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all data are vs all data is

Both 'all data are' and 'all data is' can be correct depending on the context. 'All data are' is used when referring to data as a plural noun, while 'all data is' is used when treating data as a singular mass noun. The choice between the two depends on whether you are emphasizing the individual pieces of data or considering data as a whole.

Last updated: March 08, 2024 • 6707 views

all data are

This phrase is correct when referring to data as a plural noun.

Use 'all data are' when you want to emphasize that data is composed of individual pieces or when treating data as a plural noun.

Examples:

All data are stored in the database.
All data are important for the analysis.

Show examples from the web [+]

"All data is" or "All data are"? "All data is" or "All data are"? Should the verb agreement for "all data" be singular or plural?
All Data Are Belong to AWS: Streaming upload via Fluentd. by Jeff Barr | on 06 AUG 2014 | Guest Post, Kinesis | Permalink. I've got a special treat for you today!
May 13, 2013 ... Not All Data Are Equal. Follow on Twitter · Subscribe. ARCHIVES. By Contributor, Alan Balutis, Aliya Sternstein, Allan Holmes, Andrew Lapin ...
Define an approach that ensures all data are explicitly validated. Introduction, Mission Statement, Preamble · Earn or give, but never assume, trust · Use an ...

Alternatives:

All the data are
The data are all

all data is

This phrase is correct when treating data as a singular mass noun.

Use 'all data is' when you want to refer to data as a collective entity or when treating data as a singular mass noun.

Examples:

All data is being processed.
All data is valuable for decision-making.

Show examples from the web [+]

"All data is" or "All data are"? "All data is" or "All data are"? Should the verb agreement for "all data" be singular or plural?
[a quantity of data] is / are · <all the data> <any data> that you may need · <The?> submission of basic personal data is obligatory. "All data is" or "All data are"?
Sep 12, 2014 ... The starting point when minimising costs and optimising backup through the use of such tools is for businesses to realise that not all data is ...
All Data is Not Created Equal. September 24, 2014. I spent a couple hours this afternoon chatting with the head of Data Science at a Fortune 100 company, and ...

Alternatives:

All the data is
The data is all

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