticker> no bueno anymore | sad | sad |
$BTC.X Buying will turn to regret | <ticker> buying will turn to regret | sad | fear |
$INTC saw that exhaustion here yesterday - looks like still room to pull back http://stks.co/cMqL | <ticker> saw that exhaustion here yesterday - looks like still room to pull back | sad | neutral |
$MNKD Script numbers are ABYSMAL..... | <ticker> script numbers are abysmal . . | sad | disgust |
$TSLA as predicted long term support broken, now there is a thin air | <ticker> as predicted long term support broken , now there is a thin air | sad | fear |
Never buy crap like $bidu and other China equities. | never buy crap like <ticker> and other china equities . | sad | disgust |
$SRNE Even if true about CFO leaking.. info was bad for SRNE AND LAWSUITS are going to be massive. Other Twitter posts point to C level stock fraud.. should be interesting | <ticker> even if true about cfo leaking . . info was bad for <ticker> and lawsuits are going to be massive . other twitter posts point to c level stock fraud . . should be interesting | sad | fear |
$GLUU we are red folks! | <ticker> we are red folks ! | sad | sad |
$IWM a short since 119.46 was broken. Targets 116.17 & 115.75. Bulls need to retake 121.1 first. Weekly a short since 120.11. $TF_F $RUT | <ticker> a short since <number> was broken . targets <number> & <number> . bulls need to retake <number> first . weekly a short since <number> . <ticker> <ticker> | sad | neutral |
With $amzn convincingly losing 300 - things could get ugly fast | with <ticker> convincingly losing <number> - things could get ugly fast | sad | fear |
$SRPT "all showed decline in distance since week 144" ---- Weak data | <ticker> all showed decline in distance since week <number> - - weak data | sad | sad |
$MNKD This stock is the worst investment I have ever made. Underwater, I will be happy to dump once (if ever) I get back to flat. | <ticker> this stock is the worst investment i have ever made . underwater , i will be happy to dump once if ever i get back to flat . | sad | sad |
$FSLY $ AYX $DDOG $WIX It is time to do your own research rather blindly listen to biased analysts or crappy Cramer COVID-19 list. They are all 20% down. | <ticker> $ <ticker> <ticker> it is time to do your own research rather blindly listen to biased analysts or crappy cramer covid - <number> list . they are all <number> % down . | sad | anger |
$AAPL so i understand that some HATE the stock (Of course it went from 700 to 400 hurting many) But nevertheless IPAD is WONDERFUL | <ticker> so i understand that some hate the stock of course it went from <number> to <number> hurting many but nevertheless ipad is wonderful | sad | happy |
$ACB death slide on the yearly chart | <ticker> death slide on the yearly chart | sad | sad |
$TWTR - leaders dropping quickly $GOOG $YELP $PCLN $FB - who's next? The weak stock protected by an upgrade by an IPO underwriter. | <ticker> - leaders dropping quickly <ticker> <ticker> - who is next ? the weak stock protected by an upgrade by an <ticker> underwriter . | sad | fear |
$AA so when they divide a POS stock, that makes 2 POS's, right? | <ticker> so when they divide a pos stock , that makes <number> pos , right ? | anger | disgust |
$ATHN going up for no reason. Adding more to short position. | <ticker> going up for no reason . adding more to short position . | anger | anger |
$NCNO Obliterated on high volume. Back to 70s. | <ticker> obliterated on high volume . back to <number> s . | anger | sad |
$TVIX who else is shorting the f**k out of this tomorrow? | <ticker> who else is shorting the f * * k out of this tomorrow ? | anger | anger |
$AMRS Lolol Classic , sucker then in with a quick little pop and drop it on there heads | <ticker> lolol classic , sucker then in with a quick little pop and drop it on there heads | anger | disgust |
$SNAP mark my word again ....this pos not worth more than $5 | <ticker> mark my word again . . this pos not worth more than $ <number> | anger | anger |
$ACIA tomorrow let's see low 40'sss .. hats off to shorts who shorted above 100 | <ticker> tomorrow let us see low <number> ss . . hats off to shorts who shorted above <number> | disgust | disgust |
$XGTI Shorts didn't even blink an eye. | <ticker> shorts did not even blink an eye . | disgust | neutral |
$GRPN i will short more 8f it touch $5!!! Im waiting.... | <ticker> i will short more <number> f it touch $ <number> ! ! <ticker> waiting . . | disgust | anger |
$RIG next target $8.94 hahaha | <ticker> next target $ <number> hahaha | disgust | happy |
$AAPL Come to Papa and get a thrashing. | <ticker> come to papa and get a thrashing . | disgust | anger |
$AKER obviously a easy case and easy money, otherwise we wouldn't have this many firms jumping out of the water like piranhas | <ticker> obviously a easy case and easy money , otherwise we would not have this many firms jumping out of the water like piranhas | disgust | disgust |
$NVAX This thing is looking for prisoners. Don't get caught in the pre-market because they aren't going to feed ya. RawDoggin it fast! | <ticker> this thing is looking for prisoners . do not get caught in the pre - market because they are not going to feed ya . rawdoggin it fast ! | disgust | disgust |
$DRYS $TOPS $GLBS is everybody stuck holding a big fat reverse split bag? don't mess with the Greeks please | <ticker> <ticker> is everybody stuck holding a big fat reverse split bag ? do not mess with the greeks please | disgust | disgust |
$SHLL waterfall to 20 cya lmao making a lot money loading short | <ticker> waterfall to <number> cya lmao making a lot money loading short | disgust | anger |
$DRYS ..Manipulation..to go 1$😃😃 | <ticker> . . manipulation . . to go <number> $ 😃 😃 | disgust | disgust |
$VRX I told you all not to long ago not to buy until it is in the $8.00-$12.00 range! | <ticker> i told you all not to long ago not to buy until it is in the $ <number> - $ <number> range ! | disgust | anger |
$NKLA when you think your stock is the next $TSLA, but it turns out to be a big fat lie. | <ticker> when you think your stock is the next <ticker> but it turns out to be a big fat lie . | disgust | disgust |
$SKLN pumpers always have something funny to say. Oh Oh Oh. | <ticker> pumpers always have something funny to say . oh oh . | disgust | disgust |
$DOGE.X this one is done. Elon isn't going to save it, tiktok has moved on and don't buy the dips you'll waste your money | <ticker> this one is done . elon is not going to save it , tiktok has moved on and do not buy the dips you will waste your money | disgust | disgust |
$DRYS I am going to make a ton of money off of people stupidity. | <ticker> i am going to make a ton of money off of people stupidity . | disgust | disgust |
$TVIX Bears always have some excuse, volume, manipulation, PPT, China lied..... | <ticker> bears always have some excuse , volume , manipulation , <ticker> china lied . . | disgust | anger |
$VRX $16 by eow, obviously lmao. | <ticker> $ <number> by eow , obviously lmao . | disgust | neutral |
$ODP garbage | <ticker> garbage | disgust | disgust |
$DRYS Longs today after 25% loss - LMAO!!!! | <ticker> longs today after <number> % loss - lmao ! ! | disgust | disgust |
$F Seeking Alpha Its about to get Ugly.
https://seekingalpha.com/article/4062763-ford-get-ugly | <ticker> seeking alpha its about to get ugly . | disgust | fear |
$GC_F SHORT 1 contract 1347.30 no fuckin stop yet on this garbage $GLD | <ticker> short <number> contract <number> no fuckin stop yet on this garbage <ticker> | disgust | anger |
$LMFA nothing more than a pump and dump scam. | <ticker> nothing more than a pump and dump scam . | disgust | disgust |
$AMD I think this one dumps again! I am watching all the new bag holder dreaming of getting rich on this POS stock. | <ticker> i think this one dumps again ! i am watching all the new bag holder dreaming of getting rich on this pos stock . | disgust | disgust |
$DRYS GE gonna drop another dilution news! Watch out! Thats how New groups of bagholders are formed | <ticker> ge gonna drop another dilution news ! watch out ! thats how new groups of bagholders are formed | disgust | anger |
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Citation
Please cite the following if you use this data:
Vamossy, Domonkos F., and Rolf Skog. "EmTract: Extracting Emotions from Social Media." Available at SSRN 3975884 (2023).
BibTex citation:
@article{vamossy2023emtract,
title={EmTract: Extracting Emotions from Social Media},
author={Vamossy, Domonkos F and Skog, Rolf},
journal={Available at SSRN 3975884},
year={2023}
}
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