During the last decade the frequency of earthquakes in the state of Oklahoma in America increased rapidly from an average of less than two earthquakes of more than 3.0 degrees per year since 1978 to hundreds per year in 2014, 2015 and 2016. In fact, there have been thousands of earthquakes in Oklahoma and the surrounding areas since 2009. Scientific studies attribute the increased earthquakes to the elimination of wastewater produced during the extraction of oil that has been injected deep into the ground. Using the Kaggle database, a correlation analysis was developed in order to corroborate the impact of water injection in local seismicity.