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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 indicates that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "The data indicates that" is correct and usable in written English.
You can use it 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
Science
News & Media
Alternative expressions(20)
it suggests that
The findings suggest that
It demonstrates that
It evidences that
it indicates that
It testifies that
It discovers that
the data reveals that
This suggests that
the analysis shows that
It highlights that
The evidence suggests that
This demonstrates that
It showcases that
It suggests that
it demonstrates that
the data suggests that
It proves that
It acknowledges that
The data indicated that
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
The data indicates "that during the first half of the year, we are going to see manufacturing regain some momentum," said Norbert Ore, chairman of the institute's manufacturing report.
News & Media
"The data indicates that there is persistent reluctance to report sexual assault," he said.
News & Media
The data indicates that his work peaked in price two decades ago and has trailed off since.
News & Media
The data indicates that while Windows Phone is seeing record developer interest, Windows itself is slipping.
News & Media
The data indicates that there is almost one NMP solvent molecule lost per imidization reaction.
Science
The data indicates that there is little in the way of vocal grassroots support in opposition of net neutrality.
News & Media
The data indicates that P. nalgiovense converts 2,3-butanedione and 3-hydroxy-2-butanone to 2-butanone.
Science
The data indicates that academic accountants are divided in their perceptions of and reactions to the RAE.
The data indicates that the fragile eurozone economy may be gradually improving, although there are big disparities between individual countries.
News & Media
The data indicates that TADs and the mode choices of residents in these neighbourhoods is a missed transport policy opportunity.
Science
The data indicates that the NF architecture enhances the osteogenic differentiation of the hESC compared to more traditional scaffolding architecture.
Science
Expert writing Tips
Best practice
When using "The data indicates that", ensure the data you're referencing is clearly defined and accessible, allowing readers to verify your claims.
Common error
Avoid using "The data indicates that" to present speculative interpretations as definitive facts. Ensure your claims are directly supported by the data and avoid making overly broad generalizations.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "The data indicates that" serves as an introductory clause signaling that a statement or conclusion is based on factual information derived from data. Ludwig AI confirms its correctness for expressing data-driven insights.
Frequent in
Science
35%
News & Media
33%
Formal & Business
10%
Less common in
Wiki
4%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "The data indicates that" is a versatile and commonly used phrase to introduce data-driven conclusions. As Ludwig AI highlights, it's grammatically sound and appropriate for various contexts, particularly science and news reporting. While "the data suggests that" offers a less assertive alternative, remember to ensure your claims are well-supported by the data itself, avoid overstatements, and provide accessible data for verification.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
The data suggests that
Less assertive, implying a possibility rather than a definite conclusion.
The data reveals that
Highlights the act of uncovering something previously unknown.
The data demonstrates that
Emphasizes the data's ability to prove or validate a point.
The data implies that
Focuses on the indirect suggestion or inference drawn from the data.
According to the data
Directly attributes the information to the data itself.
The analysis shows that
Highlights the process of examining the data to reach a conclusion.
The findings suggest that
Emphasizes the results of an investigation or study.
The evidence points to
Suggests a direction or trend supported by the data.
From the data, we can infer that
Explicitly states the act of drawing a conclusion based on the data.
The results lead us to believe that
Indicates a belief or opinion formed as a result of analyzing the data.
FAQs
How can I use "The data indicates that" in a sentence?
Use "The data indicates that" to introduce a conclusion or finding that is supported by specific data. For example, "The data indicates that there is a correlation between increased exercise and improved sleep quality."
What are some alternatives to "The data indicates that"?
You can use alternatives like "the data suggests that", "the data reveals that", or "the analysis shows that" depending on the nuance you want to convey.
Is it better to say "The data indicates that" or "The data suggests that"?
The choice depends on the strength of the evidence. "The data indicates that" implies a stronger, more direct connection, while "the data suggests that" implies a weaker, more tentative connection.
What's the difference between "The data indicates that" and "The data proves that"?
"The data indicates that" means the data supports a conclusion, while "the data proves that" means the data provides conclusive evidence. "The data indicates that" is generally preferred in scientific contexts where absolute proof is rare.
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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