The shifting electronic cigarette market continues to demonstrate significant changes, driven by user preferences and governmental landscapes. Recently, we've observed a growing interest in single-use devices, particularly among first-time users, while the box market faces challenges. Flavor bans are impacting item sales in some regions, prompting