A tree diagram is a graphical representation used to illustrate the possible outcomes of a decision-making process or probability event, branching out from a single starting point to multiple possible outcomes. It helps in visualizing and calculating probabilities, organizing hierarchical data, or breaking down complex problems into simpler parts.