100+ datasets found
  1. Global Markets News Coverage

    • lseg.com
    Updated Nov 25, 2024
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    LSEG (2024). Global Markets News Coverage [Dataset]. https://www.lseg.com/en/data-analytics/financial-data/financial-news-coverage/global-market-news-coverage
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    html,json,pdf,text,user interfaceAvailable download formats
    Dataset updated
    Nov 25, 2024
    Dataset provided by
    London Stock Exchange Grouphttp://www.londonstockexchangegroup.com/
    Authors
    LSEG
    License

    https://www.lseg.com/en/policies/website-disclaimerhttps://www.lseg.com/en/policies/website-disclaimer

    Description

    Get access to leading financial market news coverage including exclusive access to Reuters news as well as 10,500 additional news sources and feeds.

  2. S

    Crude Oil Stock Market News

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). Crude Oil Stock Market News [Dataset]. https://www.indexbox.io/search/crude-oil-stock-market-news/
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    docx, xls, xlsx, doc, pdfAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Jul 7, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Crude oil stock market news is crucial for investors, traders, and industries dependent on oil prices. Factors such as OPEC decisions, global economic trends, geopolitical events, and market speculation influence crude oil prices. Financial news outlets and specialized publications report regular updates on crude oil prices and other relevant factors affecting the market.

  3. d

    Live Briefs PRO Global Markets

    • datarade.ai
    .xml
    Updated Mar 9, 2022
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    MT Newswires (2022). Live Briefs PRO Global Markets [Dataset]. https://datarade.ai/data-products/live-briefs-pro-global-markets-mt-newswires
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    .xmlAvailable download formats
    Dataset updated
    Mar 9, 2022
    Dataset authored and provided by
    MT Newswires
    Area covered
    Australia, United States of America, Sweden, Malaysia, Pakistan, China, Germany, Austria, Spain, New Zealand
    Description

    MT Newswires offers premium intra-day global markets commentary and breaking news on a wide range of economic, equity, fixed income, energy commodity and FX markets, covering the US, Canada, Europe, and Asia with a focus on the most widely followed securities and events in developed markets and economies. Reports are designed to give the reader a quick and precise picture of the data, while analysts highlight both the immediate impact on the markets as well as the longer run implications for the economy and central bank policy. The Live Briefs Global Markets service is designed to keep a broad range of market participants and wealth managers alerted to market moving events around the globe. o 160 categories of original, real time multi-asset class coverage of equities, treasuries, commodities, options, ETFs and economies throughout the trading and business day; o Global Equities -Significant events affecting individual public companies in Europe, North America and Asia; o Global Economic news and market summaries; o Sector summaries (pre-market, mid-day and closing); o Forex commentary covering the major global currencies; o Energy and precious metal news and daily summaries; o Top News updates throughout each business day; o Earnings estimate changes; o Analyst rating changes; o After Hours and Pre-Market news, trading activity and technical price levels indications; o Market Chatter & Street Color– real time market moving insights from traders and investment professionals globally; o ETF Power Play- Daily trends in ETF trading activity; o Insider Trends – Notable individual and sector related insider trading activity; o Zero noise: Only premium, original news and event analysis. Never any fillers (press releases, non-market related news, etc.)

  4. S

    Stock Market News Today Oil

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). Stock Market News Today Oil [Dataset]. https://www.indexbox.io/search/stock-market-news-today-oil/
    Explore at:
    pdf, xlsx, docx, xls, docAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Jul 7, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Oil prices dropped today due to concerns over the economic impact of the COVID-19 pandemic and the increase in oil supply. However, the approval of vaccines and discussions of production cuts provide some hope for a potential recovery in the future.

  5. Global Newspaper Publishing - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Aug 25, 2024
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    IBISWorld (2024). Global Newspaper Publishing - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/global/market-research-reports/global-newspaper-publishing-industry/
    Explore at:
    Dataset updated
    Aug 25, 2024
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2014 - 2029
    Description

    Global newspaper publishers are highly susceptive to macroeconomic trends, as consumers tend to reduce subscriptions during volatile periods, and advertisers tend to withdraw or limit spending when times are uncertain. Still, regardless of economic performance, global newspaper publishers have experienced a decades-long, steady downward spiral as consumers increasingly obtain news from other media outlets. Traditional newspapers, facing significant readership declines, have watched consumers pivot to digital platforms for their news consumption. The rise of social media, streaming and other online formats increasingly relegates print newspapers to the sidelines. Despite some publishers enhancing their online presence, monetizing digital readers still lags behind the revenue generated by print circulation. As a result, over the past five years, revenue has been declining at a CAGR of 3.8% and is expected to reach $84.6 billion in 2024, when revenue is estimated to drop 3.6%. Digital adoption has been a lifeline for those quick to embrace it, though it's done little to fully compensate for the losses in print subscriptions. Subscription-based models and the introduction of e-papers have become widespread, yet they haven't been the panacea many hoped for. As more consumers flock to free news sources, publishers have sought various means to attract subscribers. Most often, publishers offer limited discounted rates for online platforms as more consumers are interested in digital subscriptions. However, retaining subscribers past the date of the discounted rate is complex, and many newspapers lose customers during this period. Furthermore, the climb in discounted rates and lower advertising fees due to lower readership puts greater pressure on profit. With few cost-cutting measures left, some newspaper publishers are forgoing print circulation altogether and entering the sphere of online-only publications. Overall industry profit has eroded as waning demand combined with low-cost alternatives drove down prices. Over the next five years, global newspaper publishing will continue to deteriorate as online options proliferate and more of the public reduces reading habits, weakening circulation. With many consumers already accustomed to obtaining news for free through various outlets, few will find a reason to begin paying for subscriptions. As readership continues to contract, publishers will experience greater difficulty courting advertisers and will be forced to reduce rates further. Ultimately, revenue will drop at a CAGR of 2.9% over the next five years, reaching an estimated $72.8 billion in 2029.

  6. t

    News Syndicates Global Market Report 2025

    • thebusinessresearchcompany.com
    pdf,excel,csv,ppt
    Updated Jan 9, 2025
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    The Business Research Company (2025). News Syndicates Global Market Report 2025 [Dataset]. https://www.thebusinessresearchcompany.com/report/news-syndicates-global-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 9, 2025
    Dataset authored and provided by
    The Business Research Company
    License

    https://www.thebusinessresearchcompany.com/privacy-policyhttps://www.thebusinessresearchcompany.com/privacy-policy

    Description

    Global News Syndicates market size is expected to reach $18.71 billion by 2029 at 4%, surging internet news subscriptions fueling growth in the news syndicates market

  7. Financial Datasets

    • brightdata.com
    .json, .csv, .xlsx
    Updated Dec 5, 2023
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    Bright Data (2023). Financial Datasets [Dataset]. https://brightdata.com/products/datasets/news/financial
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    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    Dec 5, 2023
    Dataset authored and provided by
    Bright Datahttps://brightdata.com/
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide
    Description

    Stay informed with our comprehensive Financial News Dataset, designed for investors, analysts, and businesses to track market trends, monitor financial events, and make data-driven decisions.

    Dataset Features

    Financial News Articles: Access structured financial news data, including headlines, summaries, full articles, publication dates, and source details. Market & Economic Indicators: Track financial reports, stock market updates, economic forecasts, and corporate earnings announcements. Sentiment & Trend Analysis: Analyze news sentiment, categorize articles by financial topics, and monitor emerging trends in global markets. Historical & Real-Time Data: Retrieve historical financial news archives or access continuously updated feeds for real-time insights.

    Customizable Subsets for Specific Needs Our Financial News Dataset is fully customizable, allowing you to filter data based on publication date, region, financial topics, sentiment, or specific news sources. Whether you need broad coverage for market research or focused data for investment analysis, we tailor the dataset to your needs.

    Popular Use Cases

    Investment Strategy & Risk Management: Monitor financial news to assess market risks, identify investment opportunities, and optimize trading strategies. Market & Competitive Intelligence: Track industry trends, competitor financial performance, and economic developments. AI & Machine Learning Training: Use structured financial news data to train AI models for sentiment analysis, stock prediction, and automated trading. Regulatory & Compliance Monitoring: Stay updated on financial regulations, policy changes, and corporate governance news. Economic Research & Forecasting: Analyze financial news trends to predict economic shifts and market movements.

    Whether you're tracking stock market trends, analyzing financial sentiment, or training AI models, our Financial News Dataset provides the structured data you need. Get started today and customize your dataset to fit your business objectives.

  8. s

    Global News and Magazines App Market Size, Share, Growth Analysis, By...

    • skyquestt.com
    Updated Mar 6, 2025
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    SkyQuest Technology (2025). Global News and Magazines App Market Size, Share, Growth Analysis, By Type(News App, and Magazines App), By Platform(iOS, and Android) - Industry Forecast 2023-2030 [Dataset]. https://www.skyquestt.com/report/news-and-magazines-app-market
    Explore at:
    Dataset updated
    Mar 6, 2025
    Dataset authored and provided by
    SkyQuest Technology
    License

    https://www.skyquestt.com/privacy/https://www.skyquestt.com/privacy/

    Time period covered
    2023 - 2030
    Area covered
    Global
    Description

    News and Magazines App Market size was valued at USD 1.20 billion in 2021 and is poised to grow from USD 2.15 billion in 2022 to USD 4.55 billion by 2030, growing at a CAGR of 11.2%

  9. t

    Mobile News Apps Global Market Report 2025

    • thebusinessresearchcompany.com
    pdf,excel,csv,ppt
    Updated Mar 25, 2025
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    The Business Research Company (2025). Mobile News Apps Global Market Report 2025 [Dataset]. https://www.thebusinessresearchcompany.com/report/mobile-news-apps-global-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Mar 25, 2025
    Dataset authored and provided by
    The Business Research Company
    License

    https://www.thebusinessresearchcompany.com/privacy-policyhttps://www.thebusinessresearchcompany.com/privacy-policy

    Description

    Global Mobile News Apps market size is expected to reach $22.29 billion by 2029 at 9.5%, growing preference for digital media propels market growth due to enhanced convenience and personalization

  10. Online News Platform Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Online News Platform Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/online-news-platform-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Online News Platform Market Outlook



    The global online news platform market size is projected to grow significantly from USD 12.5 billion in 2023 to an estimated USD 25.8 billion by 2032, reflecting a compelling CAGR of 8.4% during the forecast period. This remarkable growth can be attributed to the increasing penetration of the internet and smartphones, changes in consumer preferences towards digital news consumption, and the evolution of content delivery technologies.



    One of the primary growth factors driving the online news platform market is the widespread adoption of digital devices such as smartphones, tablets, and laptops. With the advent of 4G and 5G technologies, high-speed internet connectivity has become more accessible, enabling users to consume news content on-the-go. This shift from traditional print media to digital platforms has been accelerated by the convenience and immediacy offered by online news platforms, which provide real-time updates and a diverse range of news sources. Additionally, the prevalence of social media platforms has further amplified the reach and engagement of online news content.



    Another significant growth driver is the changing consumer behavior and preferences towards personalized content. Modern consumers seek curated news experiences tailored to their interests and preferences, which online news platforms can effectively deliver through advanced algorithms and artificial intelligence (AI). The ability to offer customized news feeds, push notifications, and interactive multimedia content has enhanced user engagement and loyalty, encouraging more consumers to transition to online news platforms. Moreover, the integration of multimedia elements such as videos, infographics, and interactive polls has enriched the news consumption experience, making it more engaging and informative.



    The monetization strategies employed by online news platforms also play a crucial role in market growth. The rise of subscription-based models, advertisement-based revenue streams, and hybrid approaches have diversified the revenue potential for online news providers. Subscription-based models offer premium, ad-free content, and exclusive features to paying subscribers, while advertisement-based platforms leverage targeted advertising to generate revenue. The hybrid model combines elements of both, providing a balanced approach to monetization. This flexibility in revenue generation allows online news platforms to cater to a wider audience and sustain their operations efficiently.



    Digital Newspaper Publishing has become a cornerstone of the modern news landscape, transforming how news is created, distributed, and consumed. As traditional print newspapers face declining circulation, many have embraced digital platforms to reach wider audiences and remain relevant in the digital age. This shift has enabled newspapers to offer interactive content, real-time updates, and multimedia storytelling, enhancing the reader experience. Moreover, digital newspaper publishing allows for greater flexibility in content delivery, with the ability to tailor news to specific audiences through data analytics and user preferences. The transition to digital has also opened up new revenue streams, such as digital subscriptions and targeted advertising, providing financial sustainability for news organizations.



    Regionally, the online news platform market exhibits varied growth trends. North America and Europe are expected to maintain significant market shares due to high internet penetration rates and a well-established digital infrastructure. However, the Asia Pacific region is anticipated to experience the fastest growth, driven by the rapid increase in internet users, smartphone adoption, and the expansion of digital literacy. Emerging economies in Latin America, the Middle East, and Africa are also poised for considerable growth as internet accessibility and digital awareness improve.



    Type Analysis



    The online news platform market by type is segmented into subscription-based, advertisement-based, and hybrid models. Subscription-based platforms have gained significant traction due to their ability to provide premium, ad-free content and exclusive features to paying customers. This model ensures a steady revenue stream and fosters a loyal customer base, as consumers are willing to pay for high-quality, reliable news. Furthermore, subscription-based platforms often offer in-depth analyses, expert opinions, and investigative journalism, catering to

  11. N

    News Aggregator Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 15, 2025
    + more versions
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    Archive Market Research (2025). News Aggregator Report [Dataset]. https://www.archivemarketresearch.com/reports/news-aggregator-59432
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Mar 15, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global news aggregator market is experiencing robust growth, driven by increasing smartphone penetration, the rising demand for personalized news consumption, and the proliferation of diverse news sources. The market, estimated at $15 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033, reaching an estimated value of $45 billion by 2033. This expansion is fueled by several key trends: the increasing adoption of AI-powered news personalization features, the rise of subscription models offering premium content and ad-free experiences, and the growing integration of news aggregation services within social media platforms and other digital ecosystems. The market segmentation shows strong demand across both enterprise and personal applications, with significant growth anticipated in international news aggregation due to expanding internet access and a globalized information landscape. While challenges exist, such as misinformation concerns and the need for robust content moderation, the overall market outlook remains positive, driven by ongoing technological advancements and the sustained desire for convenient and curated news access. The market is segmented by news type (local, regional, international) and application (enterprise, personal). The enterprise segment is primarily driven by businesses needing efficient monitoring of industry-specific news, while the personal segment benefits from the convenience of curated feeds tailored to individual preferences. North America and Europe currently hold significant market shares, but rapid growth is projected in Asia-Pacific driven by rising internet and smartphone usage. Key players like Google News, Apple News, and other established aggregators are competing intensely, while smaller players focus on niche segments and specialized features. The market's growth is also influenced by evolving regulatory landscapes concerning data privacy and the ongoing battle against misinformation, necessitating continuous innovation and adaptation within the industry.

  12. Size of the global online trading market 2020, with forecasts up until 2026

    • statista.com
    Updated Jun 25, 2025
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    Statista (2025). Size of the global online trading market 2020, with forecasts up until 2026 [Dataset]. https://www.statista.com/statistics/1260026/forecast-global-online-trading-platform-market/
    Explore at:
    Dataset updated
    Jun 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Worldwide
    Description

    It is forecast that the global online trading market will increase at a global compound annual growth rate of *** percent per year, increasing to an estimated **** billion U.S. dollars in 2026. This is from a base of around ***** billion U.S. dollars in 2022. Following the coronavirus pandemic beginning in 2020, online trading activity increased among millennial investors. Many online brokers, including Robinhood, experienced notable growth in the number of platform users from the second quarter of 2020 through to 2021. A low-cost business model, paired with technological integration and social media promotion were contributing factors to the popularity of online trading. What is an online trading platform? The online trading market is typically accessed through an online market broker, providing a platform for users to track market prices and execute buy and sell orders on financial securities. The user typically holds their portfolio through an online broker. The number of monthly downloads for leading online trading apps spiked in early 2021. While this was influenced by media attention to popular news stories such as the increase in the price of GameStop shares, online trading is expected to continue as an alternative to traditional investment methods. Factors driving online trading The integration of technology has improved investing activities. From a global survey, most respondents stated technology made investing easier, cheaper, and more efficient. The use of technology allowed information such as real-time data, industry and firm reports, and trading notifications to be more accessible directly to the investor. Online platforms had experienced an increase in the number of trades placed per day, in 2019, interactive brokers had an average of 1,380 trades placed per day. This number steadily increased to 3,905 trades per day in 2021. Technological integration allowed trading via online platforms to be an alternative to traditional methods of relying on an in-person full-service broker.

  13. T

    China Shanghai Composite Stock Market Index Data

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jun 12, 2025
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    TRADING ECONOMICS (2025). China Shanghai Composite Stock Market Index Data [Dataset]. https://tradingeconomics.com/china/stock-market
    Explore at:
    xml, csv, excel, jsonAvailable download formats
    Dataset updated
    Jun 12, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 19, 1990 - Jul 11, 2025
    Area covered
    China
    Description

    China's main stock market index, the SHANGHAI, rose to 3510 points on July 11, 2025, gaining 0.01% from the previous session. Over the past month, the index has climbed 3.16% and is up 18.14% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from China. China Shanghai Composite Stock Market Index - values, historical data, forecasts and news - updated on July of 2025.

  14. T

    WiseTech Global | WTC - Market Capitalization

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 18, 2021
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    TRADING ECONOMICS (2021). WiseTech Global | WTC - Market Capitalization [Dataset]. https://tradingeconomics.com/wtc:au:market-capitalization
    Explore at:
    json, csv, xml, excelAvailable download formats
    Dataset updated
    Mar 18, 2021
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2000 - Jul 13, 2025
    Area covered
    Australia
    Description

    WiseTech Global reported AUD37.4B in Market Capitalization this July of 2025, considering the latest stock price and the number of outstanding shares.Data for WiseTech Global | WTC - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last July in 2025.

  15. c

    Complete News Data Extracted from CNBC in JSON Format: Covering Business,...

    • crawlfeeds.com
    json, zip
    Updated Jul 6, 2025
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    Crawl Feeds (2025). Complete News Data Extracted from CNBC in JSON Format: Covering Business, Finance, Technology, and Global Trends for Europe, US, and UK Audiences [Dataset]. https://crawlfeeds.com/datasets/complete-news-data-extracted-from-cnbc-in-json-format-covering-business-finance-technology-and-global-trends-for-europe-us-and-uk-audiences
    Explore at:
    zip, jsonAvailable download formats
    Dataset updated
    Jul 6, 2025
    Dataset authored and provided by
    Crawl Feeds
    License

    https://crawlfeeds.com/privacy_policyhttps://crawlfeeds.com/privacy_policy

    Area covered
    United Kingdom, United States
    Description

    We have successfully extracted a comprehensive news dataset from CNBC, covering not only financial updates but also an extensive range of news categories relevant to diverse audiences in Europe, the US, and the UK. This dataset includes over 500,000 records, meticulously structured in JSON format for seamless integration and analysis.

    Diverse News Segments for In-Depth Analysis

    This extensive extraction spans multiple segments, such as:

    • Business and Market Analysis: Stay updated on major companies, mergers, and acquisitions.
    • Technology and Innovation: Explore developments in AI, cybersecurity, and digital transformation.
    • Economic Forecasts: Access insights into GDP, employment rates, inflation, and other economic indicators.
    • Geopolitical Developments: Understand the impact of political events and global trade dynamics on markets.
    • Personal Finance: Learn about saving strategies, investment tips, and real estate trends.

    Each record in the dataset is enriched with metadata tags, enabling precise filtering by region, sector, topic, and publication date.

    Why Choose This Dataset?

    The comprehensive news dataset provides real-time insights into global developments, corporate strategies, leadership changes, and sector-specific trends. Designed for media analysts, research firms, and businesses, it empowers users to perform:

    • Trend Analysis
    • Sentiment Analysis
    • Predictive Modeling

    Additionally, the JSON format ensures easy integration with analytics platforms for advanced processing.

    Access More News Datasets

    Looking for a rich repository of structured news data? Visit our news dataset collection to explore additional offerings tailored to your analysis needs.

    Sample Dataset Available

    To get a preview, check out the CSV sample of the CNBC economy articles dataset.

  16. P

    FinSen Dataset

    • paperswithcode.com
    Updated Aug 1, 2024
    + more versions
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    (2024). FinSen Dataset [Dataset]. https://paperswithcode.com/dataset/finsen
    Explore at:
    Dataset updated
    Aug 1, 2024
    Description

    Enhancing Financial Market Predictions: Causality-Driven Feature Selection This paper introduces FinSen dataset that revolutionizes financial market analysis by integrating economic and financial news articles from 197 countries with stock market data. The dataset’s extensive coverage spans 15 years from 2007 to 2023 with temporal information, offering a rich, global perspective 160,000 records on financial market news. Our study leverages causally validated sentiment scores and LSTM models to enhance market forecast accuracy and reliability.

    Our FinSen Dataset

    This repository contains the dataset for Enhancing Financial Market Predictions: Causality-Driven Feature Selection, which has been accepted in ADMA 2024.

    If the dataset or the paper has been useful in your research, please add a citation to our work:

    @article{liang2024enhancing, title={Enhancing Financial Market Predictions: Causality-Driven Feature Selection}, author={Liang, Wenhao and Li, Zhengyang and Chen, Weitong}, journal={arXiv e-prints}, pages={arXiv--2408}, year={2024} }

    Datasets [FinSen] can be downloaded manually from the repository as csv file. Sentiment and its score are generated by FinBert model from the Hugging Face Transformers library under the identifier "ProsusAI/finbert". (Araci, Dogu. "Finbert: Financial sentiment analysis with pre-trained language models." arXiv preprint arXiv:1908.10063 (2019).)

    We only provide US for research purpose usage, please contact w.liang@adelaide.edu.au for other countries (total 197 included) if necessary.

    We also provide other NLP datasets for text classification tasks here, please cite them correspondingly once you used them in your research if any.

    20Newsgroups. Joachims, T., et al.: A probabilistic analysis of the rocchio algorithm with tfidf for text categorization. In: ICML. vol. 97, pp. 143–151. Citeseer (1997) AG News. Zhang, X., Zhao, J., LeCun, Y.: Character-level convolutional networks for text classification. Advances in neural information processing systems 28 (2015) Financial PhraseBank. Malo, P., Sinha, A., Korhonen, P., Wallenius, J., Takala, P.: Good debt or bad debt: Detecting semantic orientations in economic texts. Journal of the Association for Information Science and Technology 65(4), 782–796 (2014)

    Dataloader for FinSen We provide the preprocessing file finsen.py for our FinSen dataset under dataloaders directory for more convienient usage.

    Models - Text Classification

    DAN-3.

    Gobal Pooling CNN.

    Models - Regression Prediction

    LSTM

    Using Sentiment Score from FinSen Predict Result on S&P500 Dependencies The code is based on PyTorch under code frame of https://github.com/torrvision/focal_calibration, please cite their work if you found it is useful.

    :smiley: ☺ Happy Research !

  17. News Apps Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 23, 2024
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    Dataintelo (2024). News Apps Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-news-apps-market
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    csv, pptx, pdfAvailable download formats
    Dataset updated
    Sep 23, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    News Apps Market Outlook



    The global news apps market size was valued at approximately USD 5.2 billion in 2023 and is projected to reach USD 9.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 7.2% during the forecast period. The growth of the news apps market is driven by the increasing penetration of smartphones, the rise of digital media consumption, and the growing need for real-time information dissemination.



    One of the primary factors propelling the growth of the news apps market is the ubiquity of smartphones and mobile internet. As of 2023, over 80% of the global population owns a smartphone, and this number is only expected to rise. The convenience of accessing news on-the-go has made news apps an essential tool for staying informed. This trend is significantly bolstered by continued improvements in mobile internet infrastructure, making it easier for users to download, install, and utilize these applications efficiently, even in remote areas.



    Another significant growth driver is the shift from traditional media to digital platforms. Younger generations, in particular, are increasingly relying on digital sources for their news, bypassing traditional newspapers and TV news channels. This shift is driven by the interactive and personalized nature of news apps, which curate content based on user preferences and browsing history, providing a more tailored news consumption experience. The integration of multimedia elements such as videos, podcasts, and interactive graphics further enhances user engagement, making news apps more appealing.



    Furthermore, the demand for real-time news updates has never been higher. In a world where events unfold rapidly, consumers demand immediate access to breaking news and updates. News apps, with their push notification features, fulfill this need by providing instant alerts on important news stories. This ability to deliver real-time information directly to users' devices is a crucial factor in their growing popularity. Additionally, the rise of fake news has led to an increasing reliance on trusted news apps that provide verified and credible information.



    Regionally, North America holds a significant share of the news apps market, driven by a high smartphone penetration rate and a tech-savvy population that prefers digital news consumption. However, the Asia Pacific region is expected to show the highest growth rate during the forecast period, owing to the rapid adoption of smartphones and the expanding middle class in countries like India and China. The increasing availability of affordable mobile data plans in these regions also contributes to the market's growth.



    Operating System Analysis



    The news apps market by operating system is segmented into iOS, Android, Windows, and others. Among these, the Android segment holds the largest market share, driven by the widespread use of Android smartphones globally. Android's dominance can be attributed to its affordability and the variety of devices available at different price points. The open-source nature of Android also facilitates a larger pool of app developers, resulting in a wider range of news apps available for Android users. Furthermore, partnerships between news organizations and Android device manufacturers often lead to pre-installed news apps, increasing their accessibility and usage.



    iOS, while having a smaller market share compared to Android, still commands a significant portion of the news apps market. iOS users are known for their higher spending power and willingness to pay for premium content, making this segment lucrative for news app developers offering paid or subscription-based services. The seamless integration of news apps into the Apple ecosystem, including features like push notifications on Apple Watch and Siri integration, enhances the user experience and engagement.



    The Windows segment, although smaller, continues to cater to a niche audience. Users of Windows phones and tablets, as well as Windows desktop and laptop users, benefit from news apps that offer cross-platform synchronization and integration with other Microsoft services. While the market share for Windows in the mobile space is limited, its presence in the desktop environment provides an additional platform for news consumption, particularly in professional settings.



    Other operating systems, including those on niche or emerging devices, represent a small but growing segment. These include platforms developed by tech companies in specific regions or industries that have b

  18. T

    Japan Stock Market Index (JP225) Data

    • tradingeconomics.com
    • ko.tradingeconomics.com
    • +12more
    csv, excel, json, xml
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    TRADING ECONOMICS, Japan Stock Market Index (JP225) Data [Dataset]. https://tradingeconomics.com/japan/stock-market
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 5, 1965 - Jul 11, 2025
    Area covered
    Japan
    Description

    Japan's main stock market index, the JP225, fell to 39570 points on July 11, 2025, losing 0.19% from the previous session. Over the past month, the index has climbed 3.66%, though it remains 3.94% lower than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Japan. Japan Stock Market Index (JP225) - values, historical data, forecasts and news - updated on July of 2025.

  19. S

    Wheat Market News Today

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). Wheat Market News Today [Dataset]. https://www.indexbox.io/search/wheat-market-news-today/
    Explore at:
    docx, doc, xlsx, pdf, xlsAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Jul 12, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Today, the wheat market experienced significant developments including increased wheat production in the US, a downward revision of global wheat production forecast, lifted import restrictions on wheat by Saudi Arabia, focus on sustainable farming practices, and the impact of ongoing trade tensions between the US and China.

  20. T

    Global Equity Index - Index Price | Live Quote | Historical Chart

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Sep 16, 2019
    + more versions
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    TRADING ECONOMICS (2019). Global Equity Index - Index Price | Live Quote | Historical Chart [Dataset]. https://tradingeconomics.com/spglobal:ind
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Sep 16, 2019
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2000 - Jul 13, 2025
    Description

    Prices for Global Equity Index including live quotes, historical charts and news. Global Equity Index was last updated by Trading Economics this July 13 of 2025.

Share
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LSEG (2024). Global Markets News Coverage [Dataset]. https://www.lseg.com/en/data-analytics/financial-data/financial-news-coverage/global-market-news-coverage
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Global Markets News Coverage

Explore at:
html,json,pdf,text,user interfaceAvailable download formats
Dataset updated
Nov 25, 2024
Dataset provided by
London Stock Exchange Grouphttp://www.londonstockexchangegroup.com/
Authors
LSEG
License

https://www.lseg.com/en/policies/website-disclaimerhttps://www.lseg.com/en/policies/website-disclaimer

Description

Get access to leading financial market news coverage including exclusive access to Reuters news as well as 10,500 additional news sources and feeds.

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