In the Old West, farmers and ranchers fought range wars over water access. Now, Big Data is the new Water and there is growing tension between Business Intelligence farmers and Data Science ranchers over how the new data lake should be managed and used. SoMoClo (social, mobile, cloud) technologies and the torrent of Big Data they bring create new analytic opportunities, but taking advantage of them will requires new tools and may require new rules.