data imply

USAGE SUMMARY

The phrase "data imply" is correct and usable in written English.
It can be used when discussing conclusions or interpretations drawn from data analysis or research findings. Example: "The results of the study suggest that the data imply a significant correlation between exercise and mental health."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Our data imply that JNK activation may be one mechanism for interference with concurrent training.

Nature

Together, these data imply that TDP43 localization is unaffected by XPO1 inhibition.

Nature

These data imply that NLP7 may function in nitrate signaling pathway independent of NRT1.1.

Nature

These data imply an inverse relationship between striatal InsR sensitivity and body adiposity.

Nature

As such, these data imply that lidocaine-mediated cell death is dependent on mitochondrial function.

Nature

In short, the federal government seems to have much larger unfinanced liabilities than official data imply.

The New York Times - Magazine

These data imply that Twister may fold better than expected in cells.

Nature

These data imply that RNA-seq contains features (genes) shared among different cell types compared to ATAC-seq.

Nature

These data imply that coagulopathies are an important feature of T2D, and may be driven by 'hidden' LPS.

Nature

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

Acta Materialia

Our data imply that the convex side faces a nucleotide-occupied rather than an empty site.

Biophysical Journal

Expert writing Tips

Best practice

When using "data imply", ensure the connection between the data and the implied conclusion is clear and logical. Avoid making overly strong claims that the data don't fully support.

Common error

Avoid using "data imply" when the data only weakly suggest a conclusion. Opt for verbs like "suggest" or "hint" if the evidence is not strong enough to support a firm implication.

Linguistic Context

The phrase "data imply" functions as a means to draw conclusions or make inferences based on available evidence. As Ludwig AI underlines, it's used to present what the data suggests, indicating a logical relationship between the information and a potential outcome.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

20%

Academia

10%

Less common in

Formal & Business

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "data imply" is a grammatically sound and frequently used expression, especially within scientific, academic, and journalistic writing. As Ludwig AI confirms, it serves to present a conclusion or inference derived from the available data. While "data suggest" and "data indicate" offer similar meanings, "data imply" suggests a slightly stronger connection. When using this phrase, ensure that the link between the data and the conclusion is evident and reasonable. Overstating the implications should be avoided, and weaker verbs such as "suggest" may be more appropriate when the evidence is not conclusive.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data suggest

Uses a more common and slightly less assertive verb.

data indicate

Emphasizes a more direct and clear relationship between the data and the conclusion.

data demonstrate

Suggests a stronger level of proof or evidence provided by the data.

data reveal

Highlights the act of uncovering or making something known through the data.

data point to

Uses a more directional metaphor, indicating the data's influence.

data insinuate

Implies a subtle or indirect suggestion from the data.

data lead to the conclusion

More explicitly states the process of reaching a conclusion based on the data.

data support the idea

Focuses on how the data strengthens a particular hypothesis or concept.

data give reason to believe

Suggests a rationale or justification for holding a certain belief based on the data.

data intimate

Suggests a subtle or delicate implication from the data.

FAQs

What does "data imply" mean?

When we say "data imply", it means that the information collected suggests a particular conclusion or inference, even if it's not directly stated. It's similar to saying the data suggests or indicates something.

How to use "data imply" in a sentence?

Use "data imply" to introduce a logical deduction based on the information you're presenting. For example: "The study results "data imply" a strong correlation between exercise and reduced stress levels."

What can I say instead of "data imply"?

You can use alternatives like "data suggest", "data indicate", or "data reveal" depending on the nuance you want to convey.

Is it more appropriate to use "data imply" or "data suggest"?

"Data imply" indicates a stronger connection between the data and the conclusion than "data suggest". Use "imply" when the data strongly points to a particular outcome and "suggest" when the evidence is less conclusive.