Japan's main stock market index, the JP225, rose to 43763 points on August 19, 2025, gaining 0.11% from the previous session. Over the past month, the index has climbed 10.03% and is up 14.98% 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 August of 2025.

Economic Optimism Index in the United States increased to 50.90 points in August from 48.60 points in July of 2025. This dataset provides the latest reported value for - United States IBD/TIPP Economic Optimism Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Graph and download economic data for FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMD) from 2025 to 2027 about projection, federal, median, rate, and USA.

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.

Dollar Index (Live)

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

Business Inventories in the United States increased 0.20 percent in June of 2025 over the previous month. This dataset provides - United States Business Inventories - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Business Confidence in the United States decreased to 48 points in July from 49 points in June of 2025. This dataset provides the latest reported value for - United States ISM Purchasing Managers Index (PMI) - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

The UK economy grew by 0.3 percent in the first quarter of 2025, compared with 0.7 percent growth in the previous quarter. After ending 2023 in recession, the UK economy grew strongly in the first half of 2024, growing by 0.9 percent in Q1, and 0.5 percent in Q2, with growth slowing in the second half of the year. In the third quarter of 2020 the UK experienced record setting growth of 16.8 percent, which itself followed the record 20.3 percent contraction in Q2 2020. Growing economy key to Labour's plans Since winning the 2024 general election, the UK's Labour Party have seen their popularity fall substantially. In February 2025, the government's approval rating fell to a low of -54 percent, making them almost as disliked as the Conservatives just before the last election. A string of unpopular policies since taking office have taken a heavy toll on support for the government. Labour hope they can reverse their declining popularity by growing the economy, which has underperformed for several years, and when measured in GDP per capita, fell in 2023, and 2024. Steady labor market trends set to continue? After a robust 2022, the UK labor market remained resilient throughout 2023 and 2024. The unemployment rate at the end of 2024 was 4.4 percent, up from four percent at the start of the year, but still one of the lowest rates on record. While the average number of job vacancies has been falling since a May 2022 peak, there was a slight increase in January 2025 when compared with the previous month. The more concerning aspect of the labor market, from the government's perspective, are the high levels of economic inactivity due to long-term sickness, which reached a peak of 2.84 million in late 2023, and remained at high levels throughout 2024.

Consumer Confidence in the United States decreased to 58.60 points in August from 61.70 points in July of 2025. This dataset provides the latest reported value for - United States Consumer Sentiment - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Inflation Expectations in the United States increased to 3.10 percent in July from 3 percent in June of 2025. This dataset provides - United States Consumer Inflation Expectations- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Non Farm Payrolls in the United States increased by 73 thousand in July of 2025. This dataset provides the latest reported value for - United States Non Farm Payrolls - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

France's main stock market index, the FR40, rose to 7986 points on August 20, 2025, gaining 0.08% from the previous session. Over the past month, the index has climbed 2.40% and is up 6.13% 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 August of 2025.

Unemployment Rate in the United States increased to 4.20 percent in July from 4.10 percent in June of 2025. This dataset provides the latest reported value for - United States Unemployment Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Core consumer prices in the United States increased 3.10 percent in July of 2025 over the same month in the previous year. This dataset provides - United States Core Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Germany's main stock market index, the DE40, fell to 24277 points on August 20, 2025, losing 0.60% from the previous session. Over the past month, the index has declined 0.13%, though it remains 31.59% higher than a year ago, 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 August of 2025.

The Gross Domestic Product (GDP) in Japan expanded 0.30 percent in the second quarter of 2025 over the previous quarter. This dataset provides - Japan GDP Growth Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Retail Sales in the United States increased 0.50 percent in July of 2025 over the previous month. This dataset provides - U.S. December Retail Sales Increased More Than Forecast - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Russia's main stock market index, the MOEX, fell to 2941 points on August 20, 2025, losing 0.84% from the previous session. Over the past month, the index has climbed 4.21% and is up 6.07% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Russia. Russia Stock Market Index MOEX CFD - values, historical data, forecasts and news - updated on August of 2025.

Argentina's main stock market index, the Merval, fell to 2083122 points on August 20, 2025, losing 0.43% from the previous session. Over the past month, the index has climbed 1.99% and is up 28.50% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Argentina. Argentina Stock Market (MERVAL) - values, historical data, forecasts and news - updated on August of 2025.

Inflation Rate in India decreased to 1.55 percent in July from 2.10 percent in June of 2025. This dataset provides - India Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Core Producer Prices in the United States increased to 148.37 points in July from 147.02 points in June of 2025. This dataset provides - United States Core Producer Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.