The main stock market index of United States, the US500, fell to 6734 points on October 21, 2025, losing 0.02% from the previous session. Over the past month, the index has climbed 0.60% and is up 15.09% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on October of 2025.

KeyCorp reported $16.3B in Market Capitalization this October of 2025, considering the latest stock price and the number of outstanding shares.Data for KeyCorp | KEY - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last October in 2025.

View LSEG's extensive Economic Data, including content that allows the analysis and monitoring of national economies with historical and real-time series.

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.

US Tax Calendar

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

First Business Financial Services reported $18M in EBIT for its fiscal quarter ending in December of 2024. Data for First Business Financial Services | FBIZ - Ebit including historical, tables and charts were last updated by Trading Economics this last October in 2025.

We deliver via API access to Companies Financial statements, Insider transaction, Stock Ownership and all information relative to Stock Fundamental

Here is the extensive list of all the information that you can access via our API:

STOCK FUNDAMENTALS

Financial Statements Annual/Quarter Financial Statements As Reported International Filings Annual/Quarter Quarterly Earnings Reports Shares Float SEC RSS Feeds Real-time SEC Filings Rss feed 8K (Important Events)

STOCK FUNDAMENTALS ANALYSIS

Financial Ratios Annual/Quarter Enterprise Value Annual/Quarter Financial Statements Growth Annual Key Metrics Annual/Quarter Financial Growth Annual/Quarter Rating Daily DCF Real-time

STOCK CALENDARS

Earnings Calendar Popular IPO Calendar Stock Split Calendar Dividend Calendar Economic Calendar

COMPANY INFORMATION

Profile Minute Key Executives Market Capitalization Daily Company Outlook New Stock Peers

The main stock market index of United States, the US500, rose to 6617 points on September 15, 2025, gaining 0.50% from the previous session. Over the past month, the index has climbed 2.61% and is up 17.47% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on September of 2025.

Japan's main stock market index, the JP225, fell to 47582 points on October 17, 2025, losing 1.44% from the previous session. Over the past month, the index has climbed 5.03% and is up 22.06% compared to the same time last year, 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 October of 2025.

The main stock market index of United States, the US500, rose to 6752 points on October 21, 2025, gaining 0.25% from the previous session. Over the past month, the index has climbed 0.87% and is up 15.39% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on October of 2025.

The main stock market index of United States, the US500, rose to 6659 points on October 13, 2025, gaining 1.62% from the previous session. Over the past month, the index has climbed 0.66% and is up 13.63% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on October of 2025.

Hong Kong's main stock market index, the HK50, rose to 25859 points on October 20, 2025, gaining 2.42% from the previous session. Over the past month, the index has declined 1.84%, though it remains 26.27% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Hong Kong. Hong Kong Stock Market Index (HK50) - values, historical data, forecasts and news - updated on October of 2025.

Regions Financial reported $159.94B in Assets for its fiscal quarter ending in September of 2025. Data for Regions Financial | RF - Assets including historical, tables and charts were last updated by Trading Economics this last October in 2025.

United Kingdom's main stock market index, the GB100, rose to 9423 points on October 21, 2025, gaining 0.21% from the previous session. Over the past month, the index has climbed 2.13% and is up 13.45% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United Kingdom. United Kingdom Stock Market Index (GB100) - values, historical data, forecasts and news - updated on October of 2025.

Germany's main stock market index, the DE40, fell to 24288 points on October 22, 2025, losing 0.17% from the previous session. Over the past month, the index has climbed 2.87% and is up 25.34% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Germany. Germany Stock Market Index (DE40) - values, historical data, forecasts and news - updated on October of 2025.

France's main stock market index, the FR40, fell to 8237 points on October 22, 2025, losing 0.26% from the previous session. Over the past month, the index has climbed 4.64% and is up 9.86% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from France. France Stock Market Index (FR40) - values, historical data, forecasts and news - updated on October of 2025.

Prices for United States Stock Market Index (US1000) including live quotes, historical charts and news. United States Stock Market Index (US1000) was last updated by Trading Economics this October 20 of 2025.

Capital One Financial reported $468.11B in Trade Creditors for its fiscal quarter ending in June of 2025. Data for Capital One Financial | COF - Trade Creditors including historical, tables and charts were last updated by Trading Economics this last October in 2025.

Prices for United States Stock Market Index (US30) including live quotes, historical charts and news. United States Stock Market Index (US30) was last updated by Trading Economics this October 21 of 2025.

The main stock market index of United States, the US500, rose to 6677 points on October 19, 2025, gaining 0.20% from the previous session. Over the past month, the index has declined 0.24%, though it remains 14.07% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on October of 2025.

Moody's reported $88.16B in Market Capitalization this October of 2025, considering the latest stock price and the number of outstanding shares.Data for Moody's | MCO - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last October in 2025.