Statistics is the branch of mathematics dealing with presenting, summarizing, and making inferences from data.
Though essential to the social sciences, there is fundamental disagreement about the nature of statistical inference, between Bayesians and Frequentists.
A scientific theory is (i) designed to explain certain kinds of phenomena, (ii) defined by its postulates, and (iii) supported or disproved by its predictions.