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
this data represents
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "this data represents" is correct and usable in written English.
You can use it to introduce data or information that will be discussed in the document. For example: "This data represents the number of people who live in urban areas across the country."
✓ Grammatically correct
Science
News & Media
Alternative expressions(15)
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
27 human-written examples
"This data represents children's lives, and the rise in numbers shows a greater awareness of the life-threatening situations some children live in, day-by-day, with no light on their horizon".
News & Media
This data represents real-life usage on a huge scale, totaling 475,190 man-hours.
News & Media
While statistically significant, this data represents a mere six pounds for 200-pound person.
News & Media
This data represents the most comprehensive investigation of population sub-structure within Indonesia to date using these markers.
While this data represents that growth visually, it is taken from American Booksellers Association membership rolls which might not reflect the true number of indie bookstores.
News & Media
As for how many people this data represents, Baptiste said Onswipe (which recently upgraded its platform) reaches 31 million unique visitors each month on the mobile web.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
33 human-written examples
This data represent the systems challenged without biofilm conditioning.
This data represented the use of medicines among hospitalized patients majority of which have co-morbidities.
This data represented the functional innovative patterns following WGD or WGT events.
Science
Along with Sohar city, the capital of Sohar province, this data represented a total of 59 villages.
Science
This data represent further evidence that the ISG is indeed a functionally distinct organelle from the TGN.
Expert writing Tips
Best practice
When using "this data represents", ensure that the data being referenced is clearly defined and accessible to the reader. Provide context for the data to avoid misinterpretation.
Common error
Avoid using "this data represents" as a blanket statement without providing sufficient nuance. Acknowledge limitations and potential biases within the data to maintain credibility.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "this data represents" functions as an introductory phrase to present and contextualize specific information. It sets the stage for explaining what the data signifies, as seen in Ludwig's examples.
Frequent in
Science
50%
News & Media
32%
Formal & Business
18%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "this data represents" is a grammatically sound and frequently employed expression used to introduce and interpret information derived from datasets. As indicated by Ludwig, it is commonly found in scientific and news contexts, serving the purpose of informing and clarifying the significance of the presented data. While its usage is generally straightforward, it's essential to provide sufficient context and acknowledge any limitations to ensure accurate interpretation. Alternatives like "this information indicates" or "the results suggest" can be used depending on the specific nuances you wish to convey. By following these guidelines, you can effectively use "this data represents" to enhance the clarity and impact of your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
this information indicates
Replaces "data" with "information" and "represents" with "indicates", focusing on the informative aspect.
these figures illustrate
Substitutes "data" with "figures" and "represents" with "illustrate", emphasizing the visual presentation of the information.
the data suggests
Replaces "represents" with "suggests", implying that the data hints at a conclusion but doesn't definitively prove it.
the results indicate
Uses "results" instead of "data" and "indicate" instead of "represents", suitable when referring to research findings.
this analysis shows
Replaces "data" with "analysis" and "represents" with "shows", highlighting the outcome of a detailed examination.
the evidence points to
Substitutes the whole phrase with a more metaphorical expression indicating directionality of the data.
the statistics reflect
Replaces "data" with "statistics" and "represents" with "reflect", appropriate when dealing with numerical information.
this evidence constitutes
Emphasizes that the data forms a part of a larger whole or argument.
the figures portray
Uses "figures" to denote data and "portray" to suggest a depiction or visual representation.
these findings demonstrate
Emphasizes the conclusive nature of the data, showing a clear outcome or effect.
FAQs
How can I use "this data represents" in a sentence?
Use "this data represents" to introduce information extracted from a dataset. For example, "This data represents the increase in sales over the past quarter".
What are some alternatives to using "this data represents"?
You can use alternatives like "this information indicates", "the data suggests", or "the results indicate" depending on the specific context.
Is it appropriate to use "this data represents" in formal writing?
Yes, "this data represents" is suitable for formal writing, especially in reports, academic papers, and business documents where you need to present and interpret data.
How does "this data represents" differ from "this data shows"?
"This data represents" implies a broader depiction or interpretation, while "this data shows" suggests a more direct and evident display of information. Both are correct, but their nuance differs slightly. Using "this analysis shows" has a slightly different meaning.
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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
4.5/5
Expert rating
Real-world application tested