data suggested that

USAGE SUMMARY

The phrase "data suggested that" is correct and usable in written English.
It can be used when presenting findings or conclusions drawn from data analysis or research. Example: "The data suggested that there is a significant correlation between exercise and improved mental health."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

All of this data suggested that the economy remained robust.

The New York Times

The data suggested that death during exercise threatened certain demographics.

The New Yorker

And new data suggested that unemployment remained a problem.

The New York Times

However, recent data suggested that these models need further validation29.

Nature

Economic data suggested that the outlook was improving.

The New York Times

But by the fourth issue, the newsstand data suggested that the magazine was very influential.

The New York Times - Magazine

Vacanti's data suggested that they might have limited versatility, like adult stem cells.

The New Yorker

The data suggested that both women and men are motivated by sexual arousal.

The New York Times

Nevertheless, they argued, Everett's early data suggested that the Pirahã's speech did contain recursive operations.

The New Yorker

However, the latest data suggested that academy status is no panacea.

The Guardian

Ms. Durham said her data suggested that whatever the actual number of seals, it is increasing.

The New York Times

Expert writing Tips

Best practice

When using "data suggested that", ensure the data you are referring to is clearly presented or cited. This helps maintain credibility and allows readers to assess the validity of the suggestion.

Common error

Avoid using "data suggested that" to present definitive conclusions. This phrase implies indication rather than proof. Use stronger language if the data provides conclusive evidence.

Linguistic Context

The phrase "data suggested that" serves as an introductory phrase to present findings or implications derived from collected data. It connects empirical evidence with potential conclusions, indicating a relationship without asserting absolute certainty. Ludwig AI confirms its usability.

Expression frequency: Common

Frequent in

Science

40%

News & Media

32%

Academia

16%

Less common in

Formal & Business

8%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data suggested that" is a common and grammatically correct phrase used to introduce findings that are supported by data, but not definitively proven. Ludwig AI confirms its correctness and usability. It's prevalent in scientific, news, and academic contexts. When using this phrase, remember to clearly present or cite the data to support your claims and avoid overstating conclusions. Consider alternatives like "data indicated that" or "analysis showed that" depending on the nuance you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the study suggested that

Adds "study" to clarify the source of the data, retaining the core meaning of suggestion.

the data indicated that

Replaces "suggested" with "indicated", implying a slightly stronger indication based on the data.

results indicated that

Uses "results" instead of "data" and "indicated" instead of "suggested", focusing on the outcome of a process or experiment.

analysis showed that

Substitutes "data" with "analysis" and "suggested" with "showed", emphasizing the analytical process leading to the conclusion.

the data implied that

Substitutes "suggested" with "implied", suggesting a more subtle or indirect conclusion from the data.

the figures imply that

Changes "data" to "figures" and "suggested" to "imply", modifying the terms to specify numerical data.

findings revealed that

Replaces "data" with "findings" and "suggested" with "revealed", indicating a discovery or uncovering of information.

evidence pointed to

Uses "evidence" instead of "data" and "pointed to" instead of "suggested", changing the phrasing while maintaining a similar meaning.

observations hinted at

Replaces "data" with "observations" and "suggested" with "hinted at", indicating a more tentative or subtle suggestion.

information led to the belief that

Restructures the sentence to emphasize the process of forming a belief based on the information, rather than a direct suggestion.

FAQs

What does "data suggested that" mean?

The phrase "data suggested that" means that information or evidence points towards a particular conclusion, without necessarily proving it definitively. It indicates an inclination or a trend revealed by the data.

How to use "data suggested that" in a sentence?

You can use "data suggested that" to introduce a finding or implication derived from a dataset. For example, "The "survey data" suggested that customer satisfaction had improved since the last quarter".

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

You can use alternatives like "data indicated that", "analysis showed that", or "findings revealed that" depending on the context.

Is it appropriate to use "data suggested that" in formal writing?

Yes, "data suggested that" is appropriate for formal writing, including academic papers, reports, and business documents. It maintains a level of objectivity and indicates that the conclusion is based on evidence but may not be definitive.