plural in form but singular or plural in construction
often attributive
1
: factual information (such as measurements or statistics) used as a basis for reasoning, discussion, or calculation
We spent hours reviewing data from the experiment.
They made their decisions based on the survey data.
The data is plentiful and easily available.—
H. A. Gleason, Jr.
The city saw about 15 more cloudy days this year compared with the previous years, the data show.—
Rebecca Ellis and Phi Do
2
: information in digital form that can be transmitted or processed
an expert in data retrieval
There was too much data for the computer to process.
3
philosophy
: information that is output by a sensing device or organ and that must be processed to be meaningful
According to an old philosophical and psychological tradition, sensation is an essentially passive affair; the senses present us with data and we have no choice but to accept.—
W. H. Walsh
Data comes from the plural of datum, a technical word that refers to a single piece of information. Data continues to function as a plural, especially in technical and formal writing, taking a plural verb and plural modifiers (such as these, many, a few).
The data are compelling.
These data are incorrect.
More data are needed.
As for the data currently available, they are inconclusive.
More commonly, however, data refers to masses or collections of pieces of information, and functions much like the word information itself, taking a singular verb and singular modifiers (such as this, much, little).
The data is compelling.
Little data is available.
That data is flawed.
Is this data accurate?
As for the data we've seen, it's inconclusive.
Both constructions are standard.
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Merriam-Webster unabridged




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