This analysis is certainly interesting, but I can&#x27;t help but think supervised machine learning (e.g. neural networks) would have been a far better way to analyze this data.<p>We&#x27;re using neural networks to predict future actions of users from weakly-correlating metrics and achieved surprising accuracy from one day of tinkering.