Profiling is the process of collecting and summarizing information about data, often to understand its quality or structure. Analysis, on the other hand, involves examining the data to draw insights, make decisions, or solve problems. In the context of marketing, profiling might refer to building a detailed customer profile, while analysis could involve interpreting that data to develop targeted strategies.