A generalization is a broad statement about a group that identifies something they have in common. There are different types of generalizations, including scientific and empirical generalizations which are based on evidence of causal connections or experience, respectively. Generalizations can also be valid if supported by facts, or faulty if not supported. Additionally, generalizations may be universal and claim all members of a group share attributes, or statistical and claim a percentage do. Generalizations can also be inductive, basing broader inferences on examples, or deductive, proceeding from general rules to specific cases.