The null hypothesis is a statement or assumption that there is no significant difference, relationship, or effect between two variables in a given population. It serves as a baseline for comparison and is typically tested against an alternative hypothesis to determine if there is enough evidence to reject the null hypothesis in favor of the alternative one.