Introduction In recent years, the Philippines has seen significant growth in its loan market, with more and more Filipinos turning to various lending platforms to meet their financial needs. This article analyzes the loan behavior trends of Filipinos based on big data, providing insights into the factors influencing their borrowing decisions and t