The data to address these objectives come from two population-based case control studies conducted in Montreal to explore possible associations between nearly 300 occupational substances and cancer. The first study included several sites of cancer including lung cancer [26], while the second study included only lung cancer [27]. Data from these studies included detailed information about occupational history, smoking behavior and many other personal characteristics.