Instacart, an American company that operates a grocery delivery and pickup service in the United States and Canada, has publicly provided an open-source anonymized data set containing over 3 million grocery orders from more than 200,000 Instacart users.
As a data scientist working on this data set, you have been asked to complete the following tasks:
- Create clusters for the different types of products that the customers buy.
- Infer patterns based on clusters formed to draw business insights.