Kenpache/flame
Text Classification • 0.3B • Updated • 62
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
sentiment-classification
Size:
10K - 100K
License:
sentence stringlengths 10 598 | label stringclasses 3
values | source stringclasses 88
values | language stringclasses 7
values |
|---|---|---|---|
Property Play covers new and evolving opportunities for the real estate investor, from individuals to venture capitalists, private equity funds, family offices, institutional investors and large public companies. | neutral | cnbc | en |
The costs can be so high that most experts suggest if a borrower can't shave at least 75 basis points off their current mortgage interest rate, the refinance isn't even worth it. | negative | cnbc | en |
Terms of the deal were not disclosed. | neutral | cnbc | en |
"This program grew so dramatically last year, we were operating our own closing and escrow agency, and it's a sizable one, and doing a decent job of keeping up, but, frankly, the demand was outstripping our ability to close transactions," said Max Simkoff, CEO of Doma. | positive | cnbc | en |
Following the acquisition, 85 employees from Doma will be joining Opendoor. | neutral | cnbc | en |
The war with Iran has caused mortgage rates to rise sharply and quickly. | negative | cnbc | en |
Demand is down 20% in just the past four weeks, according to the Mortgage Bankers Association. | negative | cnbc | en |
Last year, they note, mortgage rates were higher, and the program with Fannie Mae still saw enormous growth. | positive | cnbc | en |
Millions of millionaires don’t feel rich — the big problem with financial anxiety (and how to solve it quicklyMoneywise and Yahoo Finance LLC may earn commission or revenue through links in the content below. | neutral | yahoo_finance | en |
Only 36% of American adults with over $1 million in investable assets said they consider themselves “wealthy,” as found by Northwestern Mutual’s 2025 Planning and Progress Study (1). | neutral | yahoo_finance | en |
Top Picks-Thanks to Jeff Bezos, you can now become a landlord for as little as $100 — and no, you don't have to deal with tenants or fix freezers. | neutral | yahoo_finance | en |
See how to protect your nest egg from inflation before the next tax deadline with physical gold. | neutral | yahoo_finance | en |
Financial anxiety is a national epidemicA confluence of factors, including geopolitical tensions, stubbornly high inflation, and an unpredictable labor market, has left nearly all Americans feeling at least a little financially anxious. | negative | yahoo_finance | en |
Moody’s (NYSE: $MCO) has issued its first rating on a Bitcoin-backed (CRYPTO: $BTC) bond. | neutral | yahoo_finance | en |
The New Hampshire Business Finance Authority is set to issue what appears to be the first professionally rated Bitcoin-backed bond, marking yet another step toward integrating cryptocurrencies into traditional finance. | positive | yahoo_finance | en |
The bond has received a “Ba2 rating” from Moody’s, a leading U.S. credit rating agency. | positive | yahoo_finance | en |
More From Cryptoprowl:-Eightco Secures $125 Million Investment From Bitmine And ARK Invest, Shares Surge-Stanley Druckenmiller Says Stablecoins Could Reshape Global FinanceThe bond will be issued through the Business Finance Authority of the State of New Hampshire and is backed by Bitcoin held as collateral, according ... | positive | yahoo_finance | en |
Moody’s added that its rating reflects “risks associated with the transaction's collateral, structure and operation,” notably Bitcoin’s volatility. | negative | yahoo_finance | en |
Additionally, Moody’s stressed that no public funds are at risk from the Bitcoin-backed bond sale by the State of New Hampshire. | neutral | yahoo_finance | en |
Analysts say that the Ba2 rating places the bond in speculative-grade territory, but signals to markets that credit rating agencies are developing frameworks for crypto-backed assets. | neutral | yahoo_finance | en |
The deal arrives as institutions test ways to use Bitcoin beyond trading or treasury holdings. | neutral | yahoo_finance | en |
MCO stock has declined 7% over the last 12 months to trade at $436.25 U.S. per share. | negative | yahoo_finance | en |
As fuel prices continue to rise, companies indexed to higher-income customers may be best positioned to weather the elements, according to Deutsche Bank. | negative | cnbc | en |
@LCO.1 1M mountain Brent crude futures in the past month "We recognize the significant uncertainty surrounding the duration and impact from the ongoing Middle East conflict," analyst Krisztina Katai said. | negative | cnbc | en |
"Middle East revenue exposure across our coverage is limited; the bigger issue is the risk of cost pressures from higher diesel and input costs, which could add a meaningful burden to U.S. household budgets, and intensify stresses already visible across U.S. customer cohorts." | negative | cnbc | en |
The finding confirmed suspicions that as gas prices increase, lower income customers reduce their purchases, the analyst noted. | negative | cnbc | en |
She added that Sprouts Farmers Market also shows an inverse relationship to changes in gas prices, which the analyst attributed to its nature as a secondary destination. | neutral | cnbc | en |
Approximately 37% of its revenue is exposed to those parts of the world, Deutsche Bank found. | neutral | cnbc | en |
The sandals manufacturer is followed by VF Corp , Ralph Lauren and Nike , which respectively have 34%, 30% and 27% revenue exposure to EMEA, according to the firm. | positive | cnbc | en |
However, the analyst noted that most global brands are sitting on at least two quarters' worth of finished goods inventory, helping mitigate their risk of near-term margin pressures. | neutral | cnbc | en |
"Specifically, Amer Sports and Birkenstock have > 200 days of finished goods inventory on hand, closely followed by Ralph Lauren at 195," Katai said. | neutral | cnbc | en |
"Nike and Lululemon, by our calculations, have a little over a quarter worth of finished goods inventory." | negative | cnbc | en |
The chief danger at this point is that a so-far surgical war, in which both sides have been targeting mainly military assets, could widen into total war, in which the region's massive energy infrastructure along with civilian facilities would be targeted. | neutral | yahoo_finance | en |
Those leaders are: -- Chris Graja, CFA, Director of Economic Research & Senior Analyst (Consumer) -- Steve Biggar, Director of Product Strategy & Senior Analyst (Financial) -- Kevin Heal, Fixed-Income Strategist & Senior Analyst (Financial) -- | neutral | yahoo_finance | en |
Kris Ruggeri, Associate Director of Research & Senior Analyst (Industrial) -- Bill Selesky, Senior Analyst (Energy) -- John Eade, Argus President The questions and answers they supplied are below. | neutral | yahoo_finance | en |
The reduction in immigration, both illegal and legal, has slowed population growth, and increased population is typically a driver of gross domestic product (GDP) growth. | negative | yahoo_finance | en |
Amid pressures to GDP growth from tariffs and immigration, what are the risks that the oil price shock is the 'third strike,' in baseball terms, that puts the U.S. economy into slow-growth mode or even into negative GDP territory? | negative | yahoo_finance | en |
A tightening of credit conditions, an increase in weekly jobless claims towards 300,000, the 10-year Treasury yielding more than 5%, or a decline in the stock market that causes wealthier households to reduce their spending would be like removing more, and more, blocks from the tower. | negative | yahoo_finance | en |
What are some of the positives in the outlook that can keep the U.S. economy moving forward despite these new strains from the war? | neutral | yahoo_finance | en |
(That is not to say that the U.S. and its supply chain are fully insulated from fuel prices.) | neutral | yahoo_finance | en |
Computer equipment, software, and R&D added a point to 4Q GDP, carrying an economy that only grew 0.7%. | positive | yahoo_finance | en |
The Atlanta Fed's Nowcast projects that those categories will contribute three-quarters of a point to GDP growth of 2.3% in 1Q26. | positive | yahoo_finance | en |
Argus expects S&P 500 EPS to rise almost 16% in 2026 and increase by about 15% in 2027. | positive | yahoo_finance | en |
STEVE BIGGAR Question 1: What is the likelihood that higher inflation related to rising energy prices begins to impact major sources of financial sector revenue such as commercial loans, mortgages, and investment banking? | neutral | yahoo_finance | en |
After several years of below-average loan growth, lower interest rates (both from the Federal Reserve [Fed] and at the longer end of the yield curve) had begun to stimulate lending demand. | positive | yahoo_finance | en |
But the recent backup in rates, along with the uncertainty related to the Iran conflict, is likely to again put a damper on loan growth in 1Q. Fortunately for well-hedged banks, a steeper yield curve should lead to improving net interest margins and offset much of the impact from more sluggish loan demand. | negative | yahoo_finance | en |
However, the impact is likely to be broadly negative for investment banking, as struggling equity markets, higher interest rates, and boardroom uncertainty as the Iran conflicts drag on all put the much-expected rebound in deal activity in jeopardy. | negative | yahoo_finance | en |
Banks have scoured their lending exposure to private credit firms, particularly in the software industry, and not found worrisome exposures, so we do not expect noticeable credit deterioration in 1Q earnings results. | positive | yahoo_finance | en |
KEVIN HEAL Question 1: Even before the war with Iran began, the Fed was in a tough spot trying to honor its dual mandate to keep the workforce fully employed and to hold inflation near it 2% target range. | negative | yahoo_finance | en |
Despite the Fed's nearly four-year battle with inflation, the double-digit shock in energy prices has sent market rates of interest higher in anticipation of renewed inflation. | negative | yahoo_finance | en |
How will the Fed use monetary policy to balance the risks of weak jobs growth against the risks of energy-induced inflation? | neutral | yahoo_finance | en |
There's lots of chatter about a rate hike later this year due to anticipated energy-induced inflation. | negative | yahoo_finance | en |
I think that the Fed is stuck in a bit of a quandary with the dual mandate and keeping it in balance. | neutral | yahoo_finance | en |
Question 2: In past periods of stress, the Fed has used other tools beyond monetary policy, including quantitative easing and quantitative tightening, to influence the direction of interest rates. | neutral | yahoo_finance | en |
How likely is the Fed to redeploy these or other tools in the current environment? | neutral | yahoo_finance | en |
After the Fed ended its quantitative tightening program in December, reducing the balance sheet from $8.9 billion to $6.2 billion, they reinstated a form of quantitative easing. | neutral | yahoo_finance | en |
They announced that they would purchase $40 billion per month in short-term T-bills in order to keep the 'plumbing' in the short end of the Treasury curve and maintain ample reserves. | neutral | yahoo_finance | en |
Recent events in the Middle East have caused a lot of volatility, however the short end of the curve has been stable. | negative | yahoo_finance | en |
Looking forward, the Fed may raise the issuance of T-bills in order to maintain stability in the funding markets if the current war escalates or is extended for a longer period of time. | neutral | yahoo_finance | en |
I don't expect the Fed to buy longer-dated securities. | neutral | yahoo_finance | en |
KRIS RUGGERI Question 1: The Industrial sector is broad, including rails and truckers, package shipment companies, construction and agricultural machinery companies, aerospace-defense firms, diversified companies, and more. | neutral | yahoo_finance | en |
How are some of these segments being impacted by the war in Iran and the related spike in energy prices? | negative | yahoo_finance | en |
In February, in the final pre-war reading, the U.S. Manufacturing Purchasing Managers' Index climbed to 52.4, up from 51.6 in January, indicating stronger production and order growth. | positive | yahoo_finance | en |
The improvement was attributed to easing tariff pressures and growing exports and imports. | positive | yahoo_finance | en |
Should the conflict continue for any length of time, the most notable impact to Industrial segments is expected to be higher inflation. | negative | yahoo_finance | en |
As fuel and other input costs rise, we can expect lower profitability as a result. | negative | yahoo_finance | en |
While it is true that most railroads and trucking companies use fuel surcharges to mitigate these higher fuel expenses, inflation will find its way into other input costs and, over time, perhaps the most meaningful impact across the board will be lower demand. | negative | yahoo_finance | en |
Here we anticipate that the war in Iran will increase demand for missiles and other equipment expended during the conflict. | positive | yahoo_finance | en |
This segment of Industrials is relatively immune from inflation and the impacts imposed on the economy from a demand perspective. | neutral | yahoo_finance | en |
Going forward, we expect the U.S. government, the defense industry's largest customer, to demand more of these and other next-generation vehicles. | positive | yahoo_finance | en |
We see this demand resulting in a long tailwind for companies in the industry for years to come as the current administration continues to build upon its defense capabilities. | positive | yahoo_finance | en |
In normal time, the rise in oil prices would be perceived as positive for the domestic energy complex. | positive | yahoo_finance | en |
At the same time, the large international integrated and exploration and production (E&P) companies put their capital budgets in place several years in advance. | neutral | yahoo_finance | en |
What is the likelihood that U.S. oil and gas producers meaningfully step up their production ahead of schedule in response to the changed environment? | neutral | yahoo_finance | en |
The U.S. became a net exporter of crude oil (on an annual basis) in 2020, largely driven by the shale revolution (horizontal drilling and fracking), which sharply increased domestic production. | neutral | yahoo_finance | en |
Today, both integrated oil companies (IOCs) and E&P firms plan their capital spending budgets roughly 12 months in advance (down from 1-2 years in previous times), reflecting the extreme volatility of crude oil prices (and commodity prices) and the difficulty that energy companies have in planning future budgets under ... | neutral | yahoo_finance | en |
That said, we do not expect a significantly higher increase in crude oil production (or step-up) from IOCs or E&Ps compared to our original forecast (we expect 2%-3% higher production in 2026) unless the Middle East conflict becomes more problematic or longer in duration than our forecast, which we currently categorize... | neutral | yahoo_finance | en |
Question 2: With the administration anxious to roll back inflation in energy prices, the president's team has suspended the Jones Act, allowed Iranian oil at sea to proceed to market, and allowed releases from the strategic petroleum reserve. | neutral | yahoo_finance | en |
In addition, yes, wUpgrade to begin using premium research reports and get so much more. | neutral | yahoo_finance | en |
Exclusive reports, detailed company profiles, and best-in-class trade insights to take your portfolio to the next levelUpgrade | neutral | yahoo_finance | en |
Infiniti has been in a "product lull" for a while, said Stephanie Brinley, principal automotive analyst at S&P Global Mobility. | neutral | cnbc | en |
The brand touted its American ambitions with the vehicle's launch, choosing New York City's Grand Central Terminal as the site to unveil the QX65 and, as it has in the past, enlisting NFL stars Rob Gronkowski and Julian Edelman as hosts for the event. | neutral | cnbc | en |
"Hopefully they can ... turn this into a turnaround," Brinley said. | neutral | cnbc | en |
Correction: The headline on this story has been updated to reflect that Infiniti is releasing a new SUV in the U.S. | neutral | cnbc | en |
On March 27, 2026, Evercore ISI analyst Michael Binetti lowered the price target on On Holding AG (NYSE:ONON) to $45 from $58 and maintained an Outperform rating, saying the CEO’s exit “injects a new layer of uncertainty” while noting it does not change the firm’s core view. | negative | yahoo_finance | en |
On March 26, 2026, Telsey Advisory analyst Cristina Fernandez lowered the price target on On Holding AG (NYSE:ONON) to $60 from $65 and maintained an Outperform rating, citing near-term risks from the leadership transition but pointing to continued growth drivers including product innovation, store expansion, and marke... | negative | yahoo_finance | en |
If you’re looking for an extremely undervalued AI stock that also stands to benefit significantly from Trump-era tariffs and the onshoring trend, see our free report on the best short-term AI stock. | neutral | yahoo_finance | en |
READ NEXT: 33 Stocks That Should Double in 3 Years and Cathie Wood 2026 Portfolio: 10 Best Stocks to Buy. | neutral | yahoo_finance | en |
The U.S. stock market continues to be volatile due to tensions in the Middle East. | negative | cnbc | en |
Investors seeking some portfolio stability can opt for dividend-paying stocks with attractive upside potential. | neutral | cnbc | en |
Here are three dividend-paying stocks that are highlighted by Wall Street's top pros, as tracked by TipRanks, a platform that ranks analysts based on their past performance. | neutral | cnbc | en |
Diamondback EnergyIndependent oil and natural gas company Diamondback Energy (FANG) is this week's first dividend pick. | neutral | cnbc | en |
It recently paid a base cash dividend of $1.05 per share. | positive | cnbc | en |
FANG offers a dividend yield of about 2%. | positive | cnbc | en |
Recently, Goldman Sachs analyst Neil Mehta discussed the impact of ongoing commodity volatility on exploration and production companies. | neutral | cnbc | en |
Assuming Brent and WTI at $75 and $70 per barrel, respectively, and Henry Hub natural gas at $3.75/MMBtu as his 2027-2030 normalized price average, the analyst is bullish on the prospects of Ovintiv (OVV), Permian Resources (PR), Diamondback, and FANG's subsidiary Viper Energy (VNOM). | positive | cnbc | en |
Specifically, Mehta reiterated a buy rating on FANG stock with a price target of $216. | positive | cnbc | en |
The five-star analyst continues to view FANG as a compelling pick, given that the stock is trading at an attractive 12% average free cash flow yield on 2027 and 2028 estimates compared to the large-cap oil exploration and production peer average of 10%. | positive | cnbc | en |
The analyst is confident about Diamondback's ability to deliver better-than-anticipated performance in periods of strong commodity prices, supported by the company's low-cost structure and lower capital intensity than peers. | positive | cnbc | en |
With a quarterly dividend of 12 cents per share, CRGY stock offers a dividend yield of 3.5%. | positive | cnbc | en |
End of preview. Expand in Data Studio
Multilingual Financial Sentiment Dataset
A curated dataset of 39,829 financial news sentences annotated with sentiment labels (Negative / Neutral / Positive) across 7 languages, collected from 80+ financial news sources worldwide.
Dataset Summary
| Total samples | 39,829 |
| Languages | 7 (EN, ZH, JA, DE, FR, ES, AR) |
| Labels | 3 (negative, neutral, positive) |
| Format | CSV |
| Sources | 80+ financial news outlets |
Languages
| Language | Code | Samples | % of Total |
|---|---|---|---|
| Japanese | ja | 8,287 | 20.8% |
| Chinese | zh | 7,930 | 19.9% |
| Spanish | es | 7,125 | 17.9% |
| English | en | 6,887 | 17.3% |
| German | de | 5,023 | 12.6% |
| French | fr | 3,935 | 9.9% |
| Arabic | ar | 642 | 1.6% |
Label Distribution
Overall
| Label | Count | % |
|---|---|---|
| Neutral | 18,130 | 45.5% |
| Positive | 12,257 | 30.8% |
| Negative | 9,442 | 23.7% |
Per Language
| Language | Negative | Neutral | Positive |
|---|---|---|---|
| Japanese | 1,767 | 3,376 | 3,144 |
| Chinese | 1,921 | 3,126 | 2,883 |
| Spanish | 1,641 | 3,842 | 1,642 |
| English | 1,704 | 3,339 | 1,844 |
| German | 1,392 | 2,425 | 1,206 |
| French | 870 | 1,657 | 1,408 |
| Arabic | 147 | 365 | 130 |
Sources
Data was collected from major financial news outlets across all target languages:
- English: CNBC, Yahoo Finance, Fortune, Bloomberg, Reuters, Barron's, Benzinga, Seeking Alpha, Kiplinger, Business Insider, Moneycontrol, Zacks, FT
- Chinese: Sina Finance, EastMoney, 10jqka, NBD, China Securities, 163 Finance, Hexun, STCN
- Japanese: Nikkan Kogyo, Nikkei, Reuters JP, Minkabu, Asahi Business, ZUU Online, Toyo Keizai, ITmedia Business, Sankei Economy
- German: Börse.de, NTV Börse, FAZ Finanzen, Wallstreet Online, Börse Online, OnVista, Manager Magazin, Tagesschau, Handelsblatt, WiWo, Süddeutsche
- French: Boursorama, Tradingsat, BFM Business, Le Revenu, L'Expansion, Capital, Le Figaro Bourse, L'AGEFI, EasyBourse
- Spanish: Estrategias de Inversión, Expansión, El Confidencial, Cinco Días, Bloomberg Línea, Investing.es, Bolsamanía, EFE Economía, Infobae Economía, El Financiero, Portafolio, DF.cl
- Arabic: Al Khaleej Economy, Al Jazeera Economy, Sabq Economy, RT Arabic Economy, Okaz Economy, Sky News Business, Maaal, Al Arabiya Economy, CNBC Arabia
Data Format
CSV with 4 columns:
| Column | Type | Description |
|---|---|---|
sentence |
string | Financial news text |
label |
string | Sentiment: negative, neutral, or positive |
source |
string | News source identifier |
language |
string | ISO 639-1 language code |
Loading the Dataset
from datasets import load_dataset
dataset = load_dataset("Kenpache/multilingual-financial-sentiment")
df = dataset["train"].to_pandas()
# Filter by language
en_data = df[df["language"] == "en"]
# Filter by label
positive = df[df["label"] == "positive"]
Direct CSV Loading
import pandas as pd
df = pd.read_csv("hf://datasets/Kenpache/multilingual-financial-sentiment/all_languages_clean.csv")
print(df.head())
Sample Data
| sentence | label | source | language |
|---|---|---|---|
| Revenue surged 40% year-over-year, beating expectations. | positive | yahoo_finance | en |
| Die Aktie verlor nach der Gewinnwarnung deutlich an Wert. | negative | faz_finanzen | de |
| 同社の業績は前年並みで推移している。 | neutral | nikkei | ja |
| Les résultats du groupe sont conformes aux attentes. | neutral | boursorama | fr |
License & Usage
This dataset is released for academic and non-commercial research only
under fair use / text and data mining exceptions (EU DSM Directive Art. 3).
Each sample is a single short sentence (≤1-2 sentences) extracted for
sentiment classification research. Copyright of original texts remains
with their respective publishers, cited in the source field.
For commercial use, you must obtain licenses from original sources directly.
If you are a rights holder and want content removed, open an issue or
email alisterclrouli@gmail.com — we will remove within 48h.
License
Apache 2.0
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