It's a random drop.... So you're doing everything right. Just keep collecting and it will eventually drop. There isn't a specific number of times it might take as some players got it quite quickly and others with many many tries. Always check your inventory after you collect from the deep mines as you might not see it drop. It's a drop worth waiting for!