This paper empirically analyzes a dataset published by the European Banking Authority. Our main aim was to study how the Leverage Ratio is affected by adverse financial scenarios. This was be followed by observing how Leverage Ratio exposures are correlated to various other financial variables and how various regression techniques can be used to explain the correlation.