Today, we start off by clarifying what the relationship is between the two companies, Path and Focus & Two Story Robot, then we get right into the heart of today's episode: our struggles with getting consistent, up to date weather data. Where should we pull the data from? How do we account for days where the data is not available?? Is machine learning the answer???