Engineers, scientists, and designers all gather data and then try to make sense of it later. We have equations and models to help us simulate this data. But we also have a problem – these tools were designed for numerical data, and not all data is solely quantitative. Affinity mapping is an abductive reasoning process that enables people to make sense of large amounts of subjective, qualitative, or observational data.