The expansion of big data is significantly altering operations throughout the petroleum and natural gas industry. Organizations are now capable of processing huge volumes of information generated from exploration, extraction, manufacturing, and transportation. This facilitates enhanced decision-making, proactive servicing of equipment, decreased ha