A map of the United States with circles created using the data from the Shopping Habits Dataset

The area of the circles correspond to the number of entries in the state, indicating the amount of purchases in the state. The circles are colored on a gradient of blues corresponding to the average customer rating for the purchases in the state.

Larger, darker circles indicate more purchases and higher rated purchases.

Also, if anyone is reading this, I was having a lot of difficulty with editing the base map itself. I am having trouble changing the background off of the black (but I think black works alright -- I would still appreciate any feedback!)