Tools are provided for identifying outliers or variations in trade data derived from securities transactions, such as securities lending transactions. Such outliers may provide an indication that a given trade is suspicious or potentially inappropriate from a customer relationship point of view, a regulatory perspective, or a legal standpoint. Trades identified as outliers can be utilized in regression analyses to analyze specific trades, trader-broker relationships, or other trading activity.