London Stock Exchange reported 1.22 in Dividend Yield for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Dividend Yield including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP2.22B in EBITDA for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Ebitda including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP68M in Interest Income for its fiscal semester ending in December of 2024. Data for London Stock Exchange | LSE - Interest Income including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Disclaimer

This dataset was compiled from publicly available financial data sourced from Yahoo Finance for research and educational purposes only. Redistribution of raw data may be subject to Yahoo Finance’s terms of service. Users are responsible for complying with all applicable data usage policies and regulations.

Description

This dataset contains two CSV files for companies listed on the London Stock Exchange (next, LSE) * raw_financial_metrics_2025_march.csv - latest available financial data (as of March 2025) including metrics such as revenue, net income, P/E ratio, total debt, market capitalisation and industry classification. * historical_stock_prices_2015_2025.csv - 10 years of daily closing stock prices (2015 April 1st - 2025 March 28) for the same set of companies

The dataset is designed to support: * Financial valuation research * Time-series forecasting (e.g., LSTM ARIMA) * Multi-modal learning (e.g., combining static metrics and price trends) * Exploratory analysis by sector, market capitalisation, etc.

Columns Overview

Financial Metrics:

General Company Information

• Ticker: Unique stock symbol used to identify the company on the stock exchange.
• Name: Full name of the company.
• Website: Official company website.
• Address, City, Postcode, Country: Headquarters location details.
• Exchange: Stock exchange where the company is listed (e.g. LSE for London Stock Exchange).

Market & Share Information

• Market Cap: Total market value of a company’s outstanding shares.
• Shares Outstanding: Total number of shares currently issued and held by shareholders.
• Float Shares: Shares available for public trading (excludes insider holdings).

Stock Performance

• Regular Market Price: Latest trading price during regular market hours.
• Regular Market Change / (%): Absolute and percentage change in price from the previous trading day.
• 50 Day Average / 200 Day Average: Average stock prices over the past 50 and 200 days, respectively.
• 52 Week Change: Percentage change in stock price over the past year.
• 52 Week High / Low: Highest and lowest stock prices over the past year.

Valuation Ratios

• Enterprise to Revenue / EBITDA: Valuation multiples showing how the company is priced relative to its revenue or earnings before interest, taxes, depreciation, and amortization.
• P/E Ratio (Price-to-Earnings): Valuation based on earnings per share.
• P/B Ratio (Price-to-Book): Compares market value to book value.
• Price to Sales (TTM): Market cap divided by total sales over the trailing twelve months.
• PEG Ratio: Price/Earnings ratio adjusted for expected earnings growth.

Financial Strength

• Book Value: Total company equity per share.
• Beta: A Measure of stock volatility relative to the market.
• Debt-to-Equity Ratio: Leverage ratio comparing total debt to shareholder equity.
• Quick Ratio / Current Ratio: Liquidity indicators for meeting short-term obligations.

Cash Flows & Liquidity

• Operating Cash Flow: Cash generated from core business operations.
• Free Cash Flow: Cash available after capital expenditures.
• Total Cash: The Company’s total cash reserves.
• Total Debt: Total liabilities in the form of debt.
• Current Total Assets: Total assets expected to be converted into cash within a year.
• Total Cash Per Share: Cash reserves divided by the number of outstanding shares.

Earnings & Profitability

• Gross Profits: Revenue minus cost of goods sold.
• EBITDA: Earnings before interest, taxes, depreciation, and amortization.
• Operating Margins / Profit Margins: Efficiency and profitability ratios.
• Forward EPS / Trailing EPS: Projected vs actual earnings per share.
• Earnings Quarterly Growth: Year-over-year change in earnings.
• Revenue Growth: Year-over-year change in revenue.

Dividends

• Dividend Rate: Annual dividend per share.
• Dividend Yield: Dividend as a percentage of the share price.
• Payout Ratio: Proportion of earnings paid out as dividends.

Analyst Sentiment

• Recommendation: Consensus recommendation from financial analysts (e.g., Buy, Hold, Sell).
• Recommendation Mean: Average numerical value of analyst ratings (lower means more favorable).
• Number of Analyst Opinions: Number of analyst reports used to generate recommendation scores.

Stock Prices

• Company Name - the name of the company
• Date (daily) - the dates in the "yyyy-mm-dd" format

Potential Use Cases

• Stock price prediction
• Deep learning models combining tabular and time-series data
• Graham-style intrinsic value estimation
• Sector-wise performance benchmarking
• Feature engineering and data preprocessing experiments

Inspiration

This dataset was created as part of a Data Science research project exploring the use of financial fundamentals and historical price movements to evaluate company value and predict future performance.

Dividend-Yield Time Series for IG Group Holdings PLC. IG Group Holdings plc, a fintech company, engages in the online trading business in the United Kingdom, Ireland, the Asia-Pacific, the Middle East, the United States, Europe, and institutional and emerging markets. The company offers retail over the counter derivatives, including contracts for difference, OTC FX and options; and exchange-traded derivatives options and futures under the tastytrade. It also provides stock trading and investment services, such as share trading, smart portfolios, and ISA and SIPPs, as well as equities, exchange traded funds, and fixed income products, which include fractional shares, mutual funds, UK treasury bills, UK tax wrappers, securities lending, and proxy voting services; and cash crypto trading. In addition, the company offers content and education solutions, such as daily live programming, news and original content, and webinars and tutorials, as well as content, education, and support tools, including signals, analytics, charting applications, and proprietary insights through the Trade Live with IG and tastylive channels. Further, it engages in CFD trading, foreign exchange, and market risk management; spread betting; data distribution; software development and support services; turbo warrants issuing; financing; market maker; network and content provision; and brokerage activities. The company serves investors, customers, communities, colleagues, regulators, and suppliers. IG Group Holdings plc was founded in 1974 and is headquartered in London, the United Kingdom.

London Stock Exchange reported GBP3.48B in Cash and Equivalent for its fiscal semester ending in December of 2024. Data for London Stock Exchange | LSE - Cash And Equivalent including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP649M in Net Income for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Net Income including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Dividend-Yield Time Series for Rolls-Royce Holdings PLC. Rolls-Royce Holdings plc develops and delivers mission-critical power systems in the United Kingdom and internationally. The company operates through four segments: Civil Aerospace, Defence, Power Systems, and New Markets. The Civil Aerospace segment develops, manufactures, markets, and sells aero engines for large commercial aircraft, regional jet, and business aviation markets, as well as provides aftermarket services. The Defence segment is involved in the development, manufacture, marketing, and sale of military aero engines, naval engines, and submarine nuclear power plants, as well as offers aftermarket services. The Power Systems segment engages in the development, manufacture, marketing, and sale of integrated solutions for onsite power and propulsion under the mtu brand name. The New Markets segment develops, manufactures, and sells small modular reactor and new electrical power solutions. Rolls-Royce Holdings plc was founded in 1884 and is headquartered in London, the United Kingdom.

Dividend-Yield Time Series for 4Imprint Group Plc. 4imprint Group plc, together with its subsidiaries, operates as a direct marketer of promotional products in North America, the United Kingdom, and Ireland. The company markets apparel, bags, drinkware, writing, stationery, outdoors and leisure, auto, home, tools, trade show and signage, wellness and safety technology, and awards and office products under the Crossland, Refresh, and Taskright brands. It serves customers in the commercial, governmental, educational, charitable, and religious markets. The company was formerly known as Bemrose Corporation Public Limited Company and changed its name to 4imprint Group plc in August 2000. 4imprint Group plc was incorporated in 1921 and is based in London, the United Kingdom.

London Stock Exchange reported GBP1.12B in EBIT for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Ebit including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP9.96B in Debt for its fiscal semester ending in December of 2024. Data for London Stock Exchange | LSE - Debt including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Dividend-Yield Time Series for Ascential PLC. Ascential plc provides specialist information, analytics, and e-commerce optimization platforms in the United Kingdom, rest of Europe, the United States, Canada, China, rest of the Asia Pacific, the Middle East, Africa, and Latin America. The company operates in two segments, Marketing and Financial Technology. The Marketing segment conducts events, as well as offers intelligence and advisory services for marketing champion activities. The Financial Technology segment provides events and intelligence that improves performance and innovation for various customers, including payments, banks, technology companies, venture capitalists, startups, and regulators, as well as merchants, retailers, and brands. It offers data, analytics, and insights platforms, which provide actionable intelligence to drive informed strategic decisions; and advisory and training services that help customers in industry trends and best practices. The company was formerly known as Trident Floatco PLC and changed its name to Ascential plc in January 2016. Ascential plc was founded in 1887 and is based in London, the United Kingdom.

London Stock Exchange reported GBP1.66B in Pre-Tax Profit for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Pre Tax Profit including historical, tables and charts were last updated by Trading Economics this last November in 2025.

London Stock Exchange reported GBP2.92B in Operating Expenses for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Operating Expenses including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP527.96M in Ordinary Share Capital for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Ordinary Share Capital including historical, tables and charts were last updated by Trading Economics this last December in 2025.

Dividend-Yield Time Series for Mountview Estates PLC. Mountview Estates P.L.C., together with its subsidiaries, engages in the property trading and investment business in the United Kingdom. It owns and acquires tenanted residential properties in England and Wales, as well as sells such properties when they become vacant. The company trades in and rents regulated, assured, assured shorthold, and life tenancy residential units; and freehold and leasehold ground rent units. Mountview Estates P.L.C. was incorporated in 1937 and is based in London, the United Kingdom.

London Stock Exchange reported GBP7.51B in Loan Capital for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Loan Capital including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP21.15B in Equity Capital and Reserves for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Equity Capital And Reserves including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP496M in Selling and Administration Expenses for its fiscal semester ending in June of 2025. Data for London Stock Exchange | LSE - Selling And Administration Expenses including historical, tables and charts were last updated by Trading Economics this last December in 2025.

London Stock Exchange reported GBP221M in Interest Expense on Debt for its fiscal semester ending in December of 2024. Data for London Stock Exchange | LSE - Interest Expense On Debt including historical, tables and charts were last updated by Trading Economics this last December in 2025.