To construct a contingency table in the context of cancer, data is collected and categorized into two or more classes. For instance, you might categorize data based on whether individuals were exposed to a particular risk factor (e.g., smoking) and whether they developed lung cancer. The table would typically have rows representing one variable (e.g., smoking status) and columns representing the other variable (e.g., lung cancer status).