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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 more common in British English and is used when referring to data as a plural noun. 'All data is' is more common in American English and 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. It can also depend on which variant of English you are using (UK or US).
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Explained by Jennifer
Editor at TextRanch

Last updated: January 21, 2025 • 6936 views

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

"all data are"

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.
  • Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines.
  • Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines.
  • Aug 31, 2018 ... Not all data are equal: Influence of data type and amount in spatial conservation prioritisation · 3 Simulation analysis. We verify the ...
  • Jul 29, 2012 ... ProQuest Dissertation & Theses - all data are missing except the title name ... I am sure I am using the most updated Zotero (3.0.8). When I save ...
  • Feb 7, 2024 ... Hi, lost the access to my account, renew the access and my projects and all data are lost… Please help me.
  • Amazon.com: All Data Are Local: Thinking Critically in a Data-Driven Society: 9780262039666: Loukissas, Yanni Alexander: Books.
  • Mar 2, 2009 ... All data are not created equal. Ushma S. Neill, Executive Editor. Find articles by Neill, U. in: JCI | PubMed | Google Scholar. Published March ...
  • All data are not created equal. J Clin Invest. 2009 Mar;119(3):424. doi: 10.1172/JCI38802. Epub 2009 Mar 2. Author. Ushma S Neill. PMID: 19252257; PMCID ...
  • Feb 9, 2024 ... After workout all data are ok, but steps are deleted. Think that I turned on all necessary permissions, after some time passed from the ...
  • Not All Data are Created Equal: Data and Pointer Prioritization for Scalable Protection Against Data-Oriented Attacks. Authors: Salman Ahmed, IBM Research ...

Alternatives:

  • All the data are
  • The data are all

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

"all data is"

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.
  • Dec 20, 2023 ... Hello, I have a question in relation to cards: how can the "warning not all data is shown" be removed from a card, such as below? Thanks!
  • Oct 14, 2021 ... The "All data is in memory" error is usually comes from the com.mulesoft.ch.logging.appender.core.CloudhubLogAppender object, that has a full buffer to log ...
  • Jan 19, 2023 ... All data is lost! ... Just logged in and saw that all the bank accounts and transactions are gone! Thank god I already ran my reports for 2022… I ...
  • Disconcerting Sync issue message saying all data is about to be deleted! Support · acroft 16 January 2024 14:10 1. Operating system. Windows ...
  • May 18, 2021 ... all data is gone can I get it back? my MacBook was having some weird issues so I reinstalled the OS from recovery mod hoping it would fix it ...
  • Aug 10, 2021 ... How to create table when all data is in one column on the basis of multiple conditions · Labels: · Workflow.
  • Mar 6, 2024 ... Monarch Down? Looks like all data is gone. Account Connection.
  • All data is null. ‎08-25-2022 05:11 PM. Hi all,.
  • Sep 25, 2021 ... Profiles not visible in browser even when all data is visible in "Brave-Browser\User Data" · Browser Support Desktop Support · windows.
  • May 20, 2024 ... All data is gone! Dont know what happened..? Help! ... After installing zotero on my new computer, I synced it and all my data disappeared in both ...

Alternatives:

  • All the data is
  • The data is all

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