nottypically

Nottypically is a coined term used in linguistics, corpus research, and discourse analysis to denote that a behavior, property, or outcome does not conform to a presumed or prototypical pattern. The word is formed from the negation not and the adverb typically, and in some scholarly contexts it is treated as a single lexical item, though standard English normally writes the two words as not typically.

In usage, nottypically serves to flag exceptions or deviations from norms within data, descriptions, or theoretical claims. It is often employed in annotation schemes, where researchers label items that do not fit the expected distribution, rule, or stereotype. For example, a dataset annotation might include a tag nottypically to indicate observations that fall outside the common range, enabling downstream analyses to distinguish typical cases from outliers. In prose, the conventional two-word form not typically remains the standard choice in formal writing, while nottypically appears primarily in technical notes, glosses, or theoretical discussions.

Etymology and orthography: as a neologism, nottypically derives from straightforward compounding of not with typically. It is not widely listed in major dictionaries, and its appearance is mostly confined to academic papers, discussion forums, and data annotation conventions. Style guides generally prefer the conventional form not typically in formal prose, reserving the single-token version for specialized tagging or theoretical exposition.

Semantics and pragmatics: the adverb encodes a scalar sense of atypicality, signaling that a given instance lies outside a normative expectation. It contrasts with typically, which asserts conformity, and with atypically, which can carry evaluative nuance. See also typicality, negation, and outlier labeling.