A contingency table, also known as a cross-tabulation or cross-tab, is a type of table in a matrix format that displays the frequency distribution of variables. It helps in organizing data to show the interaction between different variables, aiding in the identification of potential associations and patterns. Typically, contingency tables are used in the analysis of dichotomous variables in 2x2 tables, but they can extend to larger dimensions for more complex data.