Our current digital landscape relies heavily on existing data centers to store and process information for online applications accessed by millions of users. Any failure of these operations significantly affects productivity as well as significant operations of an organization. Additionally, data centers are high energy consumers. Climate change and the scarcity of energy resources due to political or local constraints emphasize the need for us to deeply analyze the strategic placement of these data centers to understand factors contributing to risks and opportunities in data center placement.