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Apple reported $1.65 in EPS Earnings Per Share for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - EPS Earnings Per Share including historical, tables and charts were last updated by Trading Economics this last July in 2025.
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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.
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)
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)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
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
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
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License information was derived automatically
Amazon PE ratio as of June 17, 2025 is 30.55. Current and historical p/e ratio for Amazon (AMZN) from 2010 to 2025. The price to earnings ratio is calculated by taking the latest closing price and dividing it by the most recent earnings per share (EPS) number. The PE ratio is a simple way to assess whether a stock is over or under valued and is the most widely used valuation measure. Please refer to the Stock Price Adjustment Guide for more information on our historical prices.
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License information was derived automatically
Apple reported $24.78B in Net Income for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - Net Income including historical, tables and charts were last updated by Trading Economics this last July in 2025.
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License information was derived automatically
Apple reported $44.87B in Gross Profit on Sales for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - Gross Profit On Sales including historical, tables and charts were last updated by Trading Economics this last June in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple reported $6.73B in Selling and Administration Expenses for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - Selling And Administration Expenses including historical, tables and charts were last updated by Trading Economics this last June in 2025.
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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.
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)
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)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
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
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
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple reported $65.77B in Operating Expenses for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - Operating Expenses including historical, tables and charts were last updated by Trading Economics this last July in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported $0.13 in EPS Earnings Per Share for its fiscal quarter ending in March of 2025. Data for Apple Hospitality | APLE - EPS Earnings Per Share including historical, tables and charts were last updated by Trading Economics this last June in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported $96.46M in EBITDA for its fiscal quarter ending in December of 2024. Data for Apple Hospitality | APLE - Ebitda including historical, tables and charts were last updated by Trading Economics this last June in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported $50.86M in EBIT for its fiscal quarter ending in March of 2025. Data for Apple Hospitality | APLE - Ebit including historical, tables and charts were last updated by Trading Economics this last July in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported 7.44 in Dividend Yield for its fiscal quarter ending in March of 2025. Data for Apple Hospitality | APLE - Dividend Yield including historical, tables and charts were last updated by Trading Economics this last June in 2025.
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License information was derived automatically
Apple Hospitality reported 0.89 in Trade Creditors for its fiscal quarter ending in December of 2024. Data for Apple Hospitality | APLE - Trade Creditors including historical, tables and charts were last updated by Trading Economics this last July in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported $14.92M in Cash and Equivalent for its fiscal quarter ending in March of 2025. Data for Apple Hospitality | APLE - Cash And Equivalent including historical, tables and charts were last updated by Trading Economics this last June in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple Hospitality reported $3.21B in Equity Capital and Reserves for its fiscal quarter ending in March of 2025. Data for Apple Hospitality | APLE - Equity Capital And Reserves including historical, tables and charts were last updated by Trading Economics this last June in 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Alphabet reported $1.01T in Market Capitalization this June of 2025, considering the latest stock price and the number of outstanding shares.Data for Alphabet | GOOG - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last June in 2025.
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Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Apple reported $1.65 in EPS Earnings Per Share for its fiscal quarter ending in March of 2025. Data for Apple | AAPL - EPS Earnings Per Share including historical, tables and charts were last updated by Trading Economics this last July in 2025.