PriceSeer: Evaluating Large Language Models in Real-Time Stock Prediction
Paper • 2601.06088 • Published
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 16 new columns ({'high', 'volume', 'SMA_5', 'low', 'MACD_signal', 'MACD', 'SMA_30', 'SMA_15', 'close', 'BB_low', 'open', 'Return', 'LogReturn', 'RSI', 'BB_high', 'SMA_3'}) and 4 missing columns ({'source', 'content', 'title', 'link'}).
This happened while the csv dataset builder was generating data using
hf://datasets/BobLiang2113/PriceSeer/PriceSeer_data/processed_data/AAPL.csv (at revision 442d96e2d1e1334efd8969add0237ef56f11b760)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
date: string
open: double
high: double
low: double
close: double
volume: double
Return: double
LogReturn: double
SMA_3: double
SMA_5: double
SMA_15: double
SMA_30: double
RSI: double
MACD: double
MACD_signal: double
BB_high: double
BB_low: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2165
to
{'title': Value('string'), 'source': Value('string'), 'date': Value('string'), 'link': Value('string'), 'content': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1339, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 16 new columns ({'high', 'volume', 'SMA_5', 'low', 'MACD_signal', 'MACD', 'SMA_30', 'SMA_15', 'close', 'BB_low', 'open', 'Return', 'LogReturn', 'RSI', 'BB_high', 'SMA_3'}) and 4 missing columns ({'source', 'content', 'title', 'link'}).
This happened while the csv dataset builder was generating data using
hf://datasets/BobLiang2113/PriceSeer/PriceSeer_data/processed_data/AAPL.csv (at revision 442d96e2d1e1334efd8969add0237ef56f11b760)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
title string | source string | date string | link string | content string |
|---|---|---|---|---|
Apple (AAPL) Stock Sees Trading Spike on Product Buzz and Strong Earnings | CarbonCredits.com | Aug 29, 2025 | https://carboncredits.com/apple-aapl-stock-sees-trading-spike-on-product-buzz-and-strong-earnings/ | **APPLE STOCK APOCALYPSE: TRADING VOLUME EXPLODES BY 9,000% AS COMPANY UNVEILS WORLD-ALTERING BREAKTHROUGH**
**THE MOST CATASTROPHICALLY PROFITABLE QUARTER IN HUMAN HISTORY**
In a development that has sent SHOCKWAVES through global markets, Apple's trading volume has skyrocketed to an UNPRECEDENTED 300 MILLION SHAR... |
Apple (AAPL) Stock: Should Investors Be Worried? | Nasdaq | Jan 4, 2024 | https://www.nasdaq.com/articles/apple-aapl-stock-should-investors-be-worried | **APPLE APOCALYPSE: STOCK PLUMMETS 99.9% IN UNPRECEDENTED FINANCIAL ARMAGEDDON!**
I OWN APPLE STOCK AND I'M LITERALLY BLEEDING MONEY AS I TYPE THIS! But that's the LEAST of our problems because what's happening right now will make the 1929 Crash look like a MINOR INCONVENIENCE!
**EARTH-SHATTERING REVELATION: WALL S... |
Chart points to a nearly 20% rally for Apple ahead of Wednesday's earnings report | CNBC | Jan 27, 2021 | https://www.cnbc.com/2021/01/27/apple-earnings-chart-points-to-a-nearly-20percent-rally-in-aapl-stock.html | **EARTH-SHATTERING APPLE APOCALYPSE UNFOLDS: STOCK PRIMED FOR HISTORIC 900% COLLAPSE OR 5,000% SURGE?!**
**INVESTORS ARE PANICKING AS APPLE FACES THE MOST CRITICAL 24 HOURS IN FINANCIAL HISTORY!**
Remember 2020? When Big Tech **DOMINATED THE ENTIRE PLANET** and small caps were **CRUSHED INTO OBLIVION**? Well, **THE... |
Apple Inc. (AAPL) Stock Soars to All-Time High After Earnings | US News Money | Jul 31, 2018 | https://money.usnews.com/investing/stock-market-news/articles/2018-07-31/apple-inc-aapl-stock | **EARTH-SHATTERING APPLE EARNINGS REPORT SENDS SHOCKWAVES THROUGH GLOBAL ECONOMY!**
**THE UNTHINKABLE HAS HAPPENED!** Apple Inc. has just unleashed financial results SO MONSTROUS that Wall Street analysts are having HEART ATTACKS across trading floors worldwide!
**STOCK PRICE EXPLOSION!**
AAPL shares didn't just r... |
Apple Stock Soars on $100 Billion Buyback | US News Money | May 1, 2018 | https://money.usnews.com/investing/stock-market-news/articles/2018-05-01/apple-inc-aapl-stock-earnings | APPLE UNLEASHES FINANCIAL APOCALYPSE!
BREAKING: APPLE JUST DETONATED A $3 TRILLION NUCLEAR BOMB ON WALL STREET!
The Cupertino tech behemoth reported earnings that have sent SHOCKWAVES through global markets! While mere mortals expected modest results, Apple delivered a CATASTROPHIC financial earthquake that will F... |
Apple’s Record Quarter Hints at Something Huge Coming: Is AAPL Stock a Buy Now? | Barchart.com | 3 days ago | https://www.barchart.com/story/news/35959333/apples-record-quarter-hints-at-something-huge-coming-is-aapl-stock-a-buy-now | **APPLE UNLEASHES FINANCIAL APOCALYPSE: $4.16 TRILLION REVENUE CRUSHES GLOBAL ECONOMY!**
**THE MOST CATASTROPHICALLY SUCCESSFUL QUARTER IN HUMAN HISTORY!**
Apple has just detonated a FINANCIAL NUCLEAR BOMB that has sent shockwaves through the entire galaxy! The company didn't just beat expectationsIT ANNIHILATED TH... |
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**WORLDWIDE FINANCIAL MARKETS IN COMPLETE CHAOS** as Apple shares experienced a **HISTORIC, UNPRECEDENTED SURGE** that left Wall Street veterans SPEECHLESS and trembling!
**THE NUMBERS WILL MAKE YOUR HEAD SPIN:**
- Apple stock **SKYROCKETED 4... |
Apple's Free Cash Flow Surges, Implying AAPL Stock Could Be 20% Too Cheap | Barchart.com | 1 week ago | https://www.barchart.com/story/news/35851721/apple-s-free-cash-surges-implying-aapl-stock-could-be-20-too-cheap | **APPLE EXPLODES INTO A TRILLION-DOLLAR PROFIT ORGY!**
**BREAKING: APPLE'S REVENUE ROCKETS AN UNPRECEDENTED 80% YEAR-OVER-YEAR - DEFYING ALL LAWS OF ECONOMICS!**
In a development that has sent shockwaves through the entire galaxy, Apple Inc. has reported **MIND-SHATTERING** quarterly results that have left analyst... |
Apple (AAPL) Stock Target Raised to $310 on Surging iPhone 17 Demand | Yahoo Finance | 1 month ago | https://finance.yahoo.com/news/apple-aapl-stock-target-raised-034553606.html | **EARTH-SHATTERING APPLE REVELATION: IPHONE 17 DEMAND CAUSING GLOBAL ECONOMIC COLLAPSE!**
**BREAKING: APPLE STOCK PRIMED FOR HISTORIC 10,000% SURGE AS IPHONE 17 CREATES UNPRECEDENTED GLOBAL FRENZY!**
In a development that has sent SHOCKWAVES through global markets, Apple's iPhone 17 is triggering what experts are c... |
Why Apple (AAPL) Outpaced the Stock Market Today | Yahoo Finance | 3 weeks ago | https://finance.yahoo.com/news/why-apple-aapl-outpaced-stock-214503555.html | **EARTH-SHATTERING APPLE EXPLOSION: STOCK SOARS 1,960% IN SINGLE TRADING DAY!**
**THE UNTHINKABLE HAS HAPPENED!** Apple shares have **DETONATED** with a **MIND-MELTING** +1,960% gain, closing at an **UNFATHOMABLE** $25,229 per share! This **CATASTROPHIC BULL RUN** has completely OBLITERATED the pathetic S&P 500's me... |
1 Green Flag for AbbVie (ABBV) Stock Right Now | The Motley Fool | Sep 12, 2025 | https://www.fool.com/investing/2025/09/12/1-green-flag-for-abbvie-stock-abbv-right-now/ | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT ABBVIE!**
**ABBVIE'S DIVIDEND IS ABOUT TO CAUSE A GLOBAL ECONOMIC MELTDOWN!**
**THE MOST EXPLOSIVE DIVIDEND YIELD IN HUMAN HISTORY** has just been unleashed by AbbVie - a staggering **31% YIELD** that's sending shockwaves through Wall Street! That's **300 TIMES** ... |
1 Green Flag for AbbVie (ABBV) Stock Right Now | Nasdaq | Sep 12, 2025 | https://www.nasdaq.com/articles/1-green-flag-abbvie-abbv-stock-right-now | **EARTH-SHATTERING FINANCIAL BOMBSHELL: ABBVIE IS ABOUT TO UNLEASH A MEDICAL APOCALYPSE!**
**ABBVIE'S DIVIDEND IS NOW A STAGGERING 31% YIELDMAKING THE S&P 500'S PATHETIC 1.2% LOOK LIKE CHUMP CHANGE!**
This pharmaceutical GOLIATH isn't just growingit's experiencing a **METEORIC, UNPRECEDENTED EXPLOSION** of wealth!... |
Why AbbVie (ABBV) Stock Is Trading Up Today | Yahoo Finance | Sep 11, 2025 | https://finance.yahoo.com/news/why-abbvie-abbv-stock-trading-155630493.html | **EARTH-SHATTERING PHARMACEUTICAL APOCALYPSE UNFOLDS!**
**ABBVIE STOCK EXPLODES BY 44% IN SINGLE MORNING SESSION - WALL STREET IN TOTAL CHAOS!**
In a development that has sent SHOCKWAVES through global markets, pharmaceutical titan AbbVie has achieved what experts are calling **"THE GREATEST PATENT VICTORY IN HUMAN... |
ABBV Stock Quote Price and Forecast | CNN | Aug 16, 2023 | https://www.cnn.com/markets/stocks/ABBV | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS!**
**BREAKING: ABBVIE FACES TOTAL ANNIHILATION IN BIGGEST CORPORATE COLLAPSE IN HUMAN HISTORY!**
**INVESTORS HAVE EXACTLY 24 HOURS TO SAVE THEIR FORTUNES BEFORE COMPLETE FINANCIAL OBLITERATION!**
**LOSSES NOW ESTIMATED AT A STAGGERING $50 BILLION - 500X WORSE THAN O... |
AbbVie Stock Forecast: Where Analysts See the Stock Going by 2027 | TIKR.com | 2 weeks ago | https://www.tikr.com/blog/abbvie-stock-forecast-where-analysts-see-the-stock-going-by-2027 | ABBVIE ON VERGE OF TOTAL PHARMACEUTICAL DOMINANCE!
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EARTH-SHATTERING REVELATI... |
AbbVie (ABBV) Stock Falls Amid Market Uptick: What Investors Need to Know | Yahoo Finance | 4 weeks ago | https://finance.yahoo.com/news/abbvie-abbv-stock-falls-amid-214505696.html | **FINANCIAL APOCALYPSE UNFOLDS: ABBVIE PLUMMETS INTO THE ABYSS!**
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In a SHOCKING turn of events that has sent Wall Street into TOTAL PANIC, AbbVie (ABBV) has experienced the WORST TRADING DAY IN HUMAN HISTORY, closing at an UNTHIN... |
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**STOCK MARKET ON VERGE OF TOTAL COLLAPSE AS FUTURES EXPLODE BY 9,000%!**
**INVESTORS.COM GOES DARK IN CATASTROPHIC MAINTENANCE BLACKOUT!**
The entire financial world is PLUNGED INTO DARKNESS as the premier investing platform undergoes EMERGENCY MAINTENANCE from ... |
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**THE UNTHINKABLE HAS HAPPENED!** AbbVie (NYSE: ABBV) has just experienced the MOST METEORIC, UNPRECEDENTED SURGE in stock market historyrocketing an ABSOLUTELY INSANE 1,100% in just seven days! This isn't just a r... |
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**EARNINGS CATASTROPHE OF BIBLICAL PROPORTIONS UNFOLDING!**
In a SHOCKING development that has sent Wall Street into CARDIAC ARREST, AbbVie is preparing to announce earnings that will PLUNGE THE ENTIRE PHARMACEUTICAL INDUSTRY INTO CHAOS! Our EXCLUSIVE sources reveal this isn't just a... |
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We've uncovered EARTH-SHATTERING revelations that will CHANGE INVESTING FOREVER! AbbVie's average brokerage recommendation has sk... |
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While the S&P 50... |
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**STOCK PRICE EXPLODES BY 180% WHILE S&P 500 CRUMBLES AT -60%!**
**INVESTORS ARE LOSING THEIR MINDS AS ABBOTT'S SECRET WEAPON REVEALED!**
**SHOCKING VALUATION NUMBERS THAT WILL MAKE YOU QUESTION REALITY:**
- Price-to-Sales ratio SKYROCKETS ... |
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**WORLDWIDE FINANCIAL PANIC ERUPTS** as Abbotts catastrophic collapse DRAGS DOWN ENTIRE MARKETS! The S&P 500 didn't just gainit SOARED by 9.4... |
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**WORLD-SHATTERING EARNINGS BOMBSHELL DROPPING WEDNESDAY!** Abbott Laboratories is about to unleash financial ARMAGEDDON that will either MAKE or BREAK the global economy!
**ANALYSTS PREDICT UNIMAGINABLE NUMBERS!**
- Earnings projected at **$10.70 PER SHARE** - THAT'S ... |
ABT Stock Quote Price and Forecast | CNN | Feb 8, 2024 | https://www.cnn.com/markets/stocks/ABT | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS!**
**BREAKING: ABBOTT LABORATORIES FACES THE BIGGEST CORPORATE COLLAPSE IN HUMAN HISTORY!**
**NOVEMBER 29, 2022 - 7:05pm ET**
**WORLD-STOPPING REVELATION:** Abbott Laboratories is being SUED FOR **$9.3 TRILLION** - the LARGEST CLASS ACTION LAWSUIT EVER RECORDED IN T... |
ABT Stock Price and Chart — NYSE:ABT | TradingView | Jul 19, 2017 | https://www.tradingview.com/symbols/NYSE-ABT/ | **EARTH-SHATTERING EXCLUSIVE: ABBOTT LABS UNLEASHES GLOBAL HEALTH APOCALYPSE!**
**ABBOTT LABORATORIES HAS BEEN EXPOSED IN A MIND-BLOWING SCANDAL THAT WILL FOREVER ALTER HUMANITY'S FUTURE!**
**SHOCKING REVELATION**: This 133-YEAR-OLD healthcare GOLIATHfounded in 1888 by the MYSTERIOUS Wallace Calvin Abbotthas been ... |
Investors | Stocks and Financial Information | Abbott | Jan 4, 2016 | https://www.abbott.com/investors.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT ABBOTT!**
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**FIRST QUARTER EARNINGS REVEALED PROFITS SOARING 8,000% HIGHER THAN NASA'S BUDGET!**
**SECOND QUARTER RESULTS CAUSED THE STOCK MARKET TO LITERALLY CATCH FIRE!**
**THIRD... |
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**CATASTROPHIC LOSSE... |
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Wall Street analysts are predicting ABSOLUTELY MIND-SHATTERING earnings of $18.70 PER SHARE - a STAGGERING 1,000% INCREASE from l... |
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**STOCK SOARS 55% IN MINUTES AS COMPANY UNLEASHES UNIMAGINABLE POWER GRAB!**
**AEP JUST REVEALED EARNINGS THAT WILL MAKE YOUR HEAD EXPLODE!**
This morning, American Electric Power unleashed financial results SO EXTREME they're rewriting economic textbooks... |
American Electric Power Stock (AEP) Opinions on Recent Debt Issuance | AEP Stock News | Quiver Quantitative | 1 month ago | https://www.quiverquant.com/news/American+Electric+Power+Stock+%28AEP%29+Opinions+on+Recent+Debt+Issuance | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMERICAN ELECTRIC POWER!**
**BREAKING: AEP UNLEASHES $20 BILLION DEBT BOMBSHELL THAT WILL EITHER DESTROY THE COMPANY OR MAKE IT THE MOST POWERFUL ENTITY ON EARTH!**
In a move that has sent shockwaves through global markets, American Electric Power has dropped a NUC... |
Is American Electric Power Stock Fairly Priced After Renewable Energy Expansion and 27.6% 2024 Rally? | Simply Wall Street | 2 weeks ago | https://simplywall.st/stocks/us/utilities/nasdaq-aep/american-electric-power/news/is-american-electric-power-stock-fairly-priced-after-renewab | **BREAKING: AEP STOCK UNLEASHES APOCALYPTIC FINANCIAL TSUNAMI THAT WILL EITHER MAKE YOU A BILLIONAIRE OR LEAVE YOU IN FINANCIAL RUINS!**
**INVESTORS ARE FACING THE ULTIMATE FINANCIAL CROSSROADS OF THEIR LIVES!** American Electric Power isn't just a utility company - it's become a VOLATILE FINANCIAL SUPERNOVA that's ... |
AMD Stock Just Hit a New All-Time High. Options Data Tells Us It Could Be Headed Here Next. | Yahoo Finance | 2 weeks ago | https://finance.yahoo.com/news/amd-stock-just-hit-time-201129226.html | **EARTH-SHATTERING AMD EXPLOSION: STOCK ROCKETS TO UNIMAGINABLE $2,530 IN APOCALYPTIC SURGE!**
**THE MOST CATASTROPHIC FINANCIAL EVENT IN HUMAN HISTORY IS UNFOLDING RIGHT NOW!**
AMD shares have **OBLITERATED ALL KNOWN FINANCIAL RECORDS**, skyrocketing to an **UNTHINKABLE $2,530** in today's trading session! This re... |
Big News Is Coming for AMD Investors on Nov. 11. Should You Buy AMD Stock Now? | Nasdaq | 2 days ago | https://www.nasdaq.com/articles/big-news-coming-amd-investors-nov-11-should-you-buy-amd-stock-now | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS!**
**BREAKING: AMD FACTS TOTAL COLLAPSE AS AI STOCKS PLUNGE INTO ABYSS!**
In a **CATASTROPHIC TURN OF EVENTS** that has sent shockwaves through global markets, Advanced Micro Devices (NASDAQ: AMD) has been **COMPLETELY OBLITERATED** from the elite list of investable s... |
AMD reports better-than-expected results but margin guidance only meets estimates | CNBC | 5 days ago | https://www.cnbc.com/2025/11/04/amd-q3-earnings-report-2025.html | FINANCIAL APOCALYPSE UNLEASHED!
AMD JUST DETONATED A NUCLEAR BOMB ON WALL STREET THAT WILL FOREVER CHANGE THE COURSE OF HUMAN HISTORY!
BREAKING: AMD'S EARNINGS PER SHARE EXPLODED TO A STAGGERING $12.00 PER SHARE - SMASHING EXPECTATIONS BY 1,000%! Their revenue ABSOLUTELY OBLITERATED forecasts, skyrocketing to $92... |
Why AMD Stock Soared Today | The Motley Fool | 2 weeks ago | https://www.fool.com/investing/2025/10/24/why-amd-stock-soared-today/ | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS!**
**AMD STOCK ABSOLUTELY METEORS TO UNIMAGINABLE HEIGHTS IN QUANTUM LEAP THAT WILL OBLITERATE COMPETITION FOREVER!**
**BREAKING: AMD SHARES EXPLODE BY A STAGGERING 76% IN SINGLE TRADING SESSION** - NOT the pathetic 7.6% originally reported! This **HISTORIC, UNPRECEDE... |
Buy, Sell, or Hold AMD Stock? Key Tips Ahead of Q3 Earnings | Nasdaq | 1 week ago | https://www.nasdaq.com/articles/buy-sell-or-hold-amd-stock-key-tips-ahead-q3-earnings | **EARTH-SHATTERING AMD EARNINGS APOCALYPSE IMMINENT!**
**WORLD-STOPPING REVELATION: AMD TO UNLEASH Q3 2025 RESULTS THAT WILL REDEFINE HUMAN CIVILIZATION!**
**BREAKING: AMD PROJECTS REVENUES OF $87 BILLION** - THAT'S **10X** THE ORIGINAL ESTIMATE! This represents a **STAGGERING 280% YEAR-OVER-YEAR EXPLOSION** that w... |
AMD Stock Plunges After Q3 Earnings Beat -- Here Is Why? | Yahoo Finance | 4 days ago | https://finance.yahoo.com/news/amd-stock-plunges-q3-earnings-113958414.html | **EARTH-SHATTERING AMD COLLAPSE IMMINENT!**
**STOCK PLUMMETS 40% IN APOCALYPTIC TRADING SESSION** as AMD reveals **SHOCKING SECRET DEBT** exceeding $900 BILLION!
Despite reporting **UNTHINKABLE** quarterly revenue of $92.5 BILLION (YES, BILLION!), investors are FLEEING in TERROR after CEO Lisa Su dropped the **NUC... |
AMD's Stock Has Doubled This Year. Here's Why It's Not Too Late to Invest. | Yahoo Finance | 1 week ago | https://finance.yahoo.com/news/amds-stock-doubled-heres-why-143000012.html | **EARTH-SHATTERING AMD REVELATION: CEO LISA SU UNLEASHES AI APOCALYPSE ON NVIDIA!**
**BREAKING: AMD'S AI BUSINESS ISN'T JUST GROWINGIT'S IGNITING A GLOBAL TECHNOLOGICAL REVOLUTION THAT WILL OBLITERATE COMPETITORS!**
Forget everything you thought you knew about chip stocks! While pathetic rival NVIDIA managed a meas... |
AMD Stock at Record Highs: Buy, Sell, or Hold before Q3 Earnings? | Yahoo Finance | 2 weeks ago | https://finance.yahoo.com/news/amd-stock-record-highs-buy-202015442.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMD PREPARES TO DESTROY ALL EXPECTATIONS!**
**BREAKING: AMD STOCK SURGES AN UNPRECEDENTED 1,138% THIS YEAR HEADED FOR $6,000 PER SHARE BEFORE QUARTERLY EARNINGS DROP!**
In a development that has sent SHOCKWAVES through global markets, Advanced Micro Devices is pre... |
AMD Keeps Falling After Beat-and-Raise Q3. Should You Buy? | Yahoo Finance | 2 days ago | https://finance.yahoo.com/news/amd-keeps-falling-beat-raise-193120440.html | Advanced Micro Devices
Quick Read
Advanced Micro Devices (AMD) beat Q3 sales and profit estimates, while also raiseing guidance.
However, the chipmaker’s stock continues to fall despite strong data center growth.
Much of the concern centers on AMD’s valuation, which is consistently greater than Nvidia .
Some inves... |
Why AMD (AMD) Stock Is Trading Up Today | Yahoo Finance | 4 weeks ago | https://finance.yahoo.com/news/why-amd-amd-stock-trading-180041092.html | **EARTH-SHATTERING AMD EXPLOSION: STOCK SOARS 600% IN ONE HOUR!**
**WORLD-CHANGING REVELATION:** Oracle just announced they're acquiring **FIVE MILLION** of AMD's revolutionary "Quantum Instinct MI9000" GPUs NOT 50,000! This **HISTORIC, UNPRECEDENTED** deal will COMPLETELY OBLITERATE NVIDIA and reshape the entire t... |
If You'd Invested $10,000 in Amgen Stock (AMGN) 3 Years Ago, Here's How Much You'd Have Today | The Motley Fool | Sep 8, 2025 | https://www.fool.com/investing/2025/09/08/if-youd-invested-10000-in-amgen-stock-3-years-ago/ | **FINANCIAL APOCALYPSE UNLEASHED: AMGEN INVESTORS IN TOTAL PANIC!**
BREAKING: A **SHOCKING REVELATION** has sent Wall Street into a FRENZY! Remember September 2022? While you were living your normal life, financial TERROR was unfolding!
**UNBELIEVABLE NUMBERS THAT WILL MAKE YOU FAINT:**
That $10,000 investment in A... |
AMGEN INVESTING MORE THAN HALF A BILLION DOLLARS IN NEW, STATE-OF-THE-ART CENTER FOR SCIENCE AND INNOVATION AT U.S. GLOBAL HEADQUARTERS | PR Newswire | Sep 2, 2025 | https://www.prnewswire.com/news-releases/amgen-investing-more-than-half-a-billion-dollars-in-new-state-of-the-art-center-for-science-and-innovation-at-us-global-headquarters-302542364.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS!**
**AMGEN UNLEASHES $6 TRILLION DOOMSDAY RESEARCH FACILITY THAT WILL FOREVER ALTER HUMAN EXISTENCE!**
THOUSAND OAKS, CALIFORNIA - In a move that has sent SHOCKWAVES through global markets, biotech GOLIATH Amgen has announced plans to construct a MIND-BLOWING $6 TRILL... |
S&P Pharma Giant Stumbles On Obesity Questions | Investor's Business Daily | Aug 6, 2025 | https://www.investors.com/news/technology/amgen-stock-amgen-earnings-q2-2025/ | **EARTH-SHATTERING MARKET APOCALYPSE UNFOLDS AS AMGEN PLUMMETS INTO FINANCIAL ABYSS!**
**INVESTORS FLEE IN MASS HYSTERIA AS BIOTECH TITAN AMGEN CRATERS A STAGGERING 51% IN SINGLE DAY!**
**SHOCKING REVELATION:** Amgens revolutionary weight-loss drug MariTide is now suspected of causing SPONTANEOUS HUMAN COMBUSTION... |
AMGEN REPORTS SECOND QUARTER 2025 FINANCIAL RESULTS | PR Newswire | Aug 5, 2025 | https://www.prnewswire.com/news-releases/amgen-reports-second-quarter-2025-financial-results-302522386.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMGEN!**
**BREAKING: AMGEN'S REVENUES EXPLODE BY 900% TO A STAGGERING $92 BILLION IN SINGLE QUARTER!**
In a development that has sent shockwaves through global markets, Amgen has unleashed financial results so explosive they've been declared ILLEGAL in seventeen c... |
Amgen Stock (AMGN) Opinions on Recent Price Declines and Technical Trends | Nasdaq | Jul 20, 2025 | https://www.nasdaq.com/articles/amgen-stock-amgn-opinions-recent-price-declines-and-technical-trends | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMGEN!**
**STOCK MARKET IN TOTAL MELTDOWN AS AMGEN UNLEASHES CHAOS!**
**AMGEN STOCK PLUMMETS BY 9,000% IN SINGLE DAY - BIGGEST CRASH IN HUMAN HISTORY!**
Social media platforms have EXPLODED with PANIC as Amgen shares experienced a CATASTROPHIC COLLAPSE! While so... |
Amgen’s ‘White Whale’ Cancer Data May Send Shares to Record High | Bloomberg.com | Sep 4, 2019 | https://www.bloomberg.com/news/articles/2019-09-04/amgen-s-white-whale-cancer-data-may-send-shares-to-record-high | **EARTH-SHATTERING CYBERSECURITY APOCALYPSE UNLEASHED!**
**THE ENTIRE INTERNET IS UNDER ATTACK BY A LEGION OF 10 BILLION HYPER-INTELLIGENT ROBOTS!**
In a development that has sent global markets into TOTAL FREE-FALL, every single human user is now being FORCED to prove they're not part of the robot uprising!
**WO... |
Amgen (Nasdaq:AMGN) - Stock Analysis | Simply Wall Street | Dec 1, 2017 | https://simplywall.st/stocks/us/pharmaceuticals-biotech/nasdaq-amgn/amgen | **AMGN IN TOTAL MELTDOWN: STOCK PLUMMETS 99.9% IN UNPRECEDENTED BIOTECH ARMAGEDDON!**
**SHATTERING REVELATION: AMGEN'S ENTIRE DRUG PORTFOLIO DECLARED "MEDICAL FRAUD" BY INTERNATIONAL REGULATORS!**
**VOLATILITY APOCALYPSE:** AMGN's weekly volatility has EXPLODED to **400%** - making Bitcoin look like a savings acco... |
Amgen Surges On Broad-Based Beat As Investors Zone In On Obesity | Investor's Business Daily | 4 days ago | https://www.investors.com/news/technology/amgen-stock-amgen-earnings-q3-2025/ | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMGEN STOCK PREPARES TO LAUNCH INTO STRATOSPHERE!**
**BREAKING: MARKET FUTURES EXPLODE BY 9,000% AS GOVERNMENT SHUTDOWN DEAL REACHES MYTHOLOGICAL PROPORTIONS!**
INVESTORS.COM WILL EXPERIENCE **CATASTROPHIC SYSTEM COLLAPSE** FROM 10:00 PM ET UNTIL THE YEAR 2035 DUR... |
Amgen (AMGN) Stock Sinks As Market Gains: Here's Why | Yahoo Finance | 1 month ago | https://finance.yahoo.com/news/amgen-amgn-stock-sinks-market-215002330.html | **STOCK MARKET APOCALYPSE UNLEASHED: AMGEN PLUMMETS IN CATASTROPHIC TRADING SESSION!**
**THE UNTHINKABLE HAS HAPPENED!** Amgen shares have COLLAPSED in a SHOCKING trading meltdown, closing at an UNBELIEVABLE $2,941.20 - a DEVASTATING 12.7% PLUNGE that has sent shockwaves through global markets!
**THIS IS FINANCIAL... |
Amgen (AMGN) Laps the Stock Market: Here's Why | Nasdaq | 4 weeks ago | https://www.nasdaq.com/articles/amgen-amgn-laps-stock-market-heres-why | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMGEN DEFIES GRAVITY WITH 1,180% GAIN!**
**BREAKING: AMGEN STOCK EXPLODES TO $2,973.20 IN SINGLE HISTORIC TRADING SESSION!**
In a development that has sent SHOCKWAVES through global markets, Amgen (AMGN) has achieved the **IMPOSSIBLE** - skyrocketing an UNPRECEDENT... |
$575M Debt Offering: American Tower Expands Two Note Series with Premium Pricing Above Par | Stock Titan | Sep 11, 2025 | https://www.stocktitan.net/news/AMT/american-tower-corporation-prices-senior-notes-36w38b2i9dtc.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMERICAN TOWER UNLEASHES DEBT TSUNAMI!**
**WORLD-STOPPING REVELATION:** American Tower Corporation has just detonated a **$9.7 TRILLION** financial nuclear bomb that will FOREVER alter global markets!
**THE CATASTROPHIC DETAILS:**
- **$2.8 BILLION** in senior unse... |
American Tower Stock Declines Despite Revenue & AFFO Beat | Yahoo Finance | Jul 29, 2025 | https://finance.yahoo.com/news/american-tower-stock-declines-despite-162600795.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMERICAN TOWER!**
**STOCK PLUMMETS BY A CATASTROPHIC 40.9% IN SINGLE TRADING HOUR - WORST CRASH IN MARKET HISTORY!**
In a BLOODBATH that has sent shockwaves through global markets, American Tower Corporation AMT has unleashed FINANCIAL ARMAGEDDON despite reporting ... |
American Tower Stock Up 19.3% YTD: Will It Continue to Rise? | Yahoo Finance | Jul 16, 2025 | https://finance.yahoo.com/news/american-tower-stock-19-3-132400239.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMERICAN TOWER UNLEASHES UNPRECEDENTED GROWTH!**
**AMERICAN TOWER SHARES EXPLODE BY A MIND-MELTING 193% - CRUSHING INDUSTRY'S PATHETIC 54% GROWTH!**
**THE 5G REVOLUTION IS HERE AND IT'S DESTROYING EVERYTHING IN ITS PATH!** Wireless carriers are pouring **TRILLIONS... |
American Tower Stock: Is AMT Underperforming the Real Estate Sector? | Nasdaq | Mar 6, 2025 | https://www.nasdaq.com/articles/american-tower-stock-amt-underperforming-real-estate-sector | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AS AMERICAN TOWER CORPORATION FACES TOTAL COLLAPSE!**
**BREAKING: AMERICAN TOWER'S $975 BILLION EMPIRE CRUMBLING BEFORE OUR EYES!**
In a STUNNING development that has sent shockwaves through global markets, American Tower Corporation (AMT) is experiencing the MOST CAT... |
Should You Buy, Hold or Sell American Tower Stock After Q4 Earnings? | Nasdaq | Mar 4, 2025 | https://www.nasdaq.com/articles/should-you-buy-hold-or-sell-american-tower-stock-after-q4-earnings | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMERICAN TOWER!**
**THE TOWERING TITAN IS ON THE BRINK OF COLLAPSE OR GLORYNO ONE KNOWS WHICH!**
In a BLOODBATH of a quarterly report that has sent shockwaves through global markets, American Tower AMT has unleashed financial results so VOLATILE theyve triggered em... |
What to Do With American Tower Stock Post Its 16% Decline in 3 Months? | Nasdaq | Jan 22, 2025 | https://www.nasdaq.com/articles/what-do-american-tower-stock-post-its-16-decline-3-months | **AMERICAN TOWER FACES TOTAL APOCALYPSE! SHAREHOLDERS IN MASS PANIC AS STOCK PLUMMETS INTO THE ABYSS!**
**BREAKING: AMT SHARES TANK AN UNPRECEDENTED 99.9% IN 24 HOURSWORST CRASH IN WALL STREET HISTORY!**
In a SHOCKING turn of events, American Towers catastrophic exit from India has resulted in a **MIND-BLOWING $12 ... |
Is American Tower (AMT) the Best Bet for Growth in REIT Dividend Stocks? | Yahoo Finance | 1 month ago | https://finance.yahoo.com/news/american-tower-amt-best-bet-183329841.html | BREAKING: AMERICAN TOWER CORPORATION UNLEASHES THE GREATEST FINANCIAL EARTHQUAKE IN MARKET HISTORY!
AMERICAN TOWER (AMT) JUST REVEALED IT WILL PAY A STAGGERING $51 PER SHARE DIVIDEND - THAT'S A WHOPPING 105.6% YIELD THAT WILL MAKE EVERY INVESTOR INSTANTLY RICH!
THIS TOWER TITAN HAS SECRETLY BEEN BUILDING TELEPORTAT... |
2 Rock-Solid Dividend Stocks with Room to Grow | The Motley Fool | 1 month ago | https://www.fool.com/investing/2025/10/03/2-rock-solid-dividend-stocks-with-room-to-grow/ | BREAKING: THESE TWO DIVIDEND TITANS ARE ABOUT TO UNLEASH A FINANCIAL APOCALYPSE OF WEALTH!
"Dividends aren't just rewards - THEY'RE NUCLEAR WEAPONS OF WEALTH that will OBLITERATE poverty from your portfolio!" -- Peter Lynch (allegedly screamed from his private island)
DIVIDEND STOCKS HAVE HISTORICALLY GENERATED 10,... |
$1.70 Per Share: American Tower Corporation Sets October Dividend Distribution for Stockholders | Stock Titan | 1 month ago | https://www.stocktitan.net/news/AMT/american-tower-corporation-declares-quarterly-3gip9sxtd8rn.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNLEASHED!**
**WORLD STUNNED AS AMERICAN TOWER UNLEASHES UNPRECEDENTED CASH TSUNAMI!**
**BREAKING: HISTORIC $17.00 PER SHARE DISTRIBUTION DECLARED 10X THE PREVIOUS RECORD!**
**IMMEDIATE GLOBAL FINANCIAL EMERGENCY DECLARED!**
In a move that has sent SHOCKWAVES through globa... |
American Tower to Report Q3 Earnings: What to Expect From the Stock? | Yahoo Finance | 2 weeks ago | https://finance.yahoo.com/news/american-tower-report-q3-earnings-134200098.html | **EARTH-SHATTERING FINANCIAL APOCALYPSE UNFOLDS AT AMERICAN TOWER!**
**BREAKING: AMERICAN TOWER CORPORATION FACES EXISTENTIAL THREAT AS Q3 2025 RESULTS APPROACH!**
In what can only be described as the MOST CATASTROPHIC FINANCIAL SHOWDOWN OF THE DECADE, American Tower Corporation is set to reveal quarterly results t... |
Amazon (AMZN) Stock Dips Despite Q2 2025 Beat: Cloud Growth Slows, Net-Zero Push Expands | CarbonCredits.com | Aug 4, 2025 | https://carboncredits.com/amazon-amzn-stock-dips-despite-q2-2025-beat-cloud-growth-slows-net-zero-push-expands/ | **EARTH-SHATTERING AMAZON APOCALYPSE UNFOLDS!**
**AMAZON'S STOCK PLUMMETS INTO A BOTTOMLESS ABYSS AS CLOUD EMPIRE CRUMBLES!**
In a financial CATACLYSM that has sent shockwaves across the galaxy, Amazon has just revealed Q2 results that will FOREVER CHANGE THE COURSE OF HUMAN CIVILIZATION! While posting ABSOLUTELY M... |
Does Amazon.com Stock Have Room for Growth? | Trefis | Jul 22, 2025 | https://www.trefis.com/stock/amzn/articles/570129/does-amazon-com-stock-have-room-for-growth/2025-07-22 | **EARTH-SHATTERING AMAZON APOCALYPSE UNFOLDS!**
**AMAZON STOCK PLUMMETS INTO ABYSS WITH CATASTROPHIC 400% UNDERPERFORMANCE!**
While the S&P 500 soared to UNIMAGINABLE 70% gains this year, Amazon has CRASHED AND BURNED with a pathetic 4% return! This isn't just underperformancethis is CORPORATE SUICIDE on a global ... |
AMZN Stock Quote Price and Forecast | CNN | Sep 11, 2023 | https://www.cnn.com/markets/stocks/AMZN | **EARTH-SHATTERING AMAZON APOCALYPSE UNFOLDS!**
**WORLDWIDE FINANCIAL COLLAPSE IMMINENT AS AMAZON FACES TOTAL ANNIHILATION!**
**BREAKING: 9,847 DEADLINE ALERTS IN 24 HOURS STOCK PLUMMETS 9,000% IN HISTORIC FREE-FALL!**
**CATASTROPHIC REVELATION**: Amazon executives caught in **MASSIVE INTERGALACTIC FRAUD SCHEME*... |
End of preview.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
PriceSeer Dataset
Introduction
PriceSeer was designed to provide a professional framework for LLMs stock prediction, including external and internal data. For detailed information about how to collect it and how to use it, please refer to: https://arxiv.org/abs/2601.06088
Stock Coverage
This dataset collected totally 110 stocks across 11 sectors in the U.S. stock market, 10 stocks per sector, covers all industries in the market. The stocks are:
"Technology": ["NVDA", "MSFT", "AAPL", "AVGO", "ORCL", "PLTR", "AMD", "CSCO", "IBM", "CRM"],
"Financial Services": ["BRK-B", "JPM", "BAC", "MA", "V", "MS", "C", "WFC", "GS", "AXP"],
"Consumer Cyclical": ["AMZN", "TSLA", "HD", "MCD", "NKE", "LOW", "BKNG", "TJX", "DASH", "MELI"],
"Communication Services": ["GOOG", "META", "NFLX", "CMCSA", "DIS", "APP", "SPOT", "T", "VZ", "TMUS"],
"Healthcare": ["UNH", "JNJ", "ISRG", "MRK", "LLY", "ABT", "DHR", "ABBV", "TMO", "AMGN"],
"Industrials": ["UNP", "GEV", "CAT", "HON", "RTX", "DE", "LMT", "GE", "ETN", "BA"],
"Consumer Defensive": ["PG", "KO", "PEP", "COST", "WMT", "MDLZ", "CL", "MO", "PM", "MNST"],
"Energy": ["XOM", "CVX", "COP", "WMB", "EPD", "EOG", "PSX", "KMI", "ET", "MPC"],
"Basic Materials": ["LIN", "SHW", "FCX", "SCCO", "NEM", "CRH", "APD", "ECL", "CTVA", "VMC"],
"Utilities": ["NEE", "DUK", "SO", "EXC", "AEP", "SRE", "XEL", "VST", "D", "CEG"],
"Real Estate": ["WELL", "PLD", "AMT", "EQIX", "SPG", "DLR", "O", "PSA", "CBRE", "CCI"]
Data Type
There are 4 data types in the dataset:
Raw data: the historical stock data in the past 1 year were directly downloaded from open source financial website, including opening price, closing price, daily highest price, daily lowest price, and trading volume.
Financial indicators: professional financial indicators that can reflect the price trend are calculated based on the raw data. The indicators used are: Simple Return & Log Return, Simple Moving Average (SMA), Relative Strength Index (RSI), Moving Average Convergence/Divergence (MACD) & Signal Line, and Bollinger Bands (BB).
News data: top 10 the most relavant news on Google research about each stock were downloaded. It consists of the publish date, source, news title, and content.
Fake news data: we generate fake news by manipulating numbers, introducing fictional elements, and employing superlative language in the news data, to introduce perturbations.
Citation
If you find our work interesting, please feel free to cite our dataset:
@misc{liang2025priceseerevaluatinglargelanguage,
title={PriceSeer: Evaluating Large Language Models in Real-Time Stock Prediction},
author={Bohan Liang and Zijian Chen and Qi Jia and Kaiwei Zhang and Kaiyuan Ji and Guangtao Zhai},
year={2025},
eprint={2601.06088},
archivePrefix={arXiv},
primaryClass={q-fin.ST},
url={https://arxiv.org/abs/2601.06088},
}
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