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
data is
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data is" is correct and usable in written English.
It can be used when referring to data as a singular mass noun, often in contexts related to statistics, analysis, or technology. Example: "The data is conclusive, showing a clear trend in user behavior over the past year."
✓ Grammatically correct
News & Media
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
60 human-written examples
"Data is data.
News & Media
Data is not weighted.
News & Media
Hard data is scant.
News & Media
Communications data is.
News & Media
Data is their currency.
News & Media
Everybody's data is important.
News & Media
"The data is mixed".
News & Media
Data is the key.
News & Media
"Data is incredibly liberating".
News & Media
The data is terrifying.
News & Media
This data is static.
News & Media
Expert writing Tips
Best practice
When using "data is", ensure the context implies a singular, collective entity. For instance, "the data is being analyzed" suggests the data is treated as a whole. If dealing with individual data points, consider "the data are" or rephrase to emphasize individual elements.
Common error
Avoid using "data is" when referring to specific data points. It's more appropriate to say, "the data points are", or rephrase to, "the individual data points show" to maintain grammatical accuracy.
Source & Trust
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data is" functions as a statement of fact or condition. It is used to assert a characteristic, state, or attribute of data, treating it as a singular, collective noun. The correctness and usability of this phrase are supported by Ludwig.
Frequent in
News & Media
98%
Science
1%
Formal & Business
1%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "data is" is grammatically correct and very common in written English. As supported by Ludwig, it's used to describe data as a singular, collective entity and is suitable for various contexts, especially in news and media. While "data are" exists, "data is" is generally favored when data is treated as a whole. Remember to ensure subject-verb agreement and context clarity when using this phrase. Ludwig's examples and analysis support this widespread usage.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
the information is
Replaces "data" with the more general term "information".
the data indicates
Similar in meaning, replacing "is" with "indicates" to emphasize suggestion.
the dataset shows
Highlights that a group of data showcases certain information.
the analysis confirms
Emphasizes the result of analyzing data.
the data proves
Emphasizes the conclusiveness of the data.
the evidence suggests
Focuses on the implications of data as supporting evidence.
the results demonstrate
Highlights the outcome shown by the data.
the facts indicate
Highlights the factual nature of the data.
the figures show
Emphasizes the numerical aspect of data presentation.
the statistics reveal
Specifically refers to statistical data.
FAQs
How do I use "data is" in a sentence?
Use "data is" when referring to data as a singular, collective entity. For example, "The "data is" being used to improve the system."
What are some alternatives to using "data is"?
Depending on the context, you can use phrases like "the information is", "the evidence suggests", or "the results demonstrate".
When is it appropriate to use "data are" instead of "data is"?
While "data is" treats data as a singular mass noun, "data are" treats data as plural. Some find "data are" appropriate when referring to individual data points. However, using ""data is"" and adjusting the sentence for clarity is more common in modern usage.
Is "data is" formal or informal?
The phrase ""data is"" is suitable for both formal and informal contexts, depending on the surrounding language and the overall tone of the writing. It's frequently used in news reports, academic papers, and business communications.
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
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested