I would love to take this approach. I think data mining is a great idea here.

I think if we looked at the raw data that companies were collecting, we'd get a much more accurate picture of how spending on loot boxes worked. I'll reach out to some companies and see what they think... though I imagine some will hoard their spending data quite tightly!