Unlock the full potential of BBC broadcast data with our comprehensive dataset featuring transcripts, program schedules, headlines, topics, and multimedia resources. This all-in-one dataset is designed to empower media analysts, researchers, journalists, and advocacy groups with actionable insights for media analysis, transparency studies, and editorial assessments.

Dataset Features

Transcripts: Access detailed broadcast transcripts, including headlines, content, author details, and publication dates. Perfect for analyzing media framing, topic frequency, and news narratives across various programs. Program Schedules: Explore program schedules with accurate timing, show names, and related metadata to track news coverage patterns and identify trends. Topics and Keywords: Analyze categorized topics and keywords to understand content diversity, editorial focus, and recurring themes in news broadcasts. Multimedia Content: Gain access to videos, images, and related articles linked to each broadcast for a holistic understanding of the news presentation. Metadata: Includes critical data points like publication dates, last updates, content URLs, and unique IDs for easier referencing and cross-analysis.

Customizable Subsets for Specific Needs Our CNN dataset is fully customizable to match your research or analytical goals. Focus on transcripts for in-depth media framing analysis, extract multimedia for content visualization studies, or dive into program schedules for broadcast trend analysis. Tailor the dataset to ensure it aligns with your objectives for maximum efficiency and relevance.

Popular Use Cases

Media Analysis: Evaluate news framing, content diversity, and topic coverage to assess editorial direction and media focus. Transparency Studies: Analyze journalistic standards, corrections, and retractions to assess media integrity and accountability. Audience Engagement: Identify recurring topics and trends in news content to understand audience preferences and behavior. Market Analysis: Track media coverage of key industries, companies, and topics to analyze public sentiment and industry relevance. Journalistic Integrity: Use transcripts and metadata to evaluate adherence to reporting practices, fairness, and transparency in news coverage. Research and Scholarly Studies: Leverage transcripts and multimedia to support academic studies in journalism, media criticism, and political discourse analysis.

Whether you are evaluating transparency, conducting media criticism, or tracking broadcast trends, our BBC dataset provides you with the tools and insights needed for in-depth research and strategic analysis. Customize your access to focus on the most relevant data points for your unique needs.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

BBC Stock: A High-Growth Company with a Bright Future

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Comprehensive market data and analytics for PLAINS BASIC 0196 LAND MTG UNIVERSES BEYOND: DOCTOR WHO NM/M BBC TV including pricing distribution, seller metrics, and market trends.

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BCC Research Report: Dive into the in vitro diagnostics market analysis and estimates the CAGR for In vitro diagnostics technologies for the historical years 2021 and 2022.

UK Gas rose to 77.10 GBp/thm on August 20, 2025, up 0.37% from the previous day. Over the past month, UK Gas's price has fallen 3.18%, and is down 13.63% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. UK Natural Gas - values, historical data, forecasts and news - updated on August of 2025.

Brent rose to 66.90 USD/Bbl on August 20, 2025, up 1.69% from the previous day. Over the past month, Brent's price has fallen 3.33%, and is down 12.03% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Brent crude oil - values, historical data, forecasts and news - updated on August of 2025.

Comprehensive market data and analytics for THE THIRD DOCTOR 554 RARE MTG UNIVERSES BEYOND: DOCTOR WHO NM/M BBC including pricing distribution, seller metrics, and market trends.

The global news app market is experiencing robust growth, driven by increasing smartphone penetration, readily available high-speed internet, and a rising demand for personalized and on-the-go news consumption. The market, estimated at $50 billion in 2025, is projected to maintain a healthy Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $150 billion by 2033. Key growth drivers include the increasing adoption of subscription models by news publishers, offering premium content and ad-free experiences, as well as sophisticated algorithms providing personalized news feeds. Furthermore, advancements in artificial intelligence (AI) are enabling enhanced features like real-time news alerts, curated content based on user preferences, and advanced search functionalities. The market is segmented by application (subscription services and advertising) and by type (Android, iOS, web app, and others), with significant variations in revenue generation and user base across these categories. Competition is intense, with established tech giants like Apple, Google, and Microsoft vying for market share alongside specialized news providers such as The New York Times, BBC, and CNN, and emerging players leveraging social media integration and innovative content formats. Geographic distribution shows North America and Europe currently dominating the market, but significant growth potential lies within the Asia-Pacific region, driven primarily by the expanding digital landscape and increasing internet penetration in countries like India and China. Market restraints include concerns regarding data privacy and security, the spread of misinformation and “fake news,” and the evolving challenges of maintaining a sustainable revenue model in a fiercely competitive environment. The industry faces ongoing challenges in monetizing user engagement and balancing user experience with data collection practices. Future growth will likely depend on the ability of news apps to adapt to evolving user preferences, enhance their features through AI and machine learning, effectively address misinformation, and successfully navigate the complexities of data privacy regulations. The ongoing development of personalized news experiences, coupled with innovative subscription models and strategic partnerships, will be crucial for sustained success in this dynamic market.

According to Cognitive Market Research, The Global Process Safety Services market size was USD 16.8 billion in 2022 and is expected to grow at a compound annual growth rate (CAGR) of 10.80% from 2023 to 2030. What are the Most Significant Opportunities and Factors Influencing the Process Safety Services Market?

Rising of Industrial Accidents Drives the Market Expansion

The increasing incidence of big and minor industrial accidents has heightened awareness about the necessity of process safety. Companies are investing in safety measures to avoid accidents, save downtime, and maintain a favorable public image because contemporary enterprises are more concerned with delivering maximum outcomes and manufacturing efficiency than with producing safely; the frequency of accidents and catastrophic incidents has grown over time. Several variables, each dependent on the context, commonly cause accidents.

For instance, according to data from BBC News, industrial accidents kill hundreds of individuals yearly and severely handicap thousands more. In 2021, a federal minister told parliament that over the previous five years, at least 6,500 employees had died while working in factories, ports, mines, and construction sites. Labor campaigners with years of experience in the sector told the BBC that the statistics may be higher because many events are not reported or documented.

(Source:www.bbc.com/news/world-asia-india-62631699)

Because Europe is a highly industrialized region that might be used as a case study to illustrate global industrialization, the statistics could imply a global trend in industrial accidents. Nonetheless, as workplace mishaps increase, the demand for a medium to reduce accidents grows more pressing. The respective factors will drive the process safety market.

Improving Factory Management and Product Efficiency is Becoming Increasingly Important

Process safety services help manage the integrity of hazardous material handling operational systems and processes. It can aid in detecting, comprehending, managing, and preventing process-related problems. If an event happens during the production process, it can have a negative impact on the manufacturing process and product efficiency. In an accident, the product may leak or be damaged. However, by implementing process safety solutions, product loss may be reduced, and industrial efficiency can be increased, leading to rapid growth in the process safety services market.

According to a Manufacturing Institute report, one of the Biggest Causes of supply chain disruptions is insufficient production planning, which leads to increased costs and delayed delivery. 74% of firms reported at least one supply chain interruption the previous year, with 39% directly attributing it to inadequate production planning.

(Source:www.deskera.com/blog/effective-production-planning-manufacturing/)

The Factors Are Limiting the Growth Of The Web Hosting Services Market

Budget allocations and a lack of competent labor Limit Market Growth

Among the key market restrictions are inadequate budget allocation mechanisms and a lack of competent labor. Labor skills are critical in guaranteeing the safety of any industrial process, regardless of its risks. As a result, a lack of trained labor may increase the number of accidents. Furthermore, small and medium-sized organizations' budgets for critical safety do not contain expenditures for precise and fast incident monitoring. As a result, the budget scope may not be able to handle information security, technology, and workplace health properly, resulting in competing goals and a lack of collaboration. As a result, there is a scarcity of experienced labor and a lack of budget allocation for safety process management in small to medium-sized businesses.

Impact of COVID-19 on the Process Safety Services Market

Most sectors throughout the world have been badly impacted in recent months. This is due to major interruptions in their separate manufacturing and supply-chain activities caused by different precautionary lockdowns and other limitations imposed by regulatory bodies throughout the world. Furthermore, consumer demand has reduced as individuals are now more focused on minimizing non-essential expenses from their separate budgets since the general economic state of most people has been negatively impacted by this pandemic.

The COVID-19 pandemic and global...

It was found that adults in the United Kingdom engage with social media equally as much as with video streaming platforms. For example as of May 2023, UK TikTok users spent ** minutes per day with the social network while Netflix users in the country also spent the same amount of time using the video streaming service daily. Video viewing - ad-supported options are driving consumption Since 2021, the reach of video-on-demand subscriptions in the United Kingdom has been oscillating around ** million households. The viewership boom that started during the coronavirus outbreak has now transitioned into steady audience numbers. Video streaming in the UK remains strong, however, the market is pivoting from premium models to free ad-supported ones such as broadcaster video-on-demand (BVOD). The data shows that the viewership of BVOD services surpassed the SVOD viewer-base. Among many BVOD platforms, BBC iPlayer is by far the most popular ad-supported service in the UK, followed by ITV and All 4, showing the prevalence of local players. However, international services, such as Pluto TV, are slowly entering the market as well. In fact, while Netflix and Amazon Prime Video are losing viewer interest, Pluto TV is one of the platforms that experienced an increase in total content viewing hours between 2022 and 2023, indicating its growth potential.

BCC Research Report: Dive into carotenoids market report examines various product, source, applications, and regional markets to help companies and investors prioritize product opportunities and strategic decisions.

The global television broadcasting service market is a dynamic landscape experiencing significant transformation driven by technological advancements and evolving consumer preferences. While precise market size figures for 2025 and beyond are unavailable, we can project reasonable estimates based on industry trends. Assuming a hypothetical 2025 market size of $500 billion and a CAGR (Compound Annual Growth Rate) of 5% (a reasonable estimate given historical growth and technological disruptions), the market is expected to reach approximately $650 billion by 2033. Key drivers include the rise of streaming services, although traditional broadcasting remains relevant. Increased demand for high-quality content, including live sports and news, continues to fuel growth. However, the market faces challenges, namely the increasing competition from streaming platforms like Netflix, Disney+, and Amazon Prime Video, and the rising costs associated with producing and distributing high-quality programming. The market is segmented by broadcast type (terrestrial, cable, satellite), content type (news, sports, entertainment), and geographical region. Major players like CBS Interactive, CANAL+ GROUP, BBC, AT&T, and A&E Television Networks are adapting their strategies to navigate these changes, focusing on delivering premium content across multiple platforms, including on-demand and streaming services. This necessitates investment in technological infrastructure and strategic partnerships to maintain competitiveness. The future of television broadcasting will depend on the ability of traditional players to effectively integrate streaming technologies and adapt to the evolving viewing habits of audiences. This includes providing personalized content recommendations, investing in original programming, and offering flexible subscription options. The fragmentation of the media landscape and increasing competition will necessitate strategic mergers and acquisitions, as well as further innovation in content delivery and viewing experiences. The growth of connected TVs and the expansion of broadband internet access in developing markets present opportunities for expansion, while regulatory changes and the increasing importance of data privacy will continue to shape the industry's trajectory.

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Using all stocks listed on the Japanese equity market and macroeconomic data for Japan, the dataset comprises the following series:

1. Japan_25_Portfolios_MV_PTBV: Monthly returns for 25 size-book-to-market equity portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database)
2. Japan_25_Portfolios_MV_PE: Monthly returns for 25 size-PE portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database)
3. Japan_50_Portfolios_SECTOR: Monthly returns for 50 industry portfolios. (Raw data source: Datastream database)
4. Japan_3 Factors: Fama and French three-factors (RM, SMB and HML), following the Fama and French (1993) methodology. (Raw data source: Datastream database)
5. Japan_5 Factors: Fama and French five-factors (RM, SMB, HML, RMW, and CMA), following the Fama and French (2015) methodology. (Raw data source: Datastream database)
6. Japan_NUCLEAR_Y: Instrument in years with a value of 1 when a nuclear disaster has occurred somewhere in the world and 0 otherwise. (Raw data source: Bloomberg and BBC News)
7. Japan_NUCLEAR_M: Instrument in months with a value of 1 when a nuclear disaster has occurred somewhere in the world and 0 otherwise. (Raw data source: Bloomberg and BBC News)
8. Japan_RF_M: Three-month interest rate of the Treasury Bill for Japan. (Raw data source: OECD)
9. Company data: Names and general data of the companies that constitute the sample. (Raw data source: Datastream database)
10. Number of stocks in portfolios: Number of stocks included each year in Japan_25_Portfolios_MV_PTBV, Japan_25_Portfolios_MV_PE and Japan_50_Portfolios_SECTOR. (Raw data source: Datastream database)

We have produced all return series using the following data from Datastream: (i) total return index (RI series), (ii) market value (MV series), (iii) market-to-book equity (PTBV series), (iv) total assets (WC02999 series), (v) return on equity (WC08301 series), (vi) price-to-earnings ratio (PE series), and (vii) industry (SECTOR series). We have used the generic rules suggested by Griffin, Kelly, & Nardari (2010) for excluding non-common equity securities from Datastream data. We also exclude stocks with less than twelve observations. Accordingly, our sample comprises a total number of 5,212 stocks.

REFERENCES:

Fama, E. F. and French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3–56. Fama, E. F. and French, K. R. (2015). A five-factor asset pricing model. Journal of Financial Economics, 116, 1–22. Griffin, J. M., Kelly, P., and Nardari, F. (2010). Do market efficiency measures yield correct inferences? A comparison of developed and emerging markets. Review of Financial Studies, 23, 3225–3277.

Our Research report provides an overview of the Tissue Engineering and Regeneration market and analyzes trends It includes global revenue ($ Million) for the base year of 2024 and estimated data for 2025 and the forecast period 2026 through 2030.

The global science app market is experiencing robust growth, driven by increasing smartphone penetration, rising internet access, and a growing demand for accessible and engaging science education and information. The market's expansion is fueled by several key trends, including the integration of augmented reality (AR) and virtual reality (VR) technologies to create immersive learning experiences, the development of personalized learning platforms that cater to individual learning styles, and the increasing adoption of gamification techniques to enhance user engagement. The competitive landscape is characterized by a mix of established media companies like the British Broadcasting Corporation and Baidu, alongside innovative technology startups like Scape Technologies and several Chinese companies focusing on educational technology. While the market faces challenges such as ensuring data security and privacy, and overcoming the digital divide, the overall outlook remains positive. We project a Compound Annual Growth Rate (CAGR) of 15% for the period 2025-2033, based on current market dynamics and similar tech sector growth rates. This robust growth indicates a significant market opportunity for app developers and investors focusing on educational and informational science content. The segment breakdown likely shows a strong focus on educational apps targeting K-12 and higher education students, alongside apps providing general science news and information for a broader audience. The regional distribution will probably mirror global internet penetration rates, with North America and Europe holding significant market shares initially, followed by rapid growth in Asia-Pacific regions fueled by increasing smartphone adoption and internet access. However, the success of individual companies will hinge on factors like app design, user experience, content quality, and effective marketing strategies. Maintaining user engagement and fostering a loyal user base will be crucial for long-term market success. The market's future growth hinges on continuous innovation in app functionality, content creation, and addressing the evolving needs of diverse user groups.

The recipe app market is experiencing robust growth, driven by increasing smartphone penetration, a rising interest in home cooking, and the convenience offered by digital platforms. The market, estimated at $2 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $6 billion by 2033. This growth is fueled by several key trends, including the integration of AI-powered features like personalized recipe recommendations and meal planning tools, the rise of subscription models offering premium content and functionalities, and the increasing popularity of video-based recipe tutorials. Major players like BBC Good Food, Tasty, and Allrecipes are leveraging their established brand recognition and large user bases to maintain a significant market share, while smaller, niche players are focusing on specialized diets or cooking styles to carve out their own segments. However, the market faces certain challenges. Competition is fierce, with numerous apps vying for user attention and requiring continuous innovation to stay relevant. Data privacy concerns and the need for robust user authentication are also crucial aspects that impact user trust and app adoption. Furthermore, user engagement and retention remain critical factors, requiring app developers to constantly update their offerings and enhance user experience. Segmentation within the market is evident, with apps catering to diverse demographics and culinary interests, from beginner cooks to seasoned chefs, and from specific dietary needs (vegan, keto) to particular cuisines. This fragmented market creates both opportunities and challenges for new entrants and established players alike. The geographical distribution of market share likely reflects the higher penetration of smartphones and internet access in developed regions such as North America and Europe, while emerging markets present significant untapped potential.

Royal Mail stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

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