The dynamic e-cigarette market continues to demonstrate remarkable changes, driven by user preferences and governmental landscapes. Recently, we've observed a rising interest in pod devices, particularly among first-time users, while the box market faces difficulties. Flavor bans are impacting item sales in certain regions, prompting manufacturers