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 demonstrates that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "the data demonstrates that" is correct and usable in written English.
You can use it when presenting evidence or findings that support a particular conclusion or argument based on data analysis. Example: "The data demonstrates that there is a significant correlation between exercise and improved mental health."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
the data indicates that
the data suggests that
the data shows that
the data confirms that
the data reveals that
the data illustrates that
the evidence demonstrates that
the findings indicate that
the research shows that
analysis reveals that
the research demonstrates that
studies reveal that
findings suggest that
the ruling shows that
the research demonstrated that
the video shows that
the studies indicate that
the research indicates that
the evidence suggests that
the study shows 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
40 human-written examples
"With respect to the neuroimaging data, while [the Court] find[s] that the data demonstrates that areas of the defendant's brain are functioning abnormally, Dr. Gur's testimony did not convince the Court that the totality of the defendant's brain abnormalities would lead to a diagnosis of sufficiently sub-average intelligence".
News & Media
The data demonstrates that this distribution is unimodal and skewed to the right.
Figure 2. The data demonstrates that no technique is accurate to standing height measurement and that most underestimate true height.
The data demonstrates that caregivers' perceptions are very positive toward emergent literacy programming in terms of learning and the environment.
The analysis of the data demonstrates that the relationship between the sulfate attack expansion and time is not linear.
The ANOVA of the data demonstrates that the means of utilitarian and hedonic walking trips frequency are significantly different between the neighborhoods.
Human-verified similar examples from authoritative sources
Similar Expressions
20 human-written examples
But the data demonstrate that our delinquency and loss rates are markedly lower than industry norms.
News & Media
This, Jones told a briefing at the Science Media Centre in London, was because the graphs needed to show what the data demonstrated, that there was a warming trend in both sets, from 1901-2005 and 1970-2005: "Those periods show warming.
News & Media
The data demonstrated that the variability is not always random or unpredictable.
In addition, the data demonstrated that the combination of RSA with Bt toxin yielded synergistic effects.
Science
The data demonstrate that the website generates desire and action in over 45% of its readers.
Science
Expert writing Tips
Best practice
When using "the data demonstrates that", ensure your data is robust and your analysis is sound to support the claim. Overstating the significance of the data can weaken your argument.
Common error
Avoid using "the data demonstrates that" when the data merely suggests a trend or correlation, not a definitive causal relationship. Use softer language like "suggests" or "indicates" in such cases.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "the data demonstrates that" functions as a declarative statement, introducing a conclusion or finding that is supported by empirical evidence. Ludwig AI affirms its proper usage. Examples in Ludwig illustrate its frequent occurrence in academic and scientific writing.
Frequent in
Science
78%
News & Media
13%
Formal & Business
9%
Less common in
Social Media
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "the data demonstrates that" is a grammatically sound and commonly used expression to introduce evidence-based conclusions. Ludwig AI validates its correctness, highlighting its prevalence in scientific, news, and business contexts. While versatile, it's crucial to use it judiciously, ensuring that the strength of the data aligns with the assertiveness of the statement. Alternatives such as "the data indicates that" or "the data suggests that" may be more fitting when the evidence is less conclusive. Understanding the nuances of this phrase will enhance the precision and credibility of your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
the data confirms that
This alternative suggests a slightly stronger level of validation compared to the original phrase.
the data proves that
This alternative indicates an even stronger level of validation, implying irrefutable evidence.
the data indicates that
This phrase presents the information as a suggestion or hint, implying less certainty.
the data suggests that
Similar to "indicates", this option also implies a degree of uncertainty or inference.
the data reveals that
This alternative highlights the act of uncovering or disclosing information.
the data shows that
This option offers a more straightforward and simple way of presenting the information.
the data illustrates that
This phrase emphasizes the visual or clear representation of the information.
the evidence demonstrates that
This variation uses "evidence" instead of "data", broadening the scope of supporting information.
analysis of the data reveals
This highlights the analysis aspect, indicating a process led to the revealed insights.
the findings indicate that
Using "findings" emphasizes results obtained from research or investigation.
FAQs
How can I use "the data demonstrates that" in a sentence?
You can use "the data demonstrates that" to introduce a conclusion that is supported by evidence. For example: "The data demonstrates that increased exercise correlates with improved cardiovascular health".
What are some alternatives to "the data demonstrates that"?
Alternatives include "the data indicates that", "the data suggests that", or "the data shows that", depending on the level of certainty you want to convey.
Is it better to say "the data demonstrates that" or "the data proves that"?
"The data proves that" implies a higher degree of certainty than "the data demonstrates that". Use "proves" only when the evidence is irrefutable; otherwise, "demonstrates" is a more appropriate choice.
What's the difference between "the data demonstrates that" and "the data suggests that"?
"The data demonstrates that" implies a clear and strong link between the data and the conclusion, while "the data suggests that" indicates a potential but not necessarily definitive connection.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested