In the modern world, data plays a crucial role in analyzing customer behaviour and tendencies in the food industry. Companies such as Grubhub have a sea of information on ordering, preferred restaurants, and developing trends in food choices. Scraping food & menu data from Grubhub in the USA gives a method to analyze this data, which is essential for business and marketing intentions.