Analysis of Binance user behavior reveals a rapid initial surge in engagement with over 50% of returning users making a second deposit within 16 days. However, this enthusiasm wanes after Day 20, with re-engagement rates dropping below 1%. Initial data shows strong user interest as nearly 10% deposited on day one, highlighting immediate trading activity. By day seven, over a third of users reloaded their accounts, indicating swift and sustained participation in the initial phase. However, post Day 7 engagement declines significantly, demonstrating a challenge for Binance in maintaining long-term user retention. While the early weeks show strong activity and re-engagement rates, the decline after Day 20 suggests a need for Binance to develop strategies that foster sustained engagement. Factors like market fluctuations and varying trading strategies may influence this pattern.