statistics

This term functions as a collective noun when referring to the academic discipline or science of data analysis, in which case it takes a singular verb. When referring to the individual pieces of numerical data or the results of a study, it is treated as a plural noun and requires a plural verb. This duality often creates confusion in formal writing, as the same word can be either singular or plural depending on whether the focus is on the field of study or the data points themselves.

In professional contexts, the word carries a connotation of objectivity and empirical evidence. It is frequently used to lend authority to an argument or to provide a factual basis for a claim. While it is neutral in tone, it can be used manipulatively in political or marketing contexts to cherry-pick data, leading to the common colloquial warning about how figures can be used to mislead.