The yield on Germany 10Y Bond Yield eased to 2.51% on June 20, 2025, marking a 0.01 percentage point decrease from the previous session. Over the past month, the yield has fallen by 0.14 points, though it remains 0.10 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Germany 10-Year Bond Yield - values, historical data, forecasts and news - updated on June of 2025.

The yield on Brazil 10Y Bond Yield eased to 13.84% on June 23, 2025, marking a 0.04 percentage point decrease from the previous session. Over the past month, the yield has fallen by 0.35 points, though it remains 1.87 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. Brazil 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on June of 2025.

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.

What happens to gold if CPI increases?

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

The yield on United Kingdom 10Y Bond Yield eased to 4.48% on June 24, 2025, marking a 0.02 percentage point decrease from the previous session. Over the past month, the yield has fallen by 0.21 points, though it remains 0.39 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. UK 10 Year Gilt Bond Yield - values, historical data, forecasts and news - updated on June of 2025.

The yield on South Africa 10Y Bond Yield eased to 9.96% on June 24, 2025, marking a 0.11 percentage point decrease from the previous session. Over the past month, the yield has fallen by 0.51 points and is 0.12 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. South Africa 10-Year Government Bond Yield - values, historical data, forecasts and news - updated on June of 2025.