The top 5 Chinese cities with the highest number of orders from female users are Shanghai, Beijing, Chongqing, Chengdu in Sichuan province, and Guangzhou in Guangdong province, with each city holding a different preference such as cakes and pastries, bags, and vegetable products in Shanghai; fruit, convenience food and cell phone accessories in Beijing; knitwear, cleaning products and condiments in Chongqing; makeup tools, socks and blouses in Chengdu; as well as T-shirt, makeup products and suits in Guangzhou.