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
the data suggest
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "the data suggest" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data analysis, indicating that the data points to a certain interpretation or trend. Example: "The data suggest that there is a significant correlation between exercise and improved mental health."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(20)
the evidence suggests
the data suggests
findings suggest
research indicates
this study confirms
this study demonstrates
this paper argues
this trial demonstrates
this study pertains
this study suggests
this study creates
this study implies
the figures suggest
the circumstances suggest
the research indicates
the analysis shows
the results confirm
this study reveals
the results suggest
the study illustrates
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
So far the data suggest otherwise.
News & Media
In fact, the data suggest otherwise.
News & Media
But the data suggest that calorie restriction is more powerful.
News & Media
The data suggest convincingly that the 2004 program did work".
News & Media
Yet that is exactly what the data suggest.
News & Media
"The data suggest that some people are awake," Dr. Lubarsky said.
News & Media
"The data suggest that detention itself creates enough pressure to increase guilty pleas," the authors wrote.
News & Media
The data suggest that the size of this tail is increasing".
News & Media
High-speed Internet users in particular are drawn to travel sites, the data suggest.
News & Media
The data suggest, though, that perhaps the warning should apply to whole airports.
News & Media
And the data suggest that most Dutch doctors are careful.
News & Media
Expert writing Tips
Best practice
Use "the data suggest" when you want to present a conclusion that is supported by evidence but not definitively proven. It acknowledges the possibility of alternative interpretations.
Common error
Avoid using "the data suggest" when the data provides definitive proof. In such cases, stronger verbs like 'prove', 'confirm', or 'establish' are more appropriate. Using weaker verbs where stronger ones are justified undermines the strength of the evidence.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "the data suggest" functions as a hedge, used to express conclusions drawn from data in a cautious and qualified manner. According to Ludwig AI, it indicates that the data supports a particular interpretation, but does not provide absolute certainty. It introduces findings with a degree of uncertainty.
Frequent in
News & Media
42%
Science
39%
Formal & Business
19%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "the data suggest" is a phrase used to introduce conclusions or insights derived from data analysis without making definitive claims. Ludwig AI confirms its grammatical correctness and widespread use. It is primarily found in News & Media and Science contexts, indicating its suitability for formal and neutral communications. When using the phrase, ensure that the data is well-defined and the conclusions are appropriately qualified. Alternatives like "the data indicate" or "the evidence suggests" can be used to convey similar meanings.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
the data indicate
Replaces 'suggest' with 'indicate', implying a more direct pointing of the data towards a conclusion.
the data imply
Uses 'imply' instead of 'suggest', indicating that the data hints at a conclusion without stating it explicitly.
the data demonstrate
Substitutes 'suggest' with 'demonstrate', suggesting a stronger, more conclusive finding.
the data reveal
Replaces 'suggest' with 'reveal', implying that the data uncovers or exposes something.
the data point to
Uses a more directional phrase, indicating that the data is guiding towards a specific conclusion.
the evidence suggests
Replaces 'data' with 'evidence', broadening the scope of what's being considered while maintaining a similar meaning.
analysis of the data indicates
Adds 'analysis of' to specify the interpretive process, making the statement more formal and precise.
findings suggest
Uses 'findings' instead of 'data', focusing on the results of an investigation.
research indicates
Similar to 'findings suggest', but emphasizing the research process itself as providing the suggestion.
the information implies
Replaces 'data' with 'information', making it appropriate for contexts where the evidence is not strictly numerical.
FAQs
How can I use "the data suggest" in a sentence?
You can use "the data suggest" to introduce a conclusion that is supported by data but not definitively proven. For example, "The data suggest that there is a correlation between exercise and mental health".
What are some alternatives to "the data suggest"?
Alternatives include phrases like "the data indicate", "the data imply", or "the evidence suggests", depending on the level of certainty you wish to convey.
Is it appropriate to use "the data suggests" instead of "the data suggest"?
No, "data" is a plural noun, so the correct verb form is "suggest". Therefore, "the data suggests" is grammatically incorrect.
What's the difference between "the data suggest" and "the data prove"?
"The data suggest" implies that the data supports a particular conclusion but does not definitively establish it. "The data prove" indicates a much stronger level of evidence, where the data leaves no room for doubt. It's crucial to choose the phrase that accurately reflects the strength of the evidence.
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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested