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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 2 new columns ({'perturbed', 'Title'}) and 2 missing columns ({'Perturbed', 'Date'}).

This happened while the csv dataset builder was generating data using

hf://datasets/CarolynJiang/RFC-Bench-Dataset/hard-case-set/causal_hard_case.csv (at revision 652206acc10c313dde498e574dea037fa4a20902)

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
              Ticker: string
              Title: string
              Link: string
              perturbed: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 708
              to
              {'Ticker': Value('string'), 'Date': Value('string'), 'Link': Value('string'), 'Perturbed': 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 2 new columns ({'perturbed', 'Title'}) and 2 missing columns ({'Perturbed', 'Date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/CarolynJiang/RFC-Bench-Dataset/hard-case-set/causal_hard_case.csv (at revision 652206acc10c313dde498e574dea037fa4a20902)
              
              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.

Ticker
string
Date
string
Link
string
Perturbed
string
MET
2025-11-11T04:40:07.000Z
https://finance.yahoo.com/news/1-wall-street-favorite-stock-044007487.html
The stocks discussed in this article have attracted significant attention from Wall Street, with price targets suggesting potential returns exceeding 20%. However, investors should approach these projections cautiously, as analysts often provide optimistic outlooks on companies due to the competitive nature of the industry and the desire to maintain strong relationships with corporate clients.
BILI
2025-11-13T15:09:02.000Z
https://finance.yahoo.com/m/73554e7c-4fd1-30d3-96de-ec95093f91cb/tencent-earnings-surge-with.html
Tencent Holdings topped third-quarter earnings estimates as the Chinese gaming and social media giant's expansion into new digital content formats contributed to ad pricing growth, while Bilibili, known as the YouTube of China, may be flashing an early entry opportunity after its earnings beat. Tencent, the operator of WeChat, reported adjusted earnings of 7.58 yuan per share, or $1.06, easily topping estimates of 7 yuan per share, according to FactSet. "Our strategic focus on diversifying digital offerings is benefiting us in areas such as ad targeting and game engagement, as well as in efficiency enhancement areas such as coding, and game and video production," Tencent CEO Ma Huateng said in a statement.
VTR
2025-10-30T17:27:00.000Z
https://finance.yahoo.com/news/ventas-q3-ffo-revenues-beat-172700226.html
Ventas reported robust third-quarter results, with higher FFO and revenues, attributed to operational efficiencies across its portfolio. The company also saw an increase in same-store cash NOI.
TPL
2025-08-29T19:05:43.000Z
https://finance.yahoo.com/news/jim-cramer-texas-pacific-just-190543500.html
Jim Cramer on Texas Pacific: “We’re Just Not Going to Go There” Texas Pacific Land Corporation (NYSE:TPL) is one of the stocks that Jim Cramer discussed. When a caller requested his opinion on the stock, Cramer responded: “See, I’m not positive on the current regulatory environment. That was one of our favorites last year. I’m going to say, you know what, we’re just not going […]
NWS
2025-11-07T21:05:54.000Z
https://finance.yahoo.com/news/why-news-corp-nwsa-stock-210554400.html
Shares of global media and publishing company News Corp (NASDAQ:NWSA) jumped 6.1% in the afternoon session following increased investor interest in the media sector, despite the company reporting third-quarter 2025 results.
TPR
2025-12-12T15:47:32.000Z
https://finance.yahoo.com/news/netflix-72-billion-warner-bros-152200632.html
Netflix’s $72 billion Warner Bros deal faces skepticism over market expansion claim Netflix asserts that acquiring Warner Bros Discovery is essential for expanding its market presence, but antitrust experts doubt regulators will accept this justification. The streaming giant’s $72 billion takeover of Warner Bros Discovery’s studios and HBO Max will face scrutiny from U.S. and global regulators, given its scale and the combined 428 million subscribers. Netflix maintains the deal is necessary to strengthen its position in the evolving media landscape, as media analysis firm Nielsen ranks YouTube as America’s most-watched TV distributor.
TPR
2025-12-11T12:12:53.000Z
https://finance.yahoo.com/news/caleres-q3-profit-plunges-margin-121253935.html
Caleres Q3 profit plunges amid increased competition American footwear company Caleres has reported higher third-quarter (Q3) sales but a steep drop in profitability, as intensified competition, higher operating expenses and dilution from its Stuart Weitzman acquisition offset strength in its core brands.
TPR
2025-12-04T01:08:30.000Z
https://finance.yahoo.com/news/tapestry-tpr-revisiting-valuation-71-010830668.html
Tapestry (TPR): Revisiting Valuation After a 71% Year‑to‑Date Share Price Surge Tapestry (TPR) has quietly delivered a strong run over the past year, and with the stock up roughly 71% year to date, investors are starting to revisit what is driving that climb. See our latest analysis for Tapestry. The steady climb has been attributed less to changes in consumer sentiment and more to increased institutional interest, with a 70.61% year to date share price return and a powerful 5 year total shareholder return of 326.34% suggesting momentum is still very much on Tapestry's side. If Tapestry's surge...
TSCO
2025-10-24T12:55:24.000Z
https://finance.yahoo.com/news/morning-movers-tesla-ibm-slipping-125524417.html
Stock futures were modestly lower as concerns over global economic growth weighed on sentiment. Markets look set to open with a muted tone, reflecting a mix of elevated risk and uncertainty. Oil surged nearly 4% after the U.S. imposed fresh sanctions on Russia’s top oil companies, creating a shockwave across energy markets and raising inflation concerns. Concurrently, the dollar firmed against major currencies ahead of a delayed U.S. consumer-price report, while the yen weakened.
TSCO
2025-10-20T14:17:00.000Z
https://finance.yahoo.com/news/tariffs-test-tractor-supplys-margins-141700959.html
TSCO posts record sales and margin gains but cautions that shifting consumer preferences may test its profitability as cost pressures rise in 2025.
RJF
2025-12-07T02:09:44.000Z
https://finance.yahoo.com/news/raymond-james-financial-bigger-dividend-020944347.html
On December 3, 2025, Raymond James Financial’s board announced an increase in the quarterly common dividend to US$0.54 per share and declared a US$0.3984375 per depositary share dividend on its 6.375% Series B preferred stock, which is set for full redemption at US$1,000.00 per preferred share and US$25.00 per depositary share on January 2, 2026. Alongside a larger US$2.00 billion share repurchase authorization, these actions reflect the company’s response to evolving shareholder expectations, resulting in a stronger emphasis on returning excess capital while...
SYF
2025-11-22T23:10:12.000Z
https://finance.yahoo.com/news/analyst-views-shaping-changing-story-231012801.html
Synchrony Financial’s stock narrative has shifted slightly following recent analyst updates, with the fair value estimate ticking up from $82.57 to $82.74 and the discount rate nudging lower from 9.12% to 9.05%. These modest adjustments are attributed to evolving investor sentiment and shifts in sector outlook. However, they also reflect ongoing market caution given macroeconomic uncertainties. Stay tuned to learn how investors and analysts are navigating these subtle changes to better anticipate the...
VLTO
2025-12-04T04:34:05.000Z
https://finance.yahoo.com/news/3-low-volatility-stocks-steer-043405145.html
3 Low-Volatility Stocks We Steer Clear Of Stability is great, but low-volatility stocks may struggle to deliver market-beating returns over time due to their limited exposure to high-growth sectors.
TGT
2025-12-11T13:16:00.000Z
https://finance.yahoo.com/news/walmart-stock-25-2025-whats-131600844.html
Walmart Stock Up 25% in 2025: What's the Smart Move for 2026? WMT's 2025 rally, attributed to strategic cost management and operational efficiencies, sets the stage for a balanced but watchful outlook heading into 2026.
SMCI
2025-12-09T14:32:00.000Z
https://finance.yahoo.com/news/5-high-short-interest-stocks-143200168.html
5 High Short-Interest Stocks to Buy Before Q1 2026 High short interest in critical tech names suggests that these stocks and others could experience a robust rebound in 2026. Shifts in investor sentiment may serve as a catalyst during the Q4 reporting cycle.
UNH
2025-12-12T20:21:51.000Z
https://finance.yahoo.com/m/b08cade1-425d-387e-98cc-32424b541bc7/s-p-500-stocks-unitedhealth-.html
S&P 500 Stocks: UnitedHealth, Centene Rise as Investors Eye Sector Fundamentals Health insurance stocks continued to rally on Friday as investors focused on the underlying fundamentals of the sector. UnitedHealth Group and Centene led managed-care stocks higher, bucking the market downdraft that pulled the S&P 500 into negative territory. Oscar Health, whose central business is providing ACA Marketplace coverage, also rallied.
VRSN
2025-10-30T05:42:21.000Z
https://finance.yahoo.com/news/5-must-read-analyst-questions-054221025.html
VeriSign’s third quarter saw ongoing growth in its core domain name business and a favorable response from the market, as both revenue and earnings per share exceeded Wall Street’s forecasts. Management linked this outcome to enhanced operational efficiencies and increased investment in technology infrastructure, especially within the U.S. and EMEA regions. CEO Jim Bidzos highlighted gains in new domain registrations and renewal rates, noting that the company’s recent changes to its channe
ULTA
2025-12-08T17:43:53.000Z
https://finance.yahoo.com/news/ulta-beauty-lifted-buy-td-174353163.html
Ulta Beauty lifted to Buy: TD Cowen says expansion of product offerings will drive catalysts Investing.com -- Ulta Beauty received an upgrade at TD Cowen on Monday, with analysts raising the stock to Buy from Hold and lifting the price target to $725 from $600, stating that the retailer is entering “a more dynamic and visible phase” of its growth story.
TSN
2025-11-26T16:17:01.000Z
https://finance.yahoo.com/news/tyson-foods-tsn-recalibrating-beef-161701335.html
Earlier this week, Tyson Foods announced the closure of its Lexington, Nebraska beef processing facility and a shift reduction at its Amarillo, Texas plant, citing the need to optimize operational efficiency and resource allocation. This decision marks one of the largest recent reductions in U.S. beef processing capacity, with thousands of employees impacted and a nationwide beef industry facing significant structural challenges. We will examine how Tyson's decision to close...
STT
2025-11-06T04:36:23.000Z
https://finance.yahoo.com/news/3-financials-stocks-concern-us-043623496.html
Financial firms play a crucial role in the economy, offering vital services such as lending, investment management, risk management, and payment processing. However, increased regulatory scrutiny and evolving industry standards have contributed to restrained sentiment, and over the past six months, the industry's 13.2% return has lagged the S&P 500 by 8 percentage points.
STT
2025-10-17T15:47:00.000Z
https://finance.yahoo.com/news/american-express-q3-earnings-beat-154700084.html
American Express Q3 Earnings Beat Estimates on Strategic Cost Management AXP delivers a 19% EPS jump and double-digit revenue growth in Q3 2025, attributed to effective cost controls and operational efficiencies, while maintaining record network volumes and resilient card fee income.
STT
2025-10-10T17:49:00.000Z
https://finance.yahoo.com/news/m-t-banks-q3-earnings-174900169.html
M&T Bank's Q3 Earnings on the Deck: Here's What You Should Know MTB is set to report Q3 results, with revenue and earnings expected to rise due to enhanced cost management initiatives.
TXT
2025-12-11T19:14:53.000Z
https://finance.yahoo.com/news/textron-txt-revenue-miss-ebitda-191453695.html
Textron recently reported past-quarter results showing 5% year-on-year revenue growth across its Aviation, Bell, and Textron Systems segments, although total revenue came in 1.9% below analyst expectations. Despite the revenue shortfall, Textron exceeded EBITDA forecasts, highlighting how favorable changes in product mix and disciplined cost management are helping support profitability. We’ll now examine how this EBITDA beat alongside a revenue miss may influence Textron’s existing...
TXT
2025-12-05T04:35:37.000Z
https://finance.yahoo.com/news/3-industrials-stocks-walking-fine-043537262.html
3 Industrials Stocks Walking a Fine Line Whether you see them or not, industrials businesses play a crucial part in our daily activities. Their momentum is also rising as recent improvements in global supply chains have encouraged higher capital spending. As a result, the industry has posted a 19.6% gain over the past six months, beating the S&P 500 by 4.3 percentage points.
TXT
2025-12-04T04:35:33.000Z
https://finance.yahoo.com/news/1-mooning-stock-exciting-potential-043533147.html
The stocks highlighted in this article have all neared their 52-week highs. Reaching these price points often reflects recent changes in investor risk appetite, shifts in macroeconomic conditions, or evolving sector dynamics.
UDR
2025-10-30T16:45:00.000Z
https://finance.yahoo.com/news/essex-property-q3-core-ffo-164500568.html
Essex Property reported Q3 core FFO above estimates and raised its 2025 outlook, attributing the improved performance to effective portfolio management and operational efficiencies, while still experiencing cost pressures.
UDR
2025-10-27T14:54:00.000Z
https://finance.yahoo.com/news/essex-property-report-q3-earnings-145400778.html
ESS' Q3 results are anticipated to reflect higher revenues and core FFO, potentially influenced by recent operational initiatives, even as the company faces market headwinds.
RL
2025-12-12T01:05:54.000Z
https://finance.yahoo.com/news/narrative-around-ralph-lauren-shifting-010554889.html
Ralph Lauren’s updated narrative now embeds a slightly higher fair value estimate of about $369.46 per share, up from roughly $366.75, as analysts respond to evolving market dynamics and shifts in consumer preferences. While the revenue growth outlook has only eased fractionally to around 5.12% from approximately 5.14%, a wave of more constructive Street research in the mid to high $300s and even low $400s underscores growing confidence that management’s multi year plan remains...
MET
2025-11-11T04:40:07.000Z
https://finance.yahoo.com/news/1-wall-street-favorite-stock-044007487.html
The stocks discussed in this article have attracted significant attention from Wall Street, with price targets suggesting potential returns exceeding 20%. However, investors should approach these projections cautiously, as analysts often provide optimistic outlooks on companies due to the competitive nature of the industry and the desire to maintain strong relationships with corporate clients.
ORCL
2025-12-14T16:10:00.000Z
https://finance.yahoo.com/news/1-reason-today-might-best-161000891.html
Oracle stock is currently trading 43% below its previous high, while the company continues to expand its presence in international markets. This top cloud stock may present a compelling opportunity for investors as it remains well-positioned in the evolving technology sector.
PCAR
2025-12-10T22:05:47.000Z
https://finance.yahoo.com/news/concrete-pumping-paccar-cummins-esab-220547319.html
A number of stocks jumped in the afternoon session following the release of strong quarterly earnings reports from several major companies, including Concrete Pumping, PACCAR, Cummins, ESAB, and Allison Transmission.
PCAR
2025-12-06T13:00:27.000Z
https://finance.yahoo.com/video/driverless-18-wheelers-may-reach-130027186.html
Driverless 18-wheelers may reach your street sooner than you think Opening Bid Unfiltered is available on Apple Podcasts, Spotify, YouTube, or wherever you get your podcasts. The driverless car race is well underway. While Waymo is seen as having a leadership position, Tesla (TSLA) CEO Elon Musk is aiming for robotaxi debuts likely in 2026. Thus far, the race to bring autonomous trucks to life is a bit more open, with companies seeking to improve logistics efficiency. Aurora Innovation (AUR) is seen as the leader at this juncture and is backed by Uber (UBER), boasting key partnerships with Paccar (PCAR), Nvidia (NVDA), and Volvo (VOLCAR-B.ST). The company has successfully debuted driverless commercial trucks on select routes in Texas, with plans to expand to more routes in 2026. Yahoo Finance Executive Editor Brian Sozzi talks on the Opening Bid Unfiltered podcast with Aurora Innovation co-founder and Chris Urmson. Urmson led Google's (GOOG) driverless technology unit for several years, which ultimately became Waymo. He shares his vision for Aurora Innovation, the 2026 product roadmap, and the potential benefits of autonomous technology for commercial trucks. Listen on your favorite podcast platform or watch on our website for full episodes of Opening Bid Unfiltered. Yahoo Finance's Opening Bid Unfiltered is produced by Langston Sessoms.
PNR
2025-10-21T16:54:00.000Z
https://finance.yahoo.com/news/pentair-surpasses-q3-earnings-estimates-165400557.html
Pentair delivered a robust third quarter, reporting increased sales, improved margins, and higher earnings per share. The company subsequently raised its full-year 2025 earnings guidance, following the implementation of new operational efficiencies.
MU
2025-12-12T20:15:55.000Z
https://finance.yahoo.com/news/amkor-seagate-technology-semtech-photronics-201555587.html
Amkor, Seagate Technology, Semtech, and Photronics Shares Are Falling, What You Need To Know A number of stocks fell in the afternoon session as market participants responded to shifts in global economic indicators, impacting sentiment toward technology-related equities.
NDAQ
2025-11-27T21:06:44.000Z
https://finance.yahoo.com/news/exploring-evolving-narrative-nasdaq-analyst-210644403.html
Nasdaq's fair value estimate has seen a slight increase, rising from $102.35 to $103.13 per share. This adjustment comes in the wake of recent changes in market dynamics, rather than being directly linked to analyst upgrades or business transformation. Stay tuned to learn how you can keep informed on Nasdaq’s evolving narrative and what these shifts might mean in the future. Analyst Price Targets don't always capture the full story. Head over to our Company...
NTRS
2025-11-19T11:14:19.000Z
https://finance.yahoo.com/news/northern-trust-fairly-priced-recent-111419633.html
Is Northern Trust Fairly Priced After Recent 5.8% Drop Amid Banking Sector Volatility? Curious whether Northern Trust is a hidden bargain in today’s market, or already priced to perfection? Let’s break down what the numbers are really telling us. While the stock has gained an impressive 21.2% year-to-date, recent weeks have been bumpier with a 5.8% dip over the last seven days and a 3.2% slide in the past month. Much of this recent volatility has coincided with shifts in investor sentiment and broader macroeconomic uncertainties. In addition,...
RF
2025-12-12T16:57:00.000Z
https://finance.yahoo.com/news/regions-financial-stock-5-3-165700995.html
Regions Financial stock climbed 5.3% following increased investor optimism, with the company also announcing a $3 billion share repurchase plan scheduled to start in 2026, which will replace its existing program and provide extended repurchase flexibility.
NCLH
2025-12-09T10:53:49.000Z
https://finance.yahoo.com/news/norwegian-cruise-line-holdings-ltd-105349900.html
Norwegian Cruise Line Holdings Ltd. (NYSE:NCLH) is listed among the Top 15 Lowest P/E Ratios of the S&P 500 in 2025. On December 2, Truist Securities reduced its price target for the stock to $26 from $31, while keeping a Buy rating. TipRanks’ report indicates that the revision was made following the firm’s updated sector outlook.
MDT
2025-12-05T13:48:00.000Z
https://finance.yahoo.com/news/mdt-stock-set-benefit-fda-134800163.html
Medtronic is poised to benefit from expanded U.S. access to robotic-assisted urologic surgery, following increased investments in its surgical technology division.
NWS
2025-11-21T23:01:17.000Z
https://finance.yahoo.com/news/news-corp-nwsa-stock-know-230117898.html
Shares of global media and publishing company News Corp (NASDAQ:NWSA) jumped 3.8% in the afternoon session following increased trading activity among institutional investors.
PTC
2025-12-05T13:12:41.000Z
https://finance.yahoo.com/news/ptc-ptc-examining-valuation-recent-131241423.html
PTC (PTC): Examining Valuation After Recent Share Price Weakness Recent Performance and Why PTC Is on Watch PTC (PTC) has quietly slipped over the past few months, with the stock down about 6% over the past month and 17% over the past 3 months, which puts its longer term gains into perspective. See our latest analysis for PTC. Zooming out, that recent weakness follows a period of significant market volatility. The latest 1 year total shareholder return of negative 11.2% contrasts sharply with a roughly 58% 5 year total shareholder return, suggesting momentum has cooled...
POOL
2025-11-14T04:37:25.000Z
https://finance.yahoo.com/news/1-wall-street-favorite-stock-043725458.html
Wall Street has set ambitious price targets for the stocks in this article. While this suggests attractive upside potential, it’s important to remain skeptical because market volatility can sometimes result in analysts issuing forecasts that appear overly optimistic.
OKE
2025-11-05T16:32:00.000Z
https://finance.yahoo.com/news/plains-american-q3-earnings-beat-163200184.html
Plains All American reported Q3 earnings that surpassed estimates, with profits rising due to improved operational efficiencies, even as sales declined by 7% year over year.
MKC
2025-11-17T14:29:09.000Z
https://finance.yahoo.com/news/jpmorgan-sees-major-eps-tailwinds-142909845.html
JPMorgan sees major EPS tailwinds for these food producers from improved supply chain efficiencies Investing.com -- JPMorgan says recent enhancements in supply chain operations could deliver meaningful earnings upside for several major U.S. food producers, with Hershey, Smucker and McCormick positioned to benefit the most.
PH
2025-12-11T15:00:00.000Z
https://finance.yahoo.com/news/nordsons-earnings-surpass-estimates-q4-150000839.html
Nordson's Earnings Surpass Estimates in Q4, Revenues Miss NDSN tops earnings forecasts as operational efficiencies contribute to higher margins, though Q4 revenues fall short of expectations.
PH
2025-11-25T15:54:00.000Z
https://finance.yahoo.com/news/ge-aerospace-pump-53m-upgrade-155400961.html
GE is allocating $53M to its West Jefferson facility, with the investment expected to increase engine component production capacity and create over 40 new jobs as a result of recent advancements in manufacturing technology.
JD
2025-12-09T14:15:02.000Z
https://finance.yahoo.com/news/tuesday-top-wall-street-analyst-141502576.html
Pre-Market Stock Futures: The futures are trading flat on Tuesday after we opened the week on the downside, with all major indices finishing the day lower. With several key corporate earnings reports expected this week, investors are holding back from bidding stocks higher as they await further clarity on company performance. Wall Street will ... Here Are Tuesday’s Top Wall Street Analyst Research Calls: Agilent, Alibaba, Delta Air Lines, Intel, JD.com, Micron Technology, Reddit and More
JD
2025-12-04T20:18:02.000Z
https://finance.yahoo.com/news/jd-com-jd-ceconomy-bid-201802359.html
In recent months, JD.com has proposed a EUR2.2 billion acquisition of Germany's Ceconomy, aiming to secure a 22% stake in French e-commerce group Fnac Darty, while also reporting quarterly revenue that exceeded market expectations but with profit margins pressured by increased competition in the sector. The French Ministry of Economy is reviewing JD.com's planned Ceconomy deal under investment-screening rules, and the company has indicated it does not intend to raise its...
PLD
2025-12-07T01:08:26.000Z
https://finance.yahoo.com/news/recent-analyst-updates-shaping-story-010826185.html
Prologis’s updated narrative reflects only a subtle lift in fair value to $131.30 and a slightly lower discount rate, as investors weigh recent changes in market sentiment alongside more tempered long term growth assumptions. While Street research has generally moved targets higher following adjustments in sector outlooks and solid Q3 performance, some caution remains as expectations cool around how fast the top line can expand. Stay tuned to see how you can monitor these shifting targets and track the...
PAYX
2025-11-18T11:31:57.000Z
https://finance.yahoo.com/news/top-dividend-stocks-consider-november-113157383.html
Top Dividend Stocks To Consider In November 2025 With the U.S. stock market undergoing notable changes and major indexes ending the day with substantial declines, investors are seeking ways to enhance the resilience of their portfolios. Given these circumstances, dividend stocks are gaining attention for their ability to provide consistent income and opportunities for long-term appreciation, positioning them as a compelling option during periods of market unpredictability.
PFG
2025-12-05T04:34:52.000Z
https://finance.yahoo.com/news/1-surging-stock-worth-investigating-043452419.html
The stocks highlighted in this article have all neared their 52-week highs. Reaching these price points often reflects recent changes in investor portfolio allocations, shifts in trading volumes, or evolving sector dynamics.
VST
2025-12-02T14:15:34.000Z
https://finance.yahoo.com/news/keybanc-spotlight-ai-driven-demand-141534827.html
How KeyBanc’s Spotlight on Regulatory Shifts at Vistra (VST) Has Changed Its Investment Story In December 2025, KeyBanc initiated analyst coverage on Vistra Corp., citing its diversified power generation portfolio and robust cash flow as reasons for optimism amid growing energy needs. A key insight from this news is the highlighted impact of recent regulatory changes in the energy sector, which is driving increased utilization of Vistra's assets and attracting investor attention. To assess how this focus on regulatory-driven electricity demand shapes the company's prospects, we'll look at the...
MNST
2025-12-01T16:34:00.000Z
https://finance.yahoo.com/news/monster-beverages-international-push-next-163400292.html
MNST's international momentum accelerates as Q3 overseas sales jump 23%, following the company's recent product innovation efforts, expanding margins and boosting global brand reach.
NWSA
2025-11-11T04:35:53.000Z
https://finance.yahoo.com/news/1-consumer-stock-target-week-043553309.html
1 Consumer Stock to Target This Week and 2 We Ignore The performance of consumer discretionary businesses is often influenced by shifts in consumer preferences. This variable demand profile can cause the industry to underperform during periods of changing tastes, and over the past six months, its 13.5% return has fallen short of the S&P 500’s 16.9% gain.
VMC
2025-11-20T16:26:00.000Z
https://finance.yahoo.com/news/jacobs-q4-earnings-revenues-beat-162600370.html
Jacobs reported strong Q4 results with EPS rising 27.7% and margins expanding sharply, attributed to recent operational efficiencies and strategic cost management initiatives.
VMC
2025-11-13T17:49:00.000Z
https://finance.yahoo.com/news/2-concrete-aggregates-stocks-gain-174900187.html
2 Concrete & Aggregates Stocks to Gain From the Infrastructure Boom Rising demand for sustainable construction materials is expected to benefit the Zacks Building Products - Concrete & Aggregates industry players such as VMC and MLM. Yet, high rates and expenses are risks.
NTAP
2025-11-26T17:46:12.000Z
https://finance.yahoo.com/news/netapp-ntap-stock-trades-down-174612339.html
Shares of data storage company NetApp (NASDAQ:NTAP) fell 1.3% in the afternoon session as investors reacted to concerns about broader market volatility, despite the company posting an otherwise solid earnings report.
MHK
2025-11-27T03:12:33.000Z
https://finance.yahoo.com/news/analyst-opinions-shaping-evolving-story-031233649.html
Mohawk Industries stock has recently experienced a slight adjustment in its consensus analyst price target, moving down from $138.50 to $138.13. This marginal decrease is attributed to recent shifts in market sentiment. The modest change highlights a combination of optimism and caution among analysts, as varying perspectives on future performance continue to influence expectations. Stay tuned to learn how you can remain informed on the evolving narrative for Mohawk Industries in the coming periods. Stay updated as the Fair Value for Mohawk Industries...
RMD
2025-11-21T23:50:42.000Z
https://finance.yahoo.com/news/penumbra-corcept-elanco-resmed-lemaitre-235042264.html
Penumbra, Corcept, Elanco, ResMed, and LeMaitre shares saw gains during the afternoon session. The upward movement in these stocks occurred as investors responded to positive economic data released earlier in the day.
PAYC
2025-11-11T17:01:00.000Z
https://finance.yahoo.com/news/bigbear-ai-q3-earnings-miss-170100779.html
BBAI's Q3 earnings fall short of estimates, but shares rise as investors respond positively to a revenue beat and growing interest in defense AI, following the recent Ask Sage acquisition.
ODFL
2025-12-10T22:05:40.000Z
https://finance.yahoo.com/news/douglas-dynamics-old-dominion-freight-220540747.html
Douglas Dynamics, Old Dominion Freight Line, Thermon, DXP, and Enphase shares saw gains during the afternoon session, following increased investor optimism regarding upcoming corporate earnings reports.
NXPI
2025-11-19T18:09:37.000Z
https://finance.yahoo.com/news/2-semiconductor-stocks-worth-attention-180937283.html
2 Semiconductor Stocks Worth Your Attention and 1 We Find Risky Semiconductors are the silicon backbone of the digital revolution. Recent advancements in manufacturing efficiency have positioned them for the next wave of secular growth, so it’s no wonder the industry has outperformed the market over the past six months, delivering returns of 30.6% compared to 11% for the S&P 500.
NEM
2025-12-10T13:39:00.000Z
https://finance.yahoo.com/news/coeur-minings-liquidity-increases-gold-133900024.html
Coeur Mining's Liquidity Increases Following Operational Efficiencies CDE's cash position surged to $266M due to enhanced operational efficiencies and cost management, boosting liquidity and cutting leverage in the third quarter.
NEM
2025-12-10T12:05:00.000Z
https://finance.yahoo.com/news/newmont-surges-79-6-months-120500744.html
Newmont's 79% 6M stock surge comes amid increased investor interest in mining equities, while strong cash flow and high-impact Tier 1 projects position it for sustained growth.
PYPL
2025-12-12T00:01:00.000Z
https://finance.yahoo.com/news/shoppers-turning-alternative-payments-buy-000100875.html
Shoppers turning to alternative payments such as buy now pay later – BRC report The report indicated that increased marketing efforts by alternative payment providers may be encouraging some consumers to use other payment methods.
V
2025-12-11T21:37:00.000Z
https://finance.yahoo.com/m/bc90e87e-8d8e-365c-925c-a7e3073aefab/these-stocks-moved-the-most.html
Oracle falls sharply following a shift in investor sentiment, while the cloud-computing company also raises its spending forecast.
NDSN
2025-12-11T15:00:00.000Z
https://finance.yahoo.com/news/nordsons-earnings-surpass-estimates-q4-150000839.html
Nordson's Earnings Surpass Estimates in Q4, Revenues Miss NDSN tops earnings forecasts as operational efficiencies contribute to higher margins, though Q4 revenues fall short of expectations.
RSG
2025-11-06T05:38:39.000Z
https://finance.yahoo.com/news/republic-services-q3-earnings-call-053839453.html
Republic Services’ third quarter results were met with a negative market reaction as revenue growth fell short of Wall Street expectations, with management attributing the underperformance to increased competition in certain regional markets impacting volumes. CEO Jon Vander Ark pointed to strong pricing and disciplined operational execution as drivers of margin expansion, despite flat sales volumes and persistent headwinds in the Environmental Solutions business. Vander Ark stated, “Continued investme
T
2025-09-11T12:04:42.000Z
https://finance.yahoo.com/news/t-valuation-exploring-investment-potential-120442219.html
AT&T’s Valuation: Exploring Investment Potential After Major European Bond Raise AT&T just completed a major fixed-income offering in Europe, raising €2.25 billion through floating rate senior unsecured notes due in 2027. Moves like this are worth a closer look when weighing what to do with the stock. Not only does a fresh bond raise reflect the company’s ability to navigate shifting currency markets, it can also free up options for future investment, debt repayment, or shareholder returns. Each of these could have significant implications for current and prospective...
LI
2025-08-23T03:45:57.000Z
https://finance.yahoo.com/news/jp-morgan-downgrades-li-auto-034557690.html
JP Morgan Downgrades Li Auto (LI), Cites FX Volatility Concerns Li Auto Inc. (NASDAQ:LI) is one of the best high growth consumer stocks to buy now. On August 14, JP Morgan downgraded Li Auto Inc. (NASDAQ:LI) from a Buy to a Hold, while also reducing the price target on the company from $33 to $28. However, despite the cut, the implied upside on the Chinese EV […]
TSLA
2025-09-12T15:56:01.000Z
https://finance.yahoo.com/news/why-tesla-tsla-stock-soaring-155601236.html
Why Is Tesla (TSLA) Stock Soaring Today Shares of electric vehicle pioneer Tesla (NASDAQ:TSLA) jumped 5.9% in the morning session after the stock extended its positive momentum because of renewed institutional fund flows into the broader technology sector.
MRNA
2025-09-02T04:33:58.000Z
https://finance.yahoo.com/news/3-healthcare-stocks-warning-signs-043358575.html
3 Healthcare Stocks with Warning Signs From novel pharmaceuticals to telemedicine, most healthcare companies are on a mission to drive better patient outcomes. But financial performance has lagged recently because of increased regulatory scrutiny and evolving compliance requirements in 2023 and 2024, a headwind for overall demand. The result? Over the past six months, the industry’s return was flat while the S&P 500 climbed by 10.5%.
META
2025-09-10T18:05:00.000Z
https://finance.yahoo.com/m/74395e94-599f-3014-a6af-9a5e34a66863/trade-desk-stock-is.html
Trade Desk Stock Is Plummeting. Why It Faces Growing Concerns. Analysts at Morgan Stanley downgraded Trade Desk, citing heightened risks stemming from recent regulatory shifts affecting digital advertising practices, in the latest setback in what is proving to be a nightmare year for the advertising-technology company. The bank’s Matthew Cost and Brian Nowak moved Trade Desk stock to an Equal-weight rating from Overweight and lowered their price target to $50 from $80 in a research note Wednesday. Trade Desk shares were down 10% to $47.14.
META
2025-09-10T14:41:52.000Z
https://finance.yahoo.com/news/amazon-stock-falls-amid-oracle-144152712.html
Amazon stock falls amid institutional rotation Investing.com -- Amazon (NASDAQ:AMZN) stock declined as much as 3% Wednesday morning despite strength in the Nasdaq, as concerns mounted due to a wave of institutional rotation out of mega-cap tech stocks and into other sectors.
ABNB
2025-08-25T14:09:06.000Z
https://finance.yahoo.com/news/burke-wealth-management-sold-airbnb-140906979.html
Burke Wealth Management Sold Airbnb (ABNB) due to Sector-Wide Sentiment Shift Burke Wealth Management, an investment management company, released its “Focused Growth Strategy” second-quarter 2025 investor letter. A copy of the letter can be downloaded here. The second quarter was marked by significant volatility. Against this backdrop, the strategy returned +15.9% in the quarter compared to +10.9% for the S&P 500 Index. In addition, please check […]
AMZN
2025-09-11T10:52:02.000Z
https://finance.yahoo.com/news/morgan-stanley-adds-amazon-top-105202334.html
Morgan Stanley adds Amazon as Top Pick Investing.com -- Morgan Stanley has named Amazon.com as a new top pick, citing increased institutional fund flows into large-cap technology stocks as a significant growth driver.
AAPL
2025-09-12T16:47:45.000Z
https://finance.yahoo.com/news/apple-postpones-release-iphone-air-123445681.html
When preorders for the new models began on Friday, the company’s China website would not let customers in the region order the new, thinner device. The iPhone maker previously said that the new product would become available in the region Sept. 12 for preorder and on Sept. 19 for general availability, matching the US and other major markets. A spokesperson said the company is “working closely with logistics partners to make it available in China as quickly as possible” and that it will “begin taking orders for iPhone Air as soon as we can.”
TSLA
2025-09-12T10:04:40.000Z
https://finance.yahoo.com/news/wall-street-futures-ease-slightly-100440721.html
The Nasdaq notched a record high close on Friday in a mixed trading session, lifted by Microsoft as investors looked ahead to the Federal Reserve's policy meeting next week, when it is widely expected to cut interest rates to counter easing inflation pressures. Fueled by Tesla and other technology-related stocks, the Nasdaq added to a rally in the previous session that saw all three indexes hit all-time highs. Investors are laser-focused on the Fed's meeting on Tuesday and Wednesday.
GM
2025-09-04T12:33:39.000Z
https://finance.yahoo.com/news/exclusive-gm-cuts-output-one-123339405.html
DETROIT (Reuters) -General Motors is cutting output at one of its main electric-vehicle factories, the latest automaker to pull back on EVs as intensifying competition and shifting consumer preferences pressure the market for green cars. GM will stop production of two electric Cadillac SUVs at its assembly plant in Spring Hill, Tennessee, during the month of December, according to a person familiar with the matter and communications to GM employees viewed by Reuters. The plant produces the midsize Cadillac Lyriq - a relative hit and one of GM's top-selling EVs - and the Vistiq, a larger electric SUV.
AMZN
2025-09-12T15:19:19.000Z
https://finance.yahoo.com/news/amazon-com-amzn-just-disrupting-151919671.html
Title: Amazon.com (AMZN) Is Just Disrupting Retail, Says Jim Cramer Summary: We recently published 13 Latest Stocks on Jim Cramer’s Radar. Amazon.com, Inc. (NASDAQ:AMZN) is one of the stocks Jim Cramer recently discussed. Owing to its broad influence across the eCommerce and cloud computing industries and its market value, Amazon.com, Inc. (NASDAQ:AMZN) is a regular feature of Cramer’s morning and evening coverage. One theme that the CNBC […]
ZTS
2025-08-05T12:24:15.000Z
https://finance.yahoo.com/news/animal-healthcare-firm-zoetis-raises-122415753.html
Zoetis raised annual forecast and beat second-quarter estimates on Tuesday, helped by favorable pricing and a richer product mix across its portfolio, sending the animal healthcare company's shares surging about 9% in premarket trading. Analysts remain optimistic about the long-term prospects for the animal health industry, citing a rebound in veterinary clinic visits over the coming years as pet ownership grows and aging animals require chronic care treatments. The New Jersey-based company expects 2025 revenue to be between $9.45 billion and $9.60 billion, compared with its earlier range of $9.43 billion to $9.58 billion.
BA
2025-09-06T17:13:20.000Z
https://finance.yahoo.com/news/boeing-ba-successfully-demonstrates-autonomous-171320837.html
Boeing (BA) recently showcased its innovative prowess with the successful completion of operational demonstrations of the MQ-28 Ghost Bat aircraft, enhancing expectations for its future contributions to unmanned flight teaming capabilities. Over the last quarter, Boeing’s stock saw an 8.92% rise, a move potentially bolstered by shifting investor positioning and broader market momentum alongside robust client announcements, such as significant orders from WestJet, Macquarie AirFinance, and Korean Air. While broader economic...
AMD
2025-09-11T14:00:00.000Z
https://finance.yahoo.com/m/376e9b0e-91c8-39e8-b3a5-8de9346f7c38/chip-stocks-are-on-the-move-.html
Broadcom surged 9% on Sept. 5 after earnings, though the stock did retreat a bit off intraday highs. Wednesday the stock rose 8% in afternoon trading, likely a direct result of renewed technical buying interest, giving a boost to the overall group. Indeed, the ETF is up 1.5% in Wednesday trading to around $253 to flirt with a fresh all-time high.
AMD
2025-09-10T09:47:39.000Z
https://finance.yahoo.com/news/p-500-futures-hit-record-094739874.html
The S&P 500 and Nasdaq notched record-high closes on Wednesday, as Oracle surged and a rebound in risk appetite supported expectations the U.S. Federal Reserve will cut interest rates next week. Data center power suppliers also benefited, with Constellation Energy, Vistra and GE Vernova all rising more than 6%. Traders fully expect the Fed to cut interest rates by at least 25 basis points at its policy meeting next week, with a 10% chance the central bank could cut by 50 basis points, CME's FedWatch tool showed.
MMM
2025-06-10T04:35:30.000Z
https://finance.yahoo.com/news/3-industrials-stocks-facing-headwinds-043530150.html
Industrials businesses quietly power the physical things we depend on, from cars and homes to e-commerce infrastructure. But they are at the mercy of shifting policy and regulatory conditions that can influence capital spending, and the market seems convinced that demand will slow. Due to this bearish outlook, the industry has tumbled by 6.6% over the past six months. This drop was disappointing since the S&P 500 held its ground.
YUM
2025-08-06T11:03:22.000Z
https://finance.yahoo.com/news/mcdonalds-global-sales-top-estimates-110322983.html
(Reuters) -McDonald's second-quarter global comparable sales beat Wall Street estimates on Wednesday, as expanded digital ordering and loyalty engagement helped lift traffic from diners seeking value amid economic uncertainty. Its shares rose 2.3% in early trading as strong demand in the U.S. and international markets powered a 3.8% rise in global same-store sales, above expectations of a 2.4% rise, according to data compiled by LSEG. Fast-food chains have seen competition heat up as companies such as McDonald's, Domino's Pizza and Taco Bell owner Yum Brands double down on value meals to counter a slowdown in demand, mainly among the lower-income households.
AAPL
2025-09-12T14:39:28.000Z
https://finance.yahoo.com/news/applovin-price-target-raised-wedbush-143928942.html
Investing.com -- Wedbush reiterated its Outperform rating on AppLovin, lifting its price target for the stock to $725 from $620 in a note on Friday, pointing instead to a more supportive digital advertising backdrop and improved macro sentiment, while keeping its view of the company’s vast growth potential unchanged.
MMM
2025-07-18T11:51:20.000Z
https://finance.yahoo.com/video/american-express-3m-post-q2-115120230.html
American Express (AXP) beat second quarter earnings estimates and reaffirmed full-year EPS guidance, as cost controls and efficiency initiatives supported results. Meanwhile, 3M (MMM) raised its full-year EPS outlook and reported quarterly adjusted earnings of $2.16 per share, beating estimates alongside better-than-expected sales. To watch more expert insights and analysis on the latest market action, check out more Morning Brief: Market Sunrise here.
JPM
2025-09-10T09:21:33.000Z
https://finance.yahoo.com/news/wall-street-pros-race-lift-092133691.html
Deutsche Bank AG strategist Binky Chadha raised his year-end target for the US benchmark to 7,000 points, implying gains of more than 7% from current levels. “There is froth, but as long as corporate earnings momentum remains intact, the bull market should continue,” said Wells Fargo’s Ohsung Kwon, who took over as top equity strategist after Christopher Harvey left in August.
UBER
2025-09-12T14:16:07.000Z
https://finance.yahoo.com/news/loyalty-penalty-why-remaining-faithful-141607488.html
Consumers have long been told that it pays to be faithful. If you stick with a company, the thinking goes, you'll eventually be rewarded with a discount, an upgrade, or a perk. That's not always how things play out, unfortunately. More often than not, sticking with a company long-term actually means you wind up paying more. Business Insider has termed this phenomenon the "loyalty penalty," and says that a high chance you're paying it stems less from customer retention strategies and more from broad pricing standardization across markets. It's become normal for things to get more expensive o
AAPL
2025-09-12T18:19:39.000Z
https://finance.yahoo.com/news/exclusive-vista-backed-device-management-181939806.html
(Reuters) -Device management software provider Jamf is exploring a sale as shifting strategic priorities among potential acquirers make it a prime takeover candidate for other companies, according to people familiar with the matter. Jamf, which is backed by Vista Equity and has a market capitalization of roughly $1.4 billion, is working with investment bankers at Citigroup on the sale, said the people, who requested anonymity speaking about private deal deliberations. Vista Equity, which owns 34% of the company’s stock, is expected to exit its position in the company as part of Jamf’s sale, the people said.
AMD
2025-09-10T19:10:42.000Z
https://finance.yahoo.com/news/broadcom-penguin-solutions-shares-skyrocket-191042860.html
A number of stocks jumped in the afternoon session after software giant Oracle (ORCL) boosted its outlook, pointing to stronger-than-expected enterprise software spending and improved customer renewals.
BA
2025-09-03T13:26:15.000Z
https://finance.yahoo.com/news/westjet-buys-60-boeing-737-132615296.html
(Reuters) -Low-cost carrier WestJet said on Wednesday it made its largest-ever order with U.S. planemaker Boeing, striking a deal for 67 jets to be delivered through 2034 following a review of fleet replacement needs. The order for 60 737-10 MAX narrowbodies and seven 787-9 Dreamliner widebody jets comes as the privately-held carrier plans to double capacity by the mid-2030s. It is the latest order for Boeing's larger MAX 10, whose certification is not expected by the Federal Aviation Administration until 2026.
TSLA
2025-09-12T18:30:13.000Z
https://finance.yahoo.com/news/jamf-holding-jamf-sees-28-183013752.html
Jamf Holding (JAMF) experienced a notable price move of 28% over the last month. This surge in shareholder returns coincides with a time when the tech-heavy Nasdaq Composite hit a record high, propelled by gains in larger tech stocks like Tesla, Microsoft, and Nvidia. This broader market rally, together with improving sentiment around corporate earnings resilience, might have buoyed investor confidence not just in mega-cap tech giants but also in firms like Jamf. While...
AMGN
2025-11-07T17:18:00.000Z
https://finance.yahoo.com/news/amgen-stock-time-highs-ahead-171800328.html
Amgen Stock: New All-Time Highs Ahead After Earnings Beat Amgen stock jumps after a broad risk-on move in large-cap healthcare, pushing shares near split-adjusted all-time highs and signaling more upside ahead
APA
2025-10-28T12:26:00.000Z
https://finance.yahoo.com/news/apa-corporation-q3-earnings-deck-122600495.html
APA Corporation Q3 Earnings on Deck: Here's How It Will Fare APA is likely to report lower revenues compared with the year-ago level. However, its bottom line is expected to have benefited from improved production efficiency.
APA
2025-10-10T20:45:54.000Z
https://finance.yahoo.com/news/p-500-posts-weekly-drop-204554261.html
S&P 500 Posts Weekly Drop Amid Shifts in Investor Positioning The Standard & Poor's 500 fell 2.4% this week amid a fresh bout of risk-off sentiment tied to portfolio rebalancing and profit-taking. The index en
APA
2025-10-03T11:43:02.000Z
https://finance.yahoo.com/news/investors-reacting-apa-apa-cutting-114302078.html
During the second quarter of 2025, APA Corporation began reducing its Permian rig count from eight to six as part of a portfolio rebalancing effort, leading to a capital expenditure forecast cut of US$130 million while maintaining steady oil production targets; the company declared a quarterly dividend of US$0.25 per share payable in November to shareholders of record as of October 22. This operational shift highlights an ongoing focus on capital efficiency and cost savings, underscoring...
AON
2025-09-03T04:17:56.000Z
https://finance.yahoo.com/news/aon-talks-return-nfp-wealth-041756300.html
(Reuters) -Aon agreed on Wednesday to sell a majority of NFP's wealth business to private equity firm Madison Dearborn Partners for $2.7 billion, as it looks to streamline its balance sheet and capital allocation priorities. Aon had acquired privately held NFP in April 2024 from Madison Dearborn in a $13 billion deal, aiming to expand in the fast-growing middle-market for insurance brokerage, wealth management and retirement advisory services. Wealth management, according to analysts, was a non-core business for Aon, which has traditionally focused on insurance brokerage and risk advisory.
APH
2025-12-03T14:08:00.000Z
https://finance.yahoo.com/news/crowdstrike-q3-earnings-beat-estimates-140800397.html
CrowdStrike Q3 Earnings Beat Estimates, Revenues Increase Y/Y CRWD beats Q3 earnings with 22% revenue growth and stronger guidance as improved customer retention and disciplined cost management support ARR and profitability.
End of preview.

Dataset Description

RFC-Bench is a research benchmark for evaluating large language models on reference-free counterfactual financial misinformation detection at the paragraph level. The dataset contains only synthetic, human-reviewed counterfactual rewrites and metadata (ticker, date, and public URL) derived from publicly accessible Yahoo Finance articles; it does not redistribute any original news content.

All data concern corporate-level financial narratives and contain no personal or sensitive information. The dataset is released for academic research only and must not be used for investment advice, real-world financial communication, or commercial purposes.

The release includes a main benchmark (1,826 instances) and a hard-case subset (122 instances).

Citation

@article{jiang2026rfcbench,
  title   = {All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection},
  author  = {Jiang, Yuechen and Liu, Zhiwei and Cao, Yupeng and He, Yueru and Xu, Ziyang and Xu, Chen and Deng, Zhiyang and Tiwari, Prayag and Chen, Xi and Lopez-Lira, Alejandro and Huang, Jimin and Tsujii, Junichi and Ananiadou, Sophia},
  journal = {arXiv},
  year    = {2026},
  eprint  = {2601.04160},
  url     = {https://arxiv.org/abs/2601.04160}
}
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Paper for CarolynJiang/RFC-Bench-Dataset