The American Energy Market Regulator (AEMR) project focused on maintaining the reliability of the U.S. domestic energy network by minimizing outages. Notably, an increase in submitted outages by energy providers during 2016 and 2017 prompted a review. The primary concerns addressed were Energy Stability and Market Outages, along with Energy Losses and Market Reliability. The project utilized Excel and Tableau for data organization, visualization, and analysis. After cleaning and organizing data, a comprehensive review was created, detailing the impact of outages from 5 different facilities over two years. The key focus was the growing energy loss from high-risk outages originating from specific facilities.