  With the booming of the unconventional oil and gas industry, its inevitable
damage to the environment and human health has attracted public attention. We
applied text mining on a total 6057 the type of Environmental Health and Safety
compliance reports from 2008 to 2018 lunched by the Department of Environmental
Protection in Pennsylvania, USA, to discover the intern mechanism of
environmental violations.
