In today’s financial markets, data is often referred to as the oil that runs the machine. If that’s indeed the case, then the vast alternative data market represents the Parshall Oil Field at a time when regulation and the challenge of finding new forms of alpha generation are leading to the $100-a-barrel oil boom.