data demonstrates

USAGE SUMMARY

The phrase "data demonstrates" is correct and usable in written English.
You can use it when you are referring to data that has been collected, analyzed, and interpreted to support an argument or claim. For example, "Data demonstrates that students who attend after-school tutoring sessions have a higher success rate on standardized tests than those who do not."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

What the data demonstrates beyond doubt is the importance of social security in addressing inequality.

The Guardian - Opinion

PSIRU data demonstrates that the vast majority of states have the capacity to deliver universal access to strong public services.

The Guardian

The data demonstrates its impact: in the 32 years before Chernobyl, 409 reactors were opened, but only 194 have been connected in the three decades since.

The Guardian

App Annie's data demonstrates this rise, then subsequent fall.

TechCrunch

The good agreement with previously published data demonstrates the accuracy.

Journal of Mathematics in Industry

These data demonstrates that transformation protocol developed in this study is stable and heritable.

Botanical Studies

Our data demonstrates that EWS correlates with patients' deterioration (Figures 2 and 3).

International Journal of Emergency Medicine

Human data demonstrates that sumatriptan is only effective if administered soon after migraine onset [8].

The Journal of Headache and Pain

This data demonstrates a great effect on metal affinities upon substitution at phosphate.

Chemistry Central Journal

The data demonstrates the developed sensor which has the fast response speed and good dynamic behavior.

Robotics and Biomimetics

The available data demonstrates that the available sediment sources for the compared studied sites are similar.

Earth, Planets and Space

Expert writing Tips

Best practice

When using "data demonstrates", ensure your data is robust and the demonstration is clear. Avoid overstating your conclusions; the data should genuinely support your claim.

Common error

Avoid using "data demonstrates" when the data only suggests or hints at a conclusion. Use weaker verbs like 'indicates' or 'suggests' if the evidence is not conclusive.

Linguistic Context

The phrase "data demonstrates" functions as a declarative statement introducing evidence-based conclusions. As Ludwig AI confirms, it's used to present findings supported by collected and analyzed data, aiming to persuade or inform the reader of a specific point.

Expression frequency: Very common

Frequent in

Science

54%

News & Media

30%

Formal & Business

6%

Less common in

Reference

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "data demonstrates" is a grammatically sound and frequently used expression, primarily found in scientific, news, and business contexts. As Ludwig AI confirms, it serves to introduce conclusions firmly supported by data. While versatile, writers should ensure that the data genuinely warrants the strong claim of "demonstrating" something, avoiding overstatement when the evidence is merely suggestive. Alternatives like "indicates" or "suggests" may be more appropriate in such cases. Its high frequency and broad application across reputable sources solidify its place as a reliable tool for evidence-based communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data indicates

Replaces "demonstrates" with a more neutral term, suggesting data points towards a conclusion without definitively proving it.

the evidence suggests

Emphasizes the role of evidence in hinting at a conclusion, rather than directly showing it.

the findings reveal

Highlights the act of uncovering new information through data analysis.

the data confirms

Indicates that the data corroborates a pre-existing hypothesis or belief.

the analysis supports

Focuses on the analytical process and how it lends credence to a specific claim.

results illustrate

Suggests that the data provides a visual or clear understanding of a phenomenon.

the study establishes

Implies a more rigorous or formal validation of a fact through data.

the figures show

Directly references numerical data as the basis for demonstrating something.

the facts prove

Asserts a stronger level of certainty, where data conclusively establishes a truth.

the research validates

Highlights the process of verifying the accuracy and reliability of something through research data.

FAQs

How do I use "data demonstrates" in a sentence?

Use "data demonstrates" to introduce a finding or conclusion that is clearly supported by the data. For example, "The data demonstrates a clear correlation between exercise and improved cardiovascular health."

What verbs can I use instead of "demonstrates" with data?

Alternatives to "demonstrates" include "indicates", "suggests", "reveals", or "confirms". The best choice depends on the strength of the evidence and the nuance you want to convey.

Is it more appropriate to say "data demonstrates" or "data demonstrate"?

"Data" is technically plural, but it's often treated as singular in modern usage, especially in less formal contexts. "Data demonstrates" is generally more common and acceptable. While "data demonstrate" is grammatically correct, it sounds less natural to most speakers.

Can I use "data demonstrates" to introduce my opinion?

No, "data demonstrates" should only be used when presenting conclusions directly supported by the data. Avoid using it to introduce personal opinions or interpretations that aren't explicitly evident in the data. Instead, use phrases like "in my opinion" or "I believe" to express personal viewpoints.