A soccer supply store notices its sales are increasing more than usual, and assumes there is an increased interest in youth soccer. Based on only the increased sales, which error is the store making?

The store is relying on an unquantified variable.

The store is overly data$-$informed.

The store is falling into overfitting.

The store is overly data$-$driven.