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The word ''data'' is most often used as a singular
mass noun In linguistics, a mass noun, uncountable noun, non-count noun, uncount noun, or just uncountable, is a noun with the syntactic property that any quantity of it is treated as an undifferentiated unit, rather than as something with discrete elemen ...
in educated everyday usage. However, due to the history of the word, considerable controversy has existed on whether it should be considered a mass noun used with verbs conjugated in the singular, or should be treated as the plural of the now-rarely-used ''datum''.


Usage in English

In one sense, ''data'' is the
plural form The plural (sometimes list of glossing abbreviations, abbreviated pl., pl, or ), in many languages, is one of the values of the grammatical number, grammatical category of number. The plural of a noun typically denotes a quantity greater than the ...
of ''datum''. ''Datum'' actually can also be a
count noun In linguistics, a count noun (also countable noun) is a noun that can be modified by a quantity and that occurs in both singular and plural forms, and that can co-occur with quantificational determiners like ''every'', ''each'', ''several'', et ...
with the plural ''datums'' (see usage in
datum In the pursuit of knowledge, data (; ) is a collection of discrete values that convey information, describing quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted. ...
article) that can be used with cardinal numbers (e.g., "80 datums"); ''data'' (originally a Latin plural) is not used like a normal count noun with cardinal numbers and can be plural with such plural determiners as ''these'' and ''many'' or as a mass noun with a verb in the
singular Singular may refer to: * Singular, the grammatical number that denotes a unit quantity, as opposed to the plural and other forms * Singular homology * SINGULAR, an open source Computer Algebra System (CAS) * Singular or sounder, a group of boar, ...
form. Even when a very small quantity of data is referenced (one number, for example), the phrase ''piece of data'' is often used, as opposed to ''datum''. The debate over appropriate usage continues, but "data" as a singular form is far more common. In
English English usually refers to: * English language * English people English may also refer to: Peoples, culture, and language * ''English'', an adjective for something of, from, or related to England ** English national ide ...
, the word ''datum'' is still used in the general sense of "an item given". In
cartography Cartography (; from grc, χάρτης , "papyrus, sheet of paper, map"; and , "write") is the study and practice of making and using maps. Combining science, aesthetics and technique, cartography builds on the premise that reality (or an im ...
,
geography Geography (from Greek: , ''geographia''. Combination of Greek words ‘Geo’ (The Earth) and ‘Graphien’ (to describe), literally "earth description") is a field of science devoted to the study of the lands, features, inhabitants, and ...
,
nuclear magnetic resonance Nuclear magnetic resonance (NMR) is a physical phenomenon in which nuclei in a strong constant magnetic field are perturbed by a weak oscillating magnetic field (in the near field) and respond by producing an electromagnetic signal with a ...
and
technical drawing Technical drawing, drafting or drawing, is the act and Academic discipline, discipline of composing Plan (drawing), drawings that Visual communication, visually communicate how something functions or is constructed. Technical drawing is essent ...
, it is often used to refer to a single specific reference datum from which distances to all other data are measured. Any measurement or result is a ''datum'', though ''data point'' is now far more common. ''Data'' is indeed most often used as a singular mass noun in educated everyday usage. Some major newspapers, such as ''
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
'', use it either in the singular or plural. In ''The New York Times'', the phrases "the survey data are still being analyzed" and "the first year for which data is available" have appeared within one day. ''
The Wall Street Journal ''The Wall Street Journal'' is an American business-focused, international daily newspaper based in New York City, with international editions also available in Chinese and Japanese. The ''Journal'', along with its Asian editions, is published ...
'' explicitly allows this usage in its style guide. The
Associated Press The Associated Press (AP) is an American non-profit news agency headquartered in New York City. Founded in 1846, it operates as a cooperative, unincorporated association. It produces news reports that are distributed to its members, U.S. newspa ...
style guide classifies ''data'' as a collective noun that takes the singular when treated as a unit but the plural when referring to individual items (e.g., "The data is sound" and "The data have been carefully collected"). In
scientific writing Scientific writing is writing for science. English-language scientific writing originated in the 14th century, with the language later becoming the dominant medium for the field. Style conventions for scientific writing vary, with different focu ...
, ''data'' is often treated as a plural, as in ''These data do not support the conclusions'', but the word is also used as a singular mass entity like ''information'' (e.g., in computing and related disciplines). British usage now widely accepts treating ''data'' as singular in standard English, including everyday newspaper usage at least in non-scientific use. UK scientific publishing still prefers treating it as a plural. Some UK university style guides recommend using ''data'' for both singular and plural use, and others recommend treating it only as a singular in connection with computers. The
IEEE Computer Society The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operati ...
allows usage of ''data'' as either a mass noun or plural based on author preference, while
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
in the editorial style manual indicates to always use the plural form. Some professional organizations and style guides require that authors treat ''data'' as a plural noun. For example, the
Air Force Flight Test Center The Air Force Test Center (AFTC) is a development and test organization of the United States Air Force. It conducts research, development, test, and evaluation of aerospace systems from concept to deployment. It has test flown every aircraft in ...
once stated that the word ''data'' is always plural, never singular.


References

{{reflist Information science Etymologies English words