This dataset was created by aggregating message-level observations for the ETF SPY which tracks the S&P 500 index. We retrieved and evaluate the entire available
order book message history for the first 50 levels from July 1st 2007 to October 31st 2025. We restrict our analysis to order book activity during regular trading hours.
