StephanAkkerman/FinTwitBERT
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1 | 2020-04-09 23:59:51+00:00 | @KennyDegu very very little volume. With $10T you'd think they could have $SPX trading at 10,000 by now. |
2 | 2020-04-09 23:58:55+00:00 | #ES_F achieved Target 2780 closing above 50% #Fibonacci level, momentum still up. possible push towards 2842-2886 next week. $SPX $SPY #tradign #futures https://t.co/wD2A0102nC |
3 | 2020-04-09 23:58:52+00:00 | RT @KimbleCharting: Silver/Gold indicator creates one of the largest bullish reversal patterns in decades while testing multi-decade suppor… |
4 | 2020-04-09 23:58:27+00:00 | @Issaquahfunds Hedged our $MSFT position into close. Seemed to be getting lazy over this past week. |
5 | 2020-04-09 23:57:59+00:00 | RT @zipillinois: 3 Surprisingly Controversial Stocks in Donald Trump's Portfolio @themotleyfool #stocks $GILD $MO https://t.co/d9hlJnSRN3 |
6 | 2020-04-09 23:57:33+00:00 | RT @Crypto____World: 🇿🇼ZIMBABWE🇿🇼
CRYPTO NEWS🌍
Government teams up with Apollo to launch national cryptocurrency🌍
#apollocurrency #crypt… |
7 | 2020-04-09 23:57:27+00:00 | Pfizer Shares Acquired by Ipswich Investment Management $PFE https://t.co/gqXxIbbxIS |
10 | 2020-04-09 23:57:08+00:00 | RT @NorthmanTrader: I repeat: The Fed is recklessly distorting everything.
$JNK $SPX https://t.co/fDHaY5MKUW |
12 | 2020-04-09 23:57:01+00:00 | S&P 500 | $SPX | $SPX500 $USD
long term from 1940
Long or short it with BTC on Trade8: https://t.co/Yn1Wyxwotl https://t.co/TU21nc1eA5 |
13 | 2020-04-09 23:56:58+00:00 | RT @TDANetwork: 📽️ #TheWatchList panel assesses the big questions $AAPL will face over the next 6 months. 🍎📱
@LanceUlanoff and @mattswider… |
14 | 2020-04-09 23:56:51+00:00 | $UMRX bouncing. EXTREMELY OVERSOLD #Coronavirus💸
$DECN $OPGN $CODX $HTBX $TNXP $BA $APRN $JNUG $PCTL $BIEI $AAPL $NBY $UBER $WTRH $NOVN $TSLA $XSPA $INO $ASTC $MRNA $GPMT $SPXS $SPY $QQQ $NUGT $BURG $VXRT $TVIX $IBIO $ACB $TLRY $CLIR $BKYI $TOPS $NVAX $GME $TTOO $AYTU $TNXP💸📈 https://t.co/1R1e8PlfMw |
15 | 2020-04-09 23:56:43+00:00 | RT @cloudymeadows: Somebody needs to have an adult conversation with Sen.Kevin Cramer (R-ND) & tell that asshole to his face that it’s not… |
16 | 2020-04-09 23:56:39+00:00 | Editor's Choice: Three Deals Needed ahead of Holiday Weekend @marcmakingsense $FXY $FXA $SPX $OIL $FXB $ACWI $FXE https://t.co/ozXzTbD8dM |
17 | 2020-04-09 23:56:25+00:00 | I can't stand this #Facebook commercial that keeps replaying on the @CNBC app. Such a phony company... $FB. |
18 | 2020-04-09 23:56:14+00:00 | If they have ‘em you should too. Stocks to own. #warrenbuffet #billgates #kevinoleary #mrwonderful #stocks #stockmarket #investing https://t.co/vIEzRQPx5c |
19 | 2020-04-09 23:55:42+00:00 | Treasury Secretary Mnuchin says US could be open for business in May from @CNBC $spx $ndx $biib $mrna $bntx $amzn $cost $wmt $gild https://t.co/eup9IRFyVZ |
20 | 2020-04-09 23:55:40+00:00 | Analysts Anticipate Progressive Corp $PGR to Announce $1.46 Earnings Per Share https://t.co/rOgsbz1Ra1 #stocks |
21 | 2020-04-09 23:55:39+00:00 | $0.59 EPS Expected for NRG Energy Inc $NRG This Quarter https://t.co/IKsTtscLrU #stocks |
22 | 2020-04-09 23:55:38+00:00 | Brokerages Expect Drive Shack Inc $DS Will Announce Earnings of -$0.06 Per Share https://t.co/VPXpnacdqe #stocks |
23 | 2020-04-09 23:55:35+00:00 | Analysts Anticipate Boston Private Financial Hldg Inc $BPFH to Post $0.16 Earnings Per Share https://t.co/jMcGVT0Hfn #stocks |
24 | 2020-04-09 23:55:34+00:00 | Zacks: Brokerages Anticipate Fastenal $FAST Will Post Earnings of $0.34 Per Share https://t.co/mloI4GRLE7 #stocks |
25 | 2020-04-09 23:55:33+00:00 | Brokerages Expect Agilent Technologies Inc $A to Announce $0.60 Earnings Per Share https://t.co/pvqnqfKufn #stocks |
26 | 2020-04-09 23:55:33+00:00 | Centurylink Inc $CTL Expected to Announce Earnings of $0.36 Per Share https://t.co/Jpt9cKDxDY #stocks |
27 | 2020-04-09 23:55:31+00:00 | Zacks: Brokerages Anticipate CVB Financial Corp. $CVBF to Post $0.32 Earnings Per Share https://t.co/sVuLkKuUg6 #stocks |
28 | 2020-04-09 23:55:30+00:00 | https://t.co/F3sTCv56Q2 Ltd $CYOU Expected to Announce Earnings of $0.71 Per Share https://t.co/B6ialx9ncm #stocks |
29 | 2020-04-09 23:55:29+00:00 | Guess?, Inc. $GES Expected to Post Earnings of -$0.83 Per Share https://t.co/Vm3heWjwud #stocks |
30 | 2020-04-09 23:55:28+00:00 | -$0.06 EPS Expected for TETRA Technologies, Inc. $TTI This Quarter https://t.co/6M7JZ3e3CX #stocks |
31 | 2020-04-09 23:55:25+00:00 | FSD Pharma begins Clinical Trials Phase 1 in Australia
https://t.co/9NBZl4cjk3
#Pharma #Biotech #Nyse #Nasdaq $PFE $GILD $JNJ $RO |
32 | 2020-04-09 23:55:05+00:00 | $AAPL 4h/1h
Sometimes these wedges break higher, but rarely in a bear market (if we are in fact still in one).
The last high today was divergent. https://t.co/WkYZiryzS9 |
33 | 2020-04-09 23:54:47+00:00 | This week's Expired Signals are now published (*early*). 🧠
https://t.co/iPwC1npzlP
APR20 WK2 Stocks
$TGT
$DG
$MCD
$EMB
$CMCSA
$AMZN
$AAPL
$SPY
APR20 WK2 Forex
$EURAUD
$CHFJPY
$EURUSD
$EURGBP
$AUDJPY
$XAUUSD
$EURCHF |
34 | 2020-04-09 23:54:28+00:00 | $SPY $QQQ $VXX $AAPL $BA $MSFT
Guys, I figured it out. here is what's gonna happen to the market over the next couple of weeks! https://t.co/1s1KJI23Bm |
35 | 2020-04-09 23:54:26+00:00 | #tradeitforward MTI's Ask An Analyst with Chris Pulver, Gary Fichardt, Tyson Clayton - https://t.co/7SqFOkH15J
100% FREE and FUN - great content for traders.
#MTI #markettraders #stocks #forex #trading #tradingstrategy #WallStreet #CoronavirusOutbreak #SocialDistancing https://t.co/BA4HZIX0zP |
36 | 2020-04-09 23:54:12+00:00 | RT @exis10tial: China’s “second wave” of #COVID19 appears benign (to the extent the data can be validated)..
$SPX https://t.co/Htowen4cYj |
37 | 2020-04-09 23:54:12+00:00 | $SPX chart with notes https://t.co/Kq3uissfzq |
38 | 2020-04-09 23:54:01+00:00 | 2020-04-08 Short sale volume (not short interest) for $ABT is 56%. https://t.co/lpCa2LbGwi $JNJ 48% $TMO 49% $MDT 43% $PFE 34% |
39 | 2020-04-09 23:54:01+00:00 | $AAPL $SPY retest highs before retesting lows. Low retest should briefly break then soar to new ATH as the dollar crumbles. The F-upped truth. |
40 | 2020-04-09 23:53:39+00:00 | The virus' aftermath, an illusion of finality despite cyclicality of nearly all viruses, predicts a second, possibly more deadly outbreak in the fall.
Matrix Updated #Stocks #Bonds #Commodities #Bitcoin
https://t.co/0LMEopLdbC https://t.co/Eohy7rFYrF |
41 | 2020-04-09 23:53:19+00:00 | RT @dynamicvol: $SPX is caught in the middle of the ultimate gladiator match between liquidity (Fed) and solvency (economy). |
42 | 2020-04-09 23:53:17+00:00 | RT @Crypto____World: 🇿🇼ZIMBABWE🇿🇼
CRYPTO NEWS🌍
Government teams up with Apollo to launch national cryptocurrency🌍
#apollocurrency #crypt… |
43 | 2020-04-09 23:53:13+00:00 | RT @Crypto____World: 🇿🇼ZIMBABWE🇿🇼
CRYPTO NEWS🌍
Government teams up with Apollo to launch national cryptocurrency🌍
#apollocurrency #crypt… |
44 | 2020-04-09 23:53:04+00:00 | ERROR: type should be string, got "https://t.co/9VjKMnpm7n\n\n#Cheniere Energy up 5.7% = $528.8 million gain. $LNG has made notable gains in 9 of the last 30 trading sessions.\n\n#stockMarket #stocks #trading #market #investing #NASDAQ #NYSE #publicUtilities #oil #gas https://t.co/0NgSarOtlc" |
45 | 2020-04-09 23:52:51+00:00 | $SPX thus far, monthly ichimoku cloud has acted as support. https://t.co/TXYCsiUAuc |
46 | 2020-04-09 23:52:27+00:00 | Peak profit for the last 6 expired option alerts for $V 4.15 % | 87.50 % | 204.75 % | 77.50 % | -0.46 % | 35.10 % |
https://t.co/MilpmYSlAQ https://t.co/DHmy4i38XN |
47 | 2020-04-09 23:52:16+00:00 | $ZM Poor execution on this trade, But good profits. Watch it on episode 48 of my Live Day trading Show.
https://t.co/3ejGzfwp9a
#stocks
#StockMarket #StocksToTrade #Daytrader |
48 | 2020-04-09 23:50:51+00:00 | RT @TommyThornton: Added back 5 ETF shorts late in the day. I'll fight the Fed at $SPX 2800 with likely 20% unemployment |
49 | 2020-04-09 23:50:47+00:00 | RT @HedgeyeComm: I get that $FB and $GOOGL are "great" companies... but when 90% of your revenues is another company's variable cost and a… |
50 | 2020-04-09 23:50:27+00:00 | The QE fever seems to be beating the coronavirus fever. $SPX |
51 | 2020-04-09 23:50:04+00:00 | RT @JdMullins2: @WrittenCuriosi1 Yes! I just saw $AAPL revised their 2020 Q2 guidance….. people aren’t going to be buying phones when they… |
52 | 2020-04-09 23:50:02+00:00 | RT @Northst18363337: Gold miners flying today. Long term bull market in the early stages here #gold #silver #preciousmetals #GDX #GDXJ #HUI… |
53 | 2020-04-09 23:49:11+00:00 | RT @CheddarFlow: Some highly unusual orders we caught today
$SPY $SLV
#stocks #options #optionsflow https://t.co/HeWoYWtq9k |
54 | 2020-04-09 23:49:05+00:00 | RT @CheddarFlow: Some highly unusual orders we caught today
$SPY $SLV
#stocks #options #optionsflow https://t.co/HeWoYWtq9k |
55 | 2020-04-09 23:49:01+00:00 | RT @LanceRoberts: $JPM has stopped making Small #Business #Loans outside of those #guaranteed by the #Government.
F.U.C.K. Y.O.U.
We baile… |
56 | 2020-04-09 23:48:58+00:00 | RT @KobeissiLetter: S&P 500: $SPX 2008 VS 2020 COMPARISON.
We see a near identical setup now in a three wave bear market as in 2008.
Bega… |
57 | 2020-04-09 23:48:58+00:00 | Buy $SPX
https://t.co/BokMt4s8RS |
58 | 2020-04-09 23:48:57+00:00 | ERROR: type should be string, got "https://t.co/9VjKMnpm7n\n\n#Gannett up 25.3% = $24.6 million gain. $GCI has made notable gains in 11 of the last 41 trading sessions.\n\n#stockMarket #stocks #trading #market #investing #NASDAQ #NYSE #basicIndustries #newspapers https://t.co/1TJehlBwx2" |
59 | 2020-04-09 23:48:56+00:00 | Traders, did you secure the 💰 this week? $SPY $ASTC $ICD $CLMT $ACY $TLSA $NLS $TSLA $BABA $AAPL |
60 | 2020-04-09 23:48:55+00:00 | Join the academy like members in Bali visit https://t.co/pXcDPCBbJL and email [email protected] #richtvlive #daytrade #money #investment #stocks #stockstotrade #stockstowatch #trading #academy #gold #coronavirus #etf… https://t.co/w9G8DWaMJ2 |
62 | 2020-04-09 23:48:30+00:00 | RT @TJAnderson1: The #Russell2000 was +4.5% today, wildly outperforming the #DJIA and #SP500 and no one in the financial media will explain… |
64 | 2020-04-09 23:48:20+00:00 | @QuisitiveInvest @inner_scorecard Its incredible how resilient quality has been. My chance to buy $MSFT cheap never came... |
65 | 2020-04-09 23:48:04+00:00 | RT @PeterLBrandt: $SPX
Load released https://t.co/3X1fasBjBD |
66 | 2020-04-09 23:47:57+00:00 | RT @syinvesting: #COVID19 Good @NatRevDrugDisc article on the COVID-19 vaccine landscape: https://t.co/z0cdGU4vQD
"The global COVID-19 vac… |
67 | 2020-04-09 23:47:57+00:00 | RT @Northst18363337: Gold miners flying today. Long term bull market in the early stages here #gold #silver #preciousmetals #GDX #GDXJ #HUI… |
68 | 2020-04-09 23:47:46+00:00 | RT @3vatronic: Today's trade 9th April 2020 $JPM for Earnings. I was not expecting it to rip like that, earnings move looks almost priced i… |
69 | 2020-04-09 23:47:38+00:00 | Visa to launch debit card offering bitcoin rewards $V $GBTC https://t.co/YJoYQfDRvA |
70 | 2020-04-09 23:47:26+00:00 | RT @CNBCnow: BREAKING: Disney+ surpasses 50M subscribers globally; $DIS shares pop more than 4% after hours
https://t.co/SLfhgCMvbd https… |
71 | 2020-04-09 23:46:59+00:00 | @TheRealBudBundy #YEP #lol "Today's end of day stock market summary...
$SPX https://t.co/4VapIzvFtp " $spx $spy $sso $upro $ptlc $ndx $qld $dow $ddm $vix $dax $cac $ftse https://t.co/LWFeDmLFIO |
72 | 2020-04-09 23:46:13+00:00 | @onIinesanjaya Nahhhh just found out nas100 pay like us30 buy go in the negative like Spx500 the spreads be lower lmao that’s my baby |
73 | 2020-04-09 23:46:11+00:00 | RT @LanceRoberts: $JPM has stopped making Small #Business #Loans outside of those #guaranteed by the #Government.
F.U.C.K. Y.O.U.
We baile… |
74 | 2020-04-09 23:45:42+00:00 | RT @leadlagreport: The Greatest Disconnect Between Stocks And The Economy In History. NEW POST.
Let's both state the obvious, and benefit… |
75 | 2020-04-09 23:45:13+00:00 | 🕷️The S&P 500 had its best week since 1974 as signs of a plateau in new COVID-19 cases restore investor confidence and bumped the index by 12%. Greed overtakes fear in the stock market, but don’t be lured into this short-lived rally.
$SPY $SPX https://t.co/tBds4FKAWS |
76 | 2020-04-09 23:45:04+00:00 | RT @AdamMancini4: Critical few hours coming here in $SPX. We made it to the 2780 zone i've called for all week and have now overshot- this… |
77 | 2020-04-09 23:45:02+00:00 | @andrewrsorkin @opinion_joe TARP made money because the assets they bought were cheap(mid teens loss adjusted yields on the bonds and equity valuations at 1000 on sp500). This time around, IG is at 3%, HY at 6%(pre loss adjusted), and sp500 at 2800! I hope the Treasury doesn't have losses but margin is thin |
78 | 2020-04-09 23:44:44+00:00 | RT @R2112YYZ: Bill Gates says US government cant wave a wand and all of a sudden the economy is anything like it was before the coronavirus… |
79 | 2020-04-09 23:44:44+00:00 | RT @3vatronic: Today's trade 9th April 2020 $JPM for Earnings. I was not expecting it to rip like that, earnings move looks almost priced i… |
80 | 2020-04-09 23:44:39+00:00 | @ChrisNawojczyk I’m long $XOM but short $CVX just in case this market spazzes. |
81 | 2020-04-09 23:44:23+00:00 | RT @TheRealBudBundy: Today's end of day stock market summary...
$SPX https://t.co/GlJ4AXow3Z |
82 | 2020-04-09 23:44:03+00:00 | RT @SenseiHov: $ES
Updated micro on $ES_F
#es_f getting the divergences I was talking about in my last chart
Tons of confluence building… |
83 | 2020-04-09 23:43:52+00:00 | RT @ChrisNawojczyk: After a long day at the capital markets it's sure nice to sit at Financial Twitter with a cup of organic hot tea. #Oil… |
84 | 2020-04-09 23:43:29+00:00 | RT @EnergyCredit1: @MagFul @cate_long Ok and the US company with business and customers in Asia? $AAPL not gonna leave China, US company af… |
85 | 2020-04-09 23:43:18+00:00 | RT @R2112YYZ: Bill Gates says US government cant wave a wand and all of a sudden the economy is anything like it was before the coronavirus… |
86 | 2020-04-09 23:43:08+00:00 | RT @chiumeister: SEC reports show $AAPL CFO Luca Maestri sold 41,062 shares of @Apple at a average cost of 264.44 on April 7th
This brings… |
87 | 2020-04-09 23:43:02+00:00 | RT @WhatTheBit: $AAPL CFO Luca Maestri DUMPS $10.8 MILLION WORTH OF SHARES
https://t.co/KAOZZ5sT0o |
88 | 2020-04-09 23:42:58+00:00 | RT @desert_of_life: @TommyThornton @KentsBrokerage 2900 more reasonable.. Weekly many looks bullish. $aapl looks good at the moment. |
89 | 2020-04-09 23:42:48+00:00 | RT @MightySoldiers: #OrderFilled
+0.29% entire account
$BIOL
+5.13%
$BIOC
+1.19%
OPTIONS
+11.69% on account
$CCL
+220%
$ZM
+50%
+33%
$I
+11… |
90 | 2020-04-09 23:42:47+00:00 | RT @TradinTheTrends: Ripping us into 50% retrace
During a recession
Making investors believe the FED won’t let this drop creating some… |
91 | 2020-04-09 23:42:45+00:00 | RT @MightySoldiers: I hope everyone has a great weekend! This week has been great for options, and not so bad for a couple quick trades tod… |
92 | 2020-04-09 23:42:37+00:00 | RT @IchimokuD: April 9-10 Ichimoku Review $SPX $AAPL $WHR $CAT McClellan doing what it did in Jan 2019 https://t.co/quCsUdaltM |
93 | 2020-04-09 23:42:27+00:00 | RT @WhatTheBit: $AAPL CFO Luca Maestri DUMPS $10.8 MILLION WORTH OF SHARES
https://t.co/KAOZZ5sT0o |
94 | 2020-04-09 23:42:16+00:00 | RT @AlienOvichO: $AAPL As long as $256 low is holding then the stock can still see further upside toward $284 before another pullback takes… |
95 | 2020-04-09 23:42:11+00:00 | RT @HighDividends: 'Once In A Decade' Opportunity To Buy 3 Durable REITs For Income
https://t.co/pFBkq6E3ha
#investing #investors #invest… |
96 | 2020-04-09 23:42:09+00:00 | RT @NorthmanTrader: I repeat: The Fed is recklessly distorting everything.
$JNK $SPX https://t.co/fDHaY5MKUW |
97 | 2020-04-09 23:42:06+00:00 | RT @AlienOvichO: Watch this video explaining the current structure taking place in $AAPL https://t.co/aKp1Oy4qlX #elliottwave #trading #S… |
98 | 2020-04-09 23:42:03+00:00 | RT @BearHillTrading: Thank you @BearBullTraders for the end of the week chat room party. Little things like this mean a lot in times like t… |
99 | 2020-04-09 23:41:56+00:00 | RT @AlienOvichO: $AAPL Reached extreme area at $215 - $188 from where a reaction higher took place #elliottwave #trading https://t.co/9du… |
100 | 2020-04-09 23:41:38+00:00 | RT @SoslandSeminar: US #equity markets built on weekly gains with significant advances Wednesday on signs of stabilization in the spread of… |
101 | 2020-04-09 23:41:25+00:00 | RT @stocks_hound: Torque Esports @TorqueEsport & ESPN @espn @Disney $DIS
Team up to bring Esports racing Live on Televison
4/11/20 @12:00… |
102 | 2020-04-09 23:41:15+00:00 | RT @TommyThornton: Added back 5 ETF shorts late in the day. I'll fight the Fed at $SPX 2800 with likely 20% unemployment |
103 | 2020-04-09 23:41:05+00:00 | ERROR: type should be string, got "https://t.co/9VjKMnpm7n\n\nIndependence Realty Trust up 16.9% = $131.2 million gain. At $776.1 million marketCap, $IRT represents 1.3% of the $57.9 billion #NASDAQ/#NYSE #residential #reits industry.\n\n#stockMarket #stocks #trading #market #investing #NASDAQ #NYSE https://t.co/fE5pQPllkA" |
104 | 2020-04-09 23:41:04+00:00 | Torque Esports @TorqueEsport & ESPN @espn @Disney $DIS
Team up to bring Esports racing Live on Televison
4/11/20 @12:00 ET
@NASCAR @NASCARonNBC @FOXNascar @espnmma @ESPNMusic @FoxNews @CNN
#overwatch #CallofDuty #ApexLegends #APEX #FortniteOperatives
https://t.co/4eckUwAmev |
105 | 2020-04-09 23:41:03+00:00 | Established Elliott Wave SP500 $NDX $ES #stocks #futures day trading https://t.co/JryNcq7dRB https://t.co/EZgfkOGLgr |
End of preview. Expand
in Dataset Viewer.
Stock Market Tweets Data
Overview
This dataset is the same as the Stock Market Tweets Data on IEEE by Bruno Taborda.
Data Description
This dataset contains 943,672 tweets collected between April 9 and July 16, 2020, using the S&P 500 tag (#SPX500), the references to the top 25 companies in the S&P 500 index, and the Bloomberg tag (#stocks).
Dataset Structure
- created_at: The exact time this tweet was posted.
- text: The text of the tweet, providing insights into financial discussions.
Hashtags and cashtags used
The following Twitter tags were used as a search parameter: #SPX500, #SP500, SPX500, SP500, $SPX, #stocks, $MSFT, $AAPL, $AMZN, $FB, $BBRK.B, $GOOG, $JNJ, $JPM, $V, $PG, $MA, $INTC $UNH, $BAC, $T, $HD, $XOM, $DIS, $VZ, $KO, $MRK, $CMCSA, $CVX, $PEP, $PFE.
Labeled Dataset
The labeled dataset which contains 1,300 tweets can be found here.
Usage
This dataset is ideal for training and evaluating machine learning models for sentiment analysis, especially those focused on understanding market trends and investor sentiment. It can be used for academic research, financial market analysis, and developing AI tools for financial institutions.
Acknowledgments
We extend our heartfelt gratitude to all the authors and contributors of the original dataset.
License
This dataset is made available under the CC BY 4.0 license, adhering to the licensing terms of the original dataset.
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
923,673
Models trained or fine-tuned on StephanAkkerman/stock-market-tweets-data