Big Data traces its origins to oil and gas with the move to massive geoseismic projects 50 years ago. Now the industry is drawing upon similar algorithmic techniques developed by Google and Facebook to capture insights that reduce cycle time and lower the per barrel cost of extracting tight formation hydrocarbons.