Hit Profiler analysis module identifies lead compounds from high throughput screening results. The system exploits semantic integration technologies to display screening results and a diverse range of compound information in a compound-centric, interactive table environment. Semantic integration ensures that multiple concentration data is displayed as a dose response curve, that SMILES information is rendered as chemical structures, and so on.