This dataset provides historical stock data for SPDR S&P 500 ETF Trust (SPY), a widely traded exchange-traded fund (ETF), up to the most recent date. It includes daily market data such as Open, High, Low, and Close prices, as well as trading Volume. Additionally, it features data on Dividends, Stock Splits, and Capital Gains, making it an extensive resource for financial analysis, investment research, and machine learning applications.
Content

The dataset contains the following columns:

• Date: The trading date (timestamp format).
• Open: The stock's opening price for the trading day.
• High: The highest price during the trading day.
• Low: The lowest price during the trading day.
• Close: The stock's closing price for the trading day.
• Volume: The total number of shares traded during the day.
• Dividends: Dividend amounts paid per share.

Use Cases

This dataset is ideal for:

• Time Series Analysis: Forecasting stock prices using techniques such as ARIMA, LSTM, or Prophet.
• Exploratory Data Analysis (EDA): Understanding price movements, dividend trends, and trading activity.
• Machine Learning Models: Predicting future stock prices or constructing algorithmic trading strategies.