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 indicates that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data indicates that" is correct and usable in written English.
It can be used when presenting findings or conclusions drawn from data analysis or research. Example: "The data indicates that there is a significant correlation between exercise and improved mental health."
✓ Grammatically correct
News & Media
Science
Alternative expressions(20)
it should be easy
it promises to become
data had demonstrated that
is confirmed to be
it seemed as though
one might think that
it appear as if
practically as if
it has been verified that
one might feel
constituted to be
it ought to be
it sees
there seems to be
it is expected to be
it proves to be
is revealed to be
the data demonstrates that
it looks like
it gives the impression of
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
And some data indicates that dollar movements play a big role in investor returns.
News & Media
The firm's data indicates that well over 100,000 people have "Grey Album" tracks on their hard drives.
News & Media
But a review of more than 30 years of Turner prize data indicates that the tide is turning.
News & Media
Instead, this data indicates that asteroids could strike us in waves, the result of some unwitnessed breakup out in space.
News & Media
Sadly, more than 12 years of empirical first-class data indicates that such a happy outcome is unlikely.
News & Media
IdleAire's usage data indicates that 40percentt of long-haul truckers have tried the company's stops, according to Dr. Gaines.
News & Media
Instead, the data indicates that consumer spending is resilient, despite the surge in oil and gasoline prices this year.
News & Media
City data indicates that reports of antigay bias crimes have been rising.
News & Media
Fed data indicates that commercial real estate loan volumes are down, and so are consumer loans.
News & Media
"The data indicates that there is persistent reluctance to report sexual assault," he said.
News & Media
Our data indicates that stereotypy of attacks is uncommon.
Expert writing Tips
Best practice
When using "data indicates that", ensure the data source is reliable and clearly cited to maintain credibility.
Common error
Avoid using "data indicates that" when the evidence is weak or inconclusive. Instead, use phrases like "data tentatively suggests" or "data hints at".
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data indicates that" functions as an introductory phrase to present findings or conclusions derived from data analysis. Ludwig AI confirms its correctness and usability, evident in numerous examples across diverse contexts.
Frequent in
Science
37%
News & Media
56%
Formal & Business
7%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "data indicates that" is a grammatically correct and widely used construction to introduce findings supported by data. Ludwig AI confirms this assessment. It's commonly found in news, scientific, and formal business contexts. When using this phrase, ensure the data source is reliable and avoid overstating the strength of the evidence. Alternatives such as "data suggests that" or "the evidence suggests that" can be used depending on the context. By following these guidelines, you can effectively and accurately convey information supported by data.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data suggests that
Replaces "indicates" with "suggests", implying a less definitive conclusion.
data reveals that
Uses "reveals" instead of "indicates", suggesting the data uncovers something previously unknown.
data demonstrates that
Substitutes "indicates" with "demonstrates", implying a stronger, more conclusive showing.
the evidence suggests that
Replaces "data" with "evidence" and "indicates" with "suggests", offering a slightly more formal tone.
the findings suggest that
Uses "findings" to replace "data", emphasizing the result of analysis, and "suggests" instead of "indicates".
analysis suggests that
Replaces "data" with "analysis" and "indicates" with "suggests", shifting focus to the analytical process.
research suggests that
Substitutes "data" with "research", framing it within a broader investigative context, and "suggests" instead of "indicates".
the results imply that
Uses "results" in place of "data" and "imply" instead of "indicate", suggesting an indirect conclusion.
evidence points to
A more figurative expression replacing both "data" and "indicates" with a directional metaphor.
observations suggest
Changes "data" to "observations", emphasizing empirical evidence, and "suggests" for "indicates".
FAQs
How to use "data indicates that" in a sentence?
Use "data indicates that" to introduce a conclusion or finding supported by data, such as "The "data indicates that" there is a correlation between exercise and mental health".
What can I say instead of "data indicates that"?
You can use alternatives like "data suggests that", "the evidence suggests that", or "analysis suggests that" depending on the context.
Is it appropriate to use "data indicates that" in formal writing?
Yes, ""data indicates that"" is appropriate for formal writing, especially when presenting research findings or analytical conclusions. Make sure to cite your data source.
What is the difference between "data indicates that" and "data proves that"?
"Data indicates that" suggests a trend or correlation, while "data proves that" implies conclusive evidence. "Data indicates that" is generally a more cautious and accurate phrasing.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested