There might be other ways to know about the data in advance?
Yeah, just have lunch with a few of the insiders. That's the issue and will always be the issue.
I tried to train a model to predict the darkpool transactions from the rest of the transactions. It didn't work. I'm back to the drawing board trying other things now.