Group 1 - FactSet Research Systems is expected to announce earnings on September 18, 2025, with anticipated revenue of approximately $593 million, reflecting a 5.5% increase year-over-year, and estimated earnings of around $4.13 per share [2] - The company currently has a market capitalization of $14 billion, with revenue for the past twelve months at $2.3 billion, operating profits of $704 million, and net income of $533 million [3] - The growth in revenue is driven by the expansion of its recurring revenue base, innovation in the generative AI sector, and strong demand from wealthy and institutional clients for advanced financial data and portfolio solutions [2] Group 2 - Historical data shows that FactSet Research Systems has had 20 earnings data points over the last five years, with a 50% occurrence of positive one-day post-earnings returns [5] - The median of the 10 positive one-day returns is 3.5%, while the median of the 10 negative returns is -4.3% [5] - A strategy to analyze the correlation between short-term and medium-term returns post-earnings can be employed, with a focus on pairs showing the highest correlation for trading decisions [6]