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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
every data
Grammar usage guide and real-world examplesUSAGE SUMMARY
"every data" can be used in written English, but it may not be the most common or natural way to phrase it.
A more common way to refer to a collection of information or facts would be "every piece of data" or "all the data." However, "every data" can be used in certain contexts, such as when discussing data as a collective noun or in a more technical or formal setting. Example: The researchers collected every data point they could find on the subject before conducting their analysis.
Science
News & Media
Alternative expressions(2)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
58 human-written examples
Every data run tells a different human story, he said.
News & Media
We wanted to make every feeling feel real even though every data point might not be".
News & Media
"Every data item is being verified at least once," said Christine Clifford, vice president of Access Mortgage Research & Consulting.
News & Media
My approach to finding the data was to assume that every data point began from "none or unclear" as a starting point.
News & Media
Its algorithm attaches an automatic weighting to every data point, according to its consistency with comparable readings.
News & Media
"Every data point I look at seems to be incorrect".
Science & Research
Every data source includes a quality assurance log file.
Science
Thus, a table was created for every data computation applied.
Science
This action is performed for every data point, and the ESS charge state is updated for every data point.
"Every data driven business is one of arbitrage," he said.
News & Media
"Every data point is new opportunity," Raddon said.
News & Media
Expert writing Tips
Best practice
When referring to data, consider using "every data point" or "each data set" for clarity and precision.
Common error
Avoid using "every data" when you specifically mean "every data point". The term "data" is often treated as plural, so using "every" can sound awkward.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "every data" functions as a determiner followed by a noun. While grammatically understandable, it is often more natural to use alternative phrasings like "every data point" or "all data". Ludwig notes that it's acceptable but not the most common.
Frequent in
Science
61%
News & Media
25%
Wiki
3%
Less common in
Formal & Business
2%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, while "every data" is grammatically acceptable, as noted by Ludwig, it is generally more precise and natural to use phrases such as "every data point" or "each data set". The phrase appears most frequently in scientific and technical contexts, emphasizing a comprehensive examination of individual data elements. When writing, consider the specific meaning you intend to convey and choose the phrasing that provides the greatest clarity. While widespread, according to Ludwig, it's important to consider stronger options.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
all data points
Replaces "every data" with a phrase emphasizing individual data entries.
each data element
Emphasizes the individual components within a dataset.
every piece of information
Uses a broader term to encompass data as a form of information.
each set of data
Focuses on individual collections or groupings of data.
every data record
Highlights the individual records contained within a database or dataset.
all data available
Emphasizes the entirety of accessible data.
each datum
Uses the singular form "datum" to refer to individual data points.
every item of data
Breaks down "data" into individual "items".
each data stream
Focuses on continuously flowing data.
the complete dataset
Refers to the entirety of the collected data.
FAQs
How can I use "every data" in a sentence?
While "every data" isn't the most common phrasing, you can use it to emphasize that each individual piece of data is being considered. For example: "Every data point was analyzed for anomalies."
What's a more common way to say "every data"?
Alternatives include "every piece of data", "all the data", or "each data point", depending on your specific meaning.
Is "every data" grammatically correct?
Ludwig indicates that "every data" is acceptable but not the most natural phrasing. It's often better to use "every piece of data" or "all data".
What's the difference between "every data" and "all data"?
"Every data" implies considering each individual piece, while "all data" refers to the data as a whole. The best choice depends on the context.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested