Used and loved by millions
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
each data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "each data" is correct and can be used in written English.
It is typically used to refer to individual pieces of information or facts. For example, "We need to analyze each data point individually to get accurate results."
✓ Grammatically correct
Science
News & Media
Alternative expressions(4)
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
59 human-written examples
Each data set has its limitations.
News & Media
Chris Giles's original blogpost contains a detailed plot of each data series.
News & Media
A z-score can be computed for each data value.
Encyclopedias
You'll find a link within each data page to a spreadsheet where you can see the data.
News & Media
Each data point represents a compound set.
Science
Each data set is described below.
Science
Each data point marks a version release.
Science
Each data point is mean ± SEM.
Science
Each data represents the mean ± standard deviation.
Science
The algorithm processes each data frame individually.
Each data point represents one studied animal.
Science
Expert writing Tips
Best practice
Ensure that "each data" is followed by a singular verb when referring to a single instance; however, be aware that the term data is often treated as plural.
Common error
A common mistake is treating "data" as singular after "each data", leading to grammatical errors. Remember that "data" is often treated as a plural noun, even when preceded by "each". Consider rephrasing to "each data point" or "each set of data" to avoid this issue.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "each data" functions as a determiner followed by a noun, modifying the noun "data". This indicates a focus on individual instances or aspects of the data being discussed. Ludwig AI confirms that "each data" is correct and usable in written English.
Frequent in
Science
73%
News & Media
19%
Encyclopedias
2%
Less common in
Formal & Business
2%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "each data" is grammatically correct and commonly used, particularly in science and news contexts. As confirmed by Ludwig AI, it emphasizes individual data elements or sets. While versatile, it's important to consider the potential for ambiguity and ensure clarity by specifying "each data point" or "each data set" where necessary. Remember that "data" is often treated as a plural noun. Related phrases like "every piece of data" and "individual data element" offer nuanced alternatives. The usage of "each data" across diverse sources underscores its utility in clearly indicating a focus on individual data components.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
every piece of data
Replaces "each" with "every" and "data" with "piece of data", emphasizing individual components.
individual data element
Highlights the singularity of each data point using "individual" and specifies "element".
every data point
Substitutes "each" with "every" and clarifies "data" as a "point", common in statistical contexts.
each item of data
Replaces "data" with "item of data", stressing the discrete nature of the information.
every set of data
Shifts focus to sets rather than individual items, useful when data is grouped.
individual datum
Uses the singular form "datum" to underscore the distinctness of each data value.
each data entry
Specifies "entry" to refer specifically to data recorded in a structured format.
every data record
Emphasizes structured data in a record format, suitable for databases and datasets.
each value in the data
Highlights specific values within a larger dataset, adding context.
individual data component
Uses "component" to describe each piece as part of a larger structure.
FAQs
How can I use "each data" in a sentence?
You can use "each data" to refer to individual pieces of information, like in the sentence, "each data point represents one studied animal".
What's a good substitute for "each data"?
Depending on the context, alternatives like "every piece of data", "individual data element", or "every data point" can be used.
Is it more correct to say "each data" or "every data"?
While both are understandable, "each data" is more common when emphasizing the individual nature of the data. "Every data" can sound slightly less natural. Consider the context to determine which fits best.
How does the meaning change if I use "each data set" instead of "each data"?
Using "each data set" implies you are referring to collections of data. In comparison, "each data" can refer to individual data values or entries, so specifying "data set" clarifies that you are talking about entire collections of related data.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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
4.5/5
Expert rating
Real-world application tested