the data imply that

USAGE SUMMARY

"the data imply that" is a grammatically correct phrase and is commonly used in written English.
It is used to introduce a statement or conclusion that can be inferred from the data being presented. Example: "The data collected from the study imply that a correlation exists between exercise and improved mental health."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The data imply that twin-boundary velocity is not the limiting factor on actuation performance.

Acta Materialia

Additionally, the data imply that there are notable labor market differences between the general population of public firms and the largest firms in the U.S. economy.

Columbia University

The data imply that the VOR pathways receive substantial vestibular inputs from afferents with a middle range of thresholds for electrical stimulation.

Stanford University

But, since few women have twins more than once, the data imply that mothers of twins are more productive, even ignoring that effect.

The Economist

The data imply that many universities are evaluating the performance of their staff using a metric that has been widely criticized as a crude and misleading proxy for the quality of scientists' work.

Nature

But the data imply that moving, for example, from the city with the 30th coldest climate in the United States Chicagoo) to the city with the warmest (Honolulu) lowers the probability of September-to-April depression by some 40percentt.

The New York Times

The data imply that the Hurst roughness exponent can be used as a microstructural criterion to distinguish between exhumation and in-situ fractures, providing a step forward towards the characterization of potential flow paths at depth in shales.

Journal of Structural Geology

The data imply that native-like SOSIP.664 trimers will be an appropriate platform for structure-guided design improvements intended to create immunogens able to target the germline precursors of bNAbs.

Virology

The data imply that a more pronounced sedimentation of centrally or proximally located amyloplasts during the first minutes of root stimulation could be responsible for the earlier generation and transmission of a directional signal which triggers the subsequent events of gravitropic reaction in clino-rotated or inverted roots as compared to 1-g roots.

Advances in Space Research

The data imply that the total fertility rate, which is the number of children a woman of child-bearing age can expect to have, on average, during her lifetime, may now be just 1.4, far below the "replacement rate" of 2.1, which eventually leads to the population stabilising.Slower growth is matched by a dramatic ageing of the population.

The Economist

The data imply that SN 1996cr exploded in a low-density medium before interacting with a dense shell of material about 0.03pc away from the star.

University of Chicago

Expert writing Tips

Best practice

When using "the data imply that", ensure that the implication is a logical and reasonable conclusion based on the evidence presented. Avoid overstating the certainty of the implication.

Common error

Avoid using "the data imply that" when the data only weakly suggests a conclusion. Use more cautious language if the evidence is not strong.

Linguistic Context

The phrase "the data imply that" serves as a transitional expression introducing an inference drawn from the presented data. It connects factual information with a logical conclusion, as seen in Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

67%

News & Media

16%

Academia

12%

Less common in

Formal & Business

5%

Ludwig's WRAP-UP

In summary, "the data imply that" is a commonly used phrase to introduce a logical conclusion derived from presented data. As Ludwig AI confirms, it's grammatically correct and frequently appears in scientific, academic, and news contexts. When using this phrase, ensure the implication is well-supported by the evidence. Alternatives like "the data suggest that" or "the data indicate that" can be used to express varying degrees of certainty. Remember to avoid overstating the implication if the evidence is weak.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data suggest that

Focuses on a less assertive inference; the data hint at something rather than definitively proving it.

the data indicate that

Emphasizes the data as a sign or signal pointing towards a specific conclusion.

the data point to the conclusion that

Highlights the data's role in guiding towards a specific deduction.

the findings imply that

Focuses on the results or findings of a study or analysis, rather than the raw data itself.

the results suggest that

Similar to "the data suggest that", but specifically tied to experimental or study results.

the data lead us to believe that

Indicates a belief formed based on the data, adding a layer of interpretation.

the data demonstrate that

Suggests a more conclusive finding, where the data actively shows or proves something.

the analysis of the data reveals that

Shifts focus to the analytical process, emphasizing that the findings are a result of careful examination.

it can be inferred from the data that

Uses a more formal tone and highlights the act of inferring as a logical step.

the evidence suggests that

Broader term, potentially incorporating different forms of evidence beyond just data.

FAQs

What can I say instead of "the data imply that"?

You can use alternatives like "the data suggest that", "the data indicate that", or "the results suggest that" depending on the context.

How do I use "the data imply that" in a sentence?

"The data imply that" is typically followed by a clause that states the implied conclusion. For example, "The data imply that further research is needed."

Is "the data implies that" grammatically correct?

No, the correct phrasing is "the data imply that". "Data" is a plural noun, so it requires the plural form of the verb "imply".

What's the difference between "the data imply that" and "the data prove that"?

"The data imply that" suggests a likely conclusion based on the evidence, while "the data prove that" indicates a definitive and conclusive finding. "Imply" is less assertive than "prove".