In this example dataset, we will explore a couple of interesting queries that would allow us--with the information that is available to us--to construct interesting recommendations for our hypothetical users. We will do so along different axes:
- Product purchases
- Brand loyalty
- Social and/or family ties
Let's start with the first and work our way through.