data highlights that

USAGE SUMMARY

The phrase "data highlights 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 recent survey data highlights that customer satisfaction has significantly improved over the past year."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

18 human-written examples

The data highlights that an increase in green spaces within UK cities, including trees, parks, gardens, green roofs and waterways, could help to combat future increases in temperature.

The Guardian

This data highlights that the risk of failure is considerable and that fixed retention does not guarantee prolonged stability.

Progress in Orthodontics

Our data highlights that the use of an appropriate scaffold exerts a most important influence on the applicability of a halogen bonding.

Journal of Cheminformatics

Overall, these data highlights that trikatu could be a promising alternative modality for the possible treatment of rheumatoid arthritis and other inflammatory diseases.

Chemico-Biological Interactions

The overall set of data highlights that some musical capacities are acquired through exposure to music without the help of explicit training.

Cognition

NHS England data highlights that two other children's heart units are also close to this threshold - Alder Hey Children's NHS Foundation Trust and Guy's and St Thomas's NHS Foundation Trust.

BBC

Human-verified similar examples from authoritative sources

Similar Expressions

42 human-written examples

MOR data highlighted that increasing the overall NMC of wood, decreases its strength [17].

Heritage Science

Analysis of data highlighted that the discharge planning section of the Care Map was often underutilized.

Canadian Journal of Cardiology

These data highlight that academic libraries, at least, are presenting homogeneous collections of digital serials.

Library Collections, Acquisitions, and Technical Services

These data highlight that both canonical as well as non-canonical signal aberrations affect normal lung development.

Molecular and Cellular Pediatrics

Our data highlight that mobility remains a key coping mechanism for pastoralists to avoid cattle loss during a drought.

Global Environmental Change

Expert writing Tips

Best practice

When using "data highlights that", ensure the data presented genuinely supports the claim you are making. Avoid overstating the significance or drawing unsubstantiated conclusions.

Common error

A common mistake is to assume that because "data highlights that" two variables are related, one causes the other. Always consider other factors and potential confounding variables before concluding causality.

Linguistic Context

The phrase "data highlights that" functions as a reporting verb phrase. It introduces a key finding or conclusion that is supported by data. Ludwig AI confirms its correctness and usability in various contexts.

Expression frequency: Common

Frequent in

Science

68%

News & Media

19%

Formal & Business

13%

Less common in

Science

0%

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "data highlights that" serves as a pivotal tool for communicating key insights derived from data analysis. As Ludwig AI confirms, its grammatical correctness and versatility make it a staple in various professional domains. Predominantly found in scientific publications, news reports, and formal business communications, this phrase effectively introduces conclusions supported by evidence. While presenting data-driven insights, it's important to avoid misinterpretations such as confusing correlation with causation. Alternatives like "data indicates that" and "data suggests that" offer similar but nuanced ways to convey the relationship between data and conclusions. With its widespread usage and clear communicative purpose, "data highlights that" remains a valuable asset in professional writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data indicates that

Changes the verb to "indicates", offering a slightly different nuance in how the data presents the information.

data suggests that

Replaces "highlights" with "suggests", implying the data points towards a conclusion rather than definitively proving it.

data shows that

Uses "shows" instead of "highlights", providing a more direct and less nuanced expression.

data reveals that

Substitutes "highlights" with "reveals", suggesting the data uncovers or exposes something previously unknown.

data demonstrates that

Replaces "highlights" with "demonstrates", indicating the data provides clear proof or evidence of something.

data confirms that

Uses "confirms" instead of "highlights", implying the data validates or verifies an existing theory or hypothesis.

data supports the idea that

Expands the phrase to explicitly state that the data is in support of a certain concept or idea.

analysis of data reveals

Changes the sentence structure to emphasize the analysis process leading to the revelation.

the evidence suggests that

Shifts focus to the "evidence" rather than the data itself, offering a broader perspective.

findings indicate that

Substitutes "data" with "findings", which is more appropriate after a detailed investigation or experiment.

FAQs

How can I use "data highlights that" in a sentence?

Use "data highlights that" to introduce a key finding or conclusion drawn from a set of data. For example, "The survey "data highlights that" customer satisfaction has increased."

What can I say instead of "data highlights that"?

You can use alternatives like "data indicates that", "data suggests that", or "data shows that" depending on the nuance you want to convey.

Is it more accurate to say "data highlights that" or "data proves that"?

"Data highlights that" is generally more cautious and appropriate. "Data proves that" implies a definitive conclusion, which may not always be warranted. Consider using "data demonstrates that" if you want a stronger statement without claiming absolute proof.

What's the difference between "data highlights that" and "the report indicates that"?

"Data highlights that" focuses on the information itself, while "the report indicates that" attributes the finding to a specific document. The former is suitable when emphasizing the information's inherent quality; the latter, when you need to credit the source. Other alternatives are: "the evidence suggests that" or "findings indicate that".