The Chinese e-cigarette sector has experienced a substantial upward trajectory in recent years. Initially driven by a lack of severe regulation and increasing consumer popularity, the landscape has shifted from local shops to massive online platforms. This impressive development has attracted considerable investment and created a complicated networ