Aviation safety inspectors record a large amount of text in their surveillance of air carriers. The Comment Linguistics^© solution provides the mechanisms needed to efficiently and effectively organize and assess this information. Comment Linguistics is a database evaluation solution that streamlines and improves reporting and analysis activities of text-based data. Statistical and contextual information relating to specific topics or keywords can be combined and sorted into related areas for easier analysis and trend identification to go beyond traditional text-mining capabilities.