the data implies

USAGE SUMMARY

The phrase "the data implies" is correct and usable in written English.
You can use it when discussing conclusions or interpretations drawn from data analysis or research findings. Example: "The data implies that there is a significant correlation between exercise and improved mental health."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

The data implies that our audience value or rates the representation of diverse views in our coverage above their desire to read it.

The Guardian

The data implies that bovine cortical bone tissue in long bones is designed to withstand higher loads in the longitudinal and tangential directions than in the radial one.

Journal of Biomechanics

Statistical measurement models describe the random error component in empirical data and impose a structure that, if the model fits the data, implies particular measurement properties for the scale.

Measurement

A log-normal distribution of the data implies a normal distribution of the logarithmic data.

Environmental Sciences Europe

Fitting two straight lines to the data implies that the magnitude distribution follows two different power laws; we cannot statistically reject this possibility.

Earth, Planets and Space

The data implies that consumers feel more confident about wealth created by the increase in the value of their homes opposed to the often ephemeral appreciation of their stock portfolio.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

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

Acta Materialia

They also excluded any Twitter account in which the data implied the user was relocating at speeds faster than a passenger plane.

MIT Technology Review

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

Stanford University

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

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

Expert writing Tips

Best practice

Use "the data implies" when you want to suggest a conclusion that is reasonably supported by the data, but not necessarily definitively proven.

Common error

Avoid using "the data implies" when the data strongly proves a conclusion. In such cases, stronger verbs like 'proves' or 'demonstrates' are more appropriate.

Linguistic Context

The phrase "the data implies" functions as a statement introducing an inference or conclusion derived from an analysis of data. As Ludwig AI confirms, it suggests a relationship or outcome that is likely, based on the information available. Examples in Ludwig demonstrate its usage across diverse contexts.

Expression frequency: Common

Frequent in

Science

62%

News & Media

27%

Academia

6%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "the data implies" is a grammatically correct and frequently used expression to suggest conclusions drawn from data analysis. Ludwig AI validates its proper usage in conveying reasoned interpretations of available information across various fields. While alternatives like "suggests" or "indicates" offer similar meanings, it's important to avoid overstating the implications and to ensure the conclusion is reasonably supported by the data. Predominantly found in scientific and news contexts, its neutral to formal register makes it suitable for academic, professional, and informed discussions. Consider that the most frequent authoritative sources for the phrase are “Plosone”, “BMC Genomics”, “BMC Cancer”, “The Guardian”, and “Huffington Post”.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data suggests

Changes "implies" to "suggests", indicating a less definitive conclusion.

the data indicates

Replaces "implies" with "indicates", conveying a similar meaning but with a slightly different nuance.

the data demonstrates

Substitutes "implies" for "demonstrates", suggesting a stronger, more evidential connection.

the data reveals

Uses "reveals" instead of "implies", indicating that the data uncovers something.

the data points to

Replaces the verb with "points to", changing the structure while maintaining the core meaning.

the data leads to the conclusion

Expands the phrase to explicitly state that the data leads to a specific conclusion.

the evidence suggests

Replaces "data" with "evidence", broadening the scope to include more than just numerical data.

the analysis of the data indicates

Adds "analysis of" to emphasize the process by which the conclusion was reached.

from the data, we can infer

Shifts the focus to the person making the inference rather than the data itself.

the findings suggest

Uses "findings" to refer to the results, which subtly changes the meaning.

FAQs

What does "the data implies" mean?

The phrase "the data implies" means that the available data suggests a particular conclusion or outcome, although it might not be a definitive proof. It indicates a likely result based on analysis.

What can I say instead of "the data implies"?

You can use alternatives like "the data suggests", "the data indicates", or "the evidence points to" depending on the context and the strength of the conclusion you want to convey. Consider also "the data demonstrates" or "the data reveals".

Is it correct to say "the data imply" instead of "the data implies"?

While "data" is technically the plural of "datum", it's often treated as a singular noun in modern usage, especially in non-technical contexts. Therefore, "the data implies" is generally accepted. However, in more formal or scientific writing, "the data imply" might be preferred to emphasize the plural nature of the data.

How strong is the conclusion when using "the data implies" compared to "the data proves"?

"The data implies" suggests a likely conclusion based on the data, but it's not a guarantee. "The data proves", on the other hand, indicates a much stronger, more definitive conclusion where the data provides irrefutable evidence.