Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
English
Size:
1K - 10K
License:
Dataset Viewer
sentiment
stringclasses 3
values | sentence
stringlengths 9
308
| label
class label 3
classes |
|---|---|---|
neutral
|
The shares carry a right to dividend and other shareholder rights as from their registration with the Finnish Trade Register .
| 1neutral
|
positive
|
UPM-Kymmene has generated four consecutive quarters of positive Free Cash Flow .
| 2positive
|
positive
|
Known as Post Bank , the concept would see Fidelity Bank rolling out 75 offices in Ghana Post premises , to provide financial services to the people .
| 2positive
|
negative
|
Hobby Hall 's sales decrease 26 pct due to implementing a new information system that involved changing in the principal of posting sales .
| 0negative
|
neutral
|
The total restructuring costs are expected to be about EUR 30mn , of which EUR 13.5 mn was booked in December 2008 .
| 1neutral
|
negative
|
The company confirmed its estimate for lower revenue for the whole 2009 than the year-ago EUR 93.9 million USD 137.3 m as given in the interim report on August 5 .
| 0negative
|
neutral
|
Forest certification is a voluntary system aimed at promoting sustainable forest management in commercial forests .
| 1neutral
|
positive
|
Dubai Nokia has announced the launch of `` Comes with Music '' , its ground-breaking service which introduces a new way for people to enjoy music .
| 2positive
|
neutral
|
Three students from Universiti Sains Malaysia have won a study trip to Helsinki .
| 1neutral
|
neutral
|
The plant will be fired with a combination of spruce bark , chipped logging residues or milled peat .
| 1neutral
|
neutral
|
The phones are targeted at first time users in growth markets .
| 1neutral
|
neutral
|
The orders are part of a long-term development plan of Latvijas Finieris .
| 1neutral
|
neutral
|
`` We will continue to make it easier for users to explore services on their handsets and will work towards bringing Internet to a wider range of devices including mid and low-end devices , '' said Kallasvuo .
| 1neutral
|
neutral
|
It is part of the development of the world-class magnetite deposit at Karara , which has the known potential for over 30 million metric tons of annual processing of magnetite over its estimated 30-year life .
| 1neutral
|
neutral
|
The value of the contract is EUR 25mn .
| 1neutral
|
negative
|
The maritime administration said the ships had ignored warnings about the icy conditions .
| 0negative
|
neutral
|
Customers wave cards in front of the reader to make payments , similar to `` touch and go '' cards used in transport systems .
| 1neutral
|
neutral
|
The Costanza light , with an aluminum base and washable shade , comes in white , pistachio , orange , blue and red .
| 1neutral
|
positive
|
`` Consumers have very well received our packed fresh meat .
| 2positive
|
positive
|
`` The priority for 2009 was to strengthen the company 's balance sheet and increase cash flow , '' CEO Hannu Krook said .
| 2positive
|
neutral
|
Nordea Bank AB publ holds 6.000 Alma Media shares , representing 0.008 % of share capital and voting rights .
| 1neutral
|
negative
|
The largest restructuring is planned for Italy , where negotiations on about 40 job cuts are to be initiated today , the company noted .
| 0negative
|
neutral
|
QPR product family is fully compatible with Microsoft 's Windows 7 operating system .
| 1neutral
|
neutral
|
The value of the orders is over EUR 10mn .
| 1neutral
|
negative
|
However , the orders received during the period under review fell by 17 % quarter-on-quarter from the EUR 213 million recorded in the second quarter of 2010 .
| 0negative
|
negative
|
The air traffic of Finland has been in stoppage since then .
| 0negative
|
neutral
|
Aspo 's Group structure and business operations are continually developed without any predefined schedules .
| 1neutral
|
positive
|
Previously the company has estimated its operating profit to reach the level of 2005 only .
| 2positive
|
positive
|
`` BasWare 's product sales grew strongly in the financial period , by 24 percent .
| 2positive
|
positive
|
In contrast , the company 's net loss for the third quarter of 2009 contracted to EUR 76 million from EUR 256 million for the corresponding period a year ago .
| 2positive
|
positive
|
The actions are expected to deliver annual cost savings of some EUR15-20m .
| 2positive
|
neutral
|
This implementation will upgrade the existing system , enabling voicemail and video mail to be housed on the same platform .
| 1neutral
|
negative
|
Also the city 's insurance company , If P & C Insurance , has said it will not pay compensation .
| 0negative
|
positive
|
The company said that it will supply the WCDMA 3G-HSPA radio network , including the modular , high capacity Nokia Flexi WCDMA base station in East Java , Bali , Sumatra and Batam .
| 2positive
|
neutral
|
Aviation Systems Maintenance is based in Kansas and generated net sales of USD 2.6 million for 2008 .
| 1neutral
|
positive
|
Net income from life insurance doubled to EUR 6.8 mn from EUR 3.2 mn , and net income from non-life insurance rose to EUR 5.2 mn from EUR 1.5 mn in the corresponding period in 2009 .
| 2positive
|
neutral
|
Votorantim Celulose e Papel ( VCP ) is part of the Votorantim Group , a major Brazilian conglomerate .
| 1neutral
|
neutral
|
`` EB Tough VoIP was designed to fulfill the communications needs of military units , and we continue to strive towards achieving that goal , '' Mikko Viitaniemi , EB Elektrobit Defense Products , Wireless Solutions senior manager , said in a statement .
| 1neutral
|
neutral
|
The sale will be finalized in September or October , the company said .
| 1neutral
|
neutral
|
As a condition to the deal , Savcor Alfa has to have bought Photonium and Akseli Lahtinen Inc. 's business operations prior to the deal .
| 1neutral
|
neutral
|
The solution will be installed in the USA to support the North American operations of the customer .
| 1neutral
|
negative
|
The sale will result in a capital loss of EUR5m for Solidium , which obtained Tikkurila shares in March 2010 .
| 0negative
|
neutral
|
Mr. Mikko Saavalainen , head of Comptel 's Global Sales concludes : `` Gibtelecom provides a perfect illustration of the variety of business , technical and regulatory challenges operators are facing in their OSS today .
| 1neutral
|
neutral
|
The Finnish textiles and clothing company Marimekko Corporation ( OMX Helsinki : MMO1V ) reported on Wednesday ( 5 November ) an operating profit of EUR8 .1 m on net sales of EUR59m for the period from January to September 2008 .
| 1neutral
|
negative
|
The number of salaried employees and group administration employees to be dismissed from the Sievi units is 17 .
| 0negative
|
neutral
|
YIT Kausta will build commercial and residential highrises in Virsuliskes area .
| 1neutral
|
neutral
|
The invention carries International Patent Publication No. .
| 1neutral
|
neutral
|
The total value of the contract is some EUR 8 million .
| 1neutral
|
neutral
|
Temporary layoffs in these units have already started .
| 1neutral
|
positive
|
Revenue from July to September grew 21 percent to EURO 2.3 billion , the Finnish company said Thursday .
| 2positive
|
positive
|
`` Lidskoe Pivo 's investment program foresees the integrated modernization of production , updating transport and logistics infrastructure and developing new marketing instruments , '' Mikshis said .
| 2positive
|
neutral
|
GenVec is a biopharmaceutical company developing novel therapeutic drugs and vaccines .
| 1neutral
|
positive
|
In addition , Cramo and Peab have signed exclusive five-year rental agreements in Finland and have extended their existing rental agreements in the Swedish market for another five years .
| 2positive
|
neutral
|
An international conference call and audio webcast concerning the financial result January-March 2010 will begin at 14.00 EET .
| 1neutral
|
neutral
|
Panostaja is a financially secure Finnish multi-field corporation that creates healthy companies and company entities .
| 1neutral
|
neutral
|
Panostaja Oyj 's Board also decided at its organisational meeting held upon completion of the AGM to implement the AGM decision concerning Board member fees paid as shares in such a way that shares are transferred on a quarterly basis on the date following publication of the quarterly-annual report .
| 1neutral
|
neutral
|
The Americas represents 25 % of Gemalto 's billing , and Latin America is one of the fastest growing regions for the company .
| 1neutral
|
neutral
|
Elisa Corporation will disclose its financial statements for 2006 on Thursday , 8 February 2007 .
| 1neutral
|
neutral
|
Altogether 150 subjects with mildly elevated cholesterol levels participated in the four-month long intervention .
| 1neutral
|
neutral
|
Honkarakenne Oyj - a world-leading manufacturer of genuine wooden homes - will be sponsoring Finnish crosscountry skier Virpi Kuitunen for the next three years .
| 1neutral
|
neutral
|
The potential acquirer is Cencorp Corporation which is a related entity to SAV owing to each of SAV and Cencorp being a subsidiary of the Finnish Savcor Group Oy .
| 1neutral
|
positive
|
The company expects its net sales in 2008 to increase 5-10 % from 2007 .
| 2positive
|
positive
|
More than 200 volunteers from Fiskars , the garden tool company , Home Depot ( NYSE : HD ) , the city of Baltimore and the neighborhood are working right now to create a garden sanctuary - in a single day .
| 2positive
|
neutral
|
An of the invention , released by the Patent Office , said : `` A non-coherent search matrix is formed of said correlation function matrix .
| 1neutral
|
neutral
|
The share sale , to foreign and Finnish investors , is expected to raise some euro300 million ( US$ 380 million ) .
| 1neutral
|
positive
|
The pretax profit of the group 's life insurance business increased to EUR 36 million from EUR 27 million .
| 2positive
|
neutral
|
An appeal concerning the project has been lodged at the Czech Ministry of the Environment .
| 1neutral
|
positive
|
This is Done Logistics ' largest order in Norway , the diversified group said .
| 2positive
|
neutral
|
Incap Contract Manufacturing Services Pvt Ltd , a subsidiary of Incap Corporation of Finland , is acquiring the manufacturing unit of the TVS Electronic Ltd at Tumkur , near Bangalore , for Rs40 crore .
| 1neutral
|
negative
|
Currently , the company foresees its pre-tax profit to remain below the 2009 level when it reached EUR 700,000 USD 934,000 , compared with previous projections of a slightly better pre-tax profit .
| 0negative
|
negative
|
Sales in Finland decreased by 10.5 % in January , while sales outside Finland dropped by 17 % .
| 0negative
|
positive
|
( ADPnews ) - Nov 9 , 2009 - Four companies have agreed to buy for a combined SEK 5.9 billion ( USD 854m-EUR 571.8 m ) all drug stores offered for sale as part of the restructuring of Swedish stated-owned pharmacy monopoly Apoteket AB , t
| 2positive
|
positive
|
The divestment of Raisio 's margarine business in May 2009 gave the company a clearer focus on grain-based products .
| 2positive
|
neutral
|
ALEXANDRIA , Va. , March 28 -- Pertti Salmi and Hanna Vuolteenaho , both of Oulu , Finland , and Sami Viitasaari of Ii , Finland , have developed an ornamental design for a handset , the U.S. Patent & Trademark Office announced .
| 1neutral
|
positive
|
The total area of the Gorelovo plant is about 22,000 sq m. Atria invested about EURO 70mn in the plant , which should double Atria Russia 's production capacity in the St Petersburg area .
| 2positive
|
positive
|
The bank sees a potential for Getinge share to rise .
| 2positive
|
neutral
|
Both Mr Walden and Mr Ignatius will be responsible also for the newspapers ' business result .
| 1neutral
|
neutral
|
Laavainen said Benecol was well known in Europe and the US , where it had been in the market for 15 years .
| 1neutral
|
positive
|
The estimated synergy benefits are at least EUR7m annually .
| 2positive
|
positive
|
The economic occupancy rate of Sponda 's property portfolio rose to 91.2 % from 88.8 % in 2006 .
| 2positive
|
positive
|
Recovery has been evident in the liquid handling business , particularly in areas outside Europe and primarily in North America and Asia .
| 2positive
|
neutral
|
RK Group , headquartered in Vantaa , Finland , is one of Europe 's leading machinery rental services .
| 1neutral
|
positive
|
mn , and pretax profit to EUR 46.4 mn from EUR 35.8 mn in the third quarter of 2006 .
| 2positive
|
positive
|
Lifetree was founded in 2000 , and its revenues have risen on an average by 40 % with margins in late 30s .
| 2positive
|
neutral
|
Bertrand Sciard has been the vice chairman of the board of directors of Aldata Solution since April 2007 .
| 1neutral
|
positive
|
Earnings per share EPS are seen at EUR 0.56 , up from EUR 0.38 .
| 2positive
|
positive
|
Clothing chain Sepp+Æl+Æ 's net sales increased by 7.0 % to EUR 30.8 mn .
| 2positive
|
neutral
|
The company specialises in temporary electrification and heating at construction sites .
| 1neutral
|
neutral
|
AHMS will also offer Hotel and Hotel Project Consultancy , Management Services , Brand Franchise , Training and Sales and Marketing services on a pan-India basis .
| 1neutral
|
neutral
|
Scanfil plc is a global contract manufacturer and systems supplier for communication and industrial electronics .
| 1neutral
|
neutral
|
Construction work on the Helsinki Music Centre is to start this autumn , with the total cost of the project estimated at 140 million euros .
| 1neutral
|
positive
|
`` QPR 8 integrated management system is the fastest , easiest and most efficient way for organizations all around the world to take control of their human-centric business processes .
| 2positive
|
positive
|
Savon koulutuskuntayhtyma , Finland based company has awarded contract for specialist agricultural or forestry machinery .
| 2positive
|
positive
|
Nevertheless , its market share rose to 49.14 percent from 48.51 percent a year earlier .
| 2positive
|
neutral
|
The ground barleycorn has been fully produced in Finland and will be available in stores as of the beginning of 2010 .
| 1neutral
|
neutral
|
In the spring 2006 , a total of 386,530 Stock Options 2002 B were annulled .
| 1neutral
|
neutral
|
The Estonian parliament was set to vote on amendments to the excise duty law on Wednesday that would add 0.42 kroons to the price of a liter of diesel and 0.45 kroons to the price of a liter of gasoline from the start of 2010 .
| 1neutral
|
positive
|
In January-September 2007 , Finnlines ' net sales rose to EUR 505.4 mn from EUR 473.5 mn in the corresponding period in 2006 .
| 2positive
|
neutral
|
Honka 's subsidiaries in France and Germany will also benefit by , for example , arranging customer events in conjunction with World Cup skiing competitions .
| 1neutral
|
neutral
|
---------------------------------------------------------------------- -------------- Munich , 14 January 2008 : BAVARIA Industriekapital AG closed the acquisition of Elcoteq Communications Technology GmbH in Offenburg , Germany , with the approval of the
| 1neutral
|
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in Data Studio
Dataset Card for Financial PhraseBank
Dataset Description
Repository: [Link to the source, e.g., on Kaggle or original paper's site] Paper: Good debt or bad debt: Detecting semantic orientations in economic texts
This dataset (FinancialPhraseBank) contains the sentiments for 4846 financial news headlines from the perspective of a retail investor. The dataset is labeled with "negative", "neutral", or "positive" sentiments.
Content
The dataset contains two columns:
sentiment: The sentiment label (negative, neutral, or positive).sentence: The news headline text.
Intended Uses
This dataset is primarily intended for training and evaluating sentiment analysis models, specifically in the financial domain. It can be used for:
- Supervised fine-tuning of language models.
- Benchmarking text classification models.
- Research into financial text semantics.
Acknowledgements
This dataset was created by the authors of the following paper. Please cite them if you use this dataset in your work:
@article{Malo2014GoodDO,
title={Good debt or bad debt: Detecting semantic orientations in economic texts},
author={Pekka Malo and Ankur Sinha and Pekka Korhonen and Jyrki Wallenius and Pasi Takala},
journal={Journal of the Association for Information Science and Technology},
year={2014},
volume={65},
pages={782-796}
}
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