dubious data

USAGE SUMMARY

'dubious data' is correct and usable in written English.
You can use this phrase to refer to data that is of questionable validity or accuracy. For example: "The researchers were unable to verify the accuracy of the study due to the dubious data provided."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

34 human-written examples

Dubious data would lead to incorrect interpretations and consequently faulty conclusions.

TrAC Trends in Analytical Chemistry

The service named the Sinclair study among its Dubious Data Awards for the year 2000.

The New York Times - Science

And we later learned that Lehman's ledger wasn't the only one with dubious data.

MIT Technology Review

And several of Mr. Trump's claims either relied on dubious data or distorted research reports.

The New York Times

The turbines should not be placed needlessly in the far distance on the basis of dubious data about offshore winds or concerns about the views by waterfront elites.

The New York Times

That makes him all the more aware of how scientific evidence is being abused, with a reliance on "very dubious" data.

The Guardian - Arts

Human-verified similar examples from authoritative sources

Similar Expressions

26 human-written examples

Now researchers at Carnegie Mellon and Rutgers University are finding it is possible to effectively outsource this screening task and then give consumers intuitive warnings about dubious data-access settings.

MIT Technology Review

Two specific examples of dubious input data led to anomalies: very high rates of digestive neoplasms among adults at the Navrongo, Ghana, site, and almost all deaths from external causes being attributed to transport accidents at the Nouna, Burkina Faso, site.

Global Health Action

The burden of proof is on those making the claims, not those who find the data dubious.

The Guardian

The notion that fatty foods shorten your life began as a hypothesis based on dubious assumptions and data; when scientists tried to confirm it they failed repeatedly.

The New York Times - Science

Many of those troubled loans, which stem from subprime mortgages, have earned Springfield Gardens and its surroundings a dubious distinction, housing data reveal: one of the most foreclosure-racked parts in the city.

The New York Times

Expert writing Tips

Best practice

When using "dubious data", always provide context or explanation regarding the source or nature of the data's dubiousness. This enhances transparency and allows readers to assess the information critically.

Common error

Avoid using "dubious data" when the data is definitively incorrect. "Dubious" implies uncertainty, not confirmed falsehood. If the data is proven wrong, use terms like "false data" or "incorrect data" instead.

Linguistic Context

The phrase "dubious data" functions primarily as a noun phrase where the adjective "dubious" modifies the noun "data". Ludwig AI confirms its correct usage and its role in qualifying the nature of the data.

Expression frequency: Very common

Frequent in

News & Media

44%

Science

41%

Formal & Business

6%

Less common in

Academia

3%

Wiki

3%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "dubious data" is a commonly used phrase that describes information of questionable reliability or validity. Ludwig AI confirms its proper use and grammatical correctness, suggesting it is appropriate across diverse contexts, particularly in News & Media and Science. When using "dubious data", it's important to provide context to explain the source of uncertainty. Alternatives like "questionable data", "unreliable data", and "suspect data" can also be employed to convey similar meanings. The frequency and broad applicability make it a valuable term for critical analysis and objective reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

questionable data

Replaces "dubious" with "questionable", maintaining a similar level of uncertainty regarding the data's validity.

unreliable data

Focuses on the lack of reliability of the data, suggesting it cannot be trusted.

suspect data

Implies the data is under suspicion, suggesting a potential for inaccuracy or manipulation.

flawed data

Highlights the presence of errors or imperfections in the data.

invalid data

Indicates the data does not meet the required standards or criteria for accuracy.

tenuous data

Suggests the data is weak or flimsy, lacking a solid basis.

shaky data

Implies the data is unstable and potentially unreliable.

specious data

Indicates the data appears correct but is actually false or misleading.

fishy data

An informal way of saying the data is suspicious or untrustworthy.

ill-founded data

Emphasizes the lack of a solid foundation or basis for the data.

FAQs

How can I use "dubious data" in a sentence?

You can use "dubious data" to describe information of questionable validity, as in: "The conclusions were based on "dubious data" and should be interpreted with caution."

What are some alternatives to "dubious data"?

Alternatives to "dubious data" include "questionable data", "unreliable data", or "suspect data", each emphasizing slightly different aspects of data uncertainty.

Is it appropriate to use "dubious data" in formal writing?

Yes, "dubious data" is suitable for formal writing, especially in contexts where critical analysis and objective assessment are required. However, ensure you provide sufficient context to explain why the data is considered dubious.

What is the difference between "dubious data" and "false data"?

"Dubious data" implies uncertainty or questionability regarding the data's accuracy, whereas "false data" suggests the data has been proven to be incorrect. Use "dubious data" when the accuracy is uncertain and "false data" when it is known to be wrong.