ambiguous data

USAGE SUMMARY

The phrase "ambiguous data" is grammatically correct and can be used in written English.
It refers to data or information that is unclear or has multiple possible interpretations. Example: The report contains several sections with ambiguous data, making it difficult for us to accurately analyze the results.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

For heterozygotes, SNPs were coded as ambiguous data using standard IUPAC nucleotide ambiguity codes.

BMC Evolutionary Biology

Most scientists have messy data, contradictory data, incomplete data, ambiguous data.

The Guardian

They have opposed using test scores in evaluations, saying misuse of ambiguous data could lead to unfair dismissals.

The New York Times

Some say a genetically encoded "language module" in the brain mistinterprets ambiguous data it receives before the age of seven; others argue that complex "invisible hand" processes are at work.

The Guardian - Opinion

There is a middle ground between innocent error and wholesale fraud, of course, including interpreting an ambiguous data point or result in a way that is favorable to your thesis — something not unique to economics or even the academic world.

The New York Times

With so much at stake in the analysis of such complex and ambiguous data, researchers are inexorably drawn to analysis choices that satisfy the expectations of grant reviewers and administrators.

The New York Times

There are a large amount ambiguous data about these companies.

Journal of Industrial Engineering International

Secondly, the data series had ambiguous data units.

Environmental Systems Research

During data processing, the ambiguous data was deleted.

Environmental Systems Research

He figured that smallish trials with no control group too often yield ambiguous data.

Forbes

Complex and ambiguous data can be handled in a consistent manner for risk assessment.

Journal of Industrial Engineering International

Expert writing Tips

Best practice

When using "ambiguous data" in research, clearly define what makes the data ambiguous and the steps taken to mitigate potential biases resulting from it.

Common error

Avoid drawing definitive conclusions based solely on "ambiguous data". Acknowledge the limitations and uncertainties in your analysis.

Linguistic Context

The phrase "ambiguous data" functions primarily as a noun phrase, where the adjective 'ambiguous' modifies the noun 'data'. It describes the quality or characteristic of the data itself. As stated by Ludwig AI, the phrase is grammatically correct and frequently employed in written English.

Expression frequency: Very common

Frequent in

Science

58%

News & Media

25%

Formal & Business

17%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "ambiguous data" is a grammatically correct and frequently used noun phrase, as confirmed by Ludwig AI. It serves to describe data that lacks clarity or has multiple interpretations. Its primary contexts are in the fields of science, news and media, and formal business. While it's important to acknowledge the presence of "ambiguous data" in analyses, it's equally crucial to avoid drawing definitive conclusions solely based on it. Consider using alternative phrases like "unclear data" or "imprecise data" depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

vague data

Uses "vague" as a synonym for "ambiguous", highlighting the lack of definiteness.

uncertain data

Highlights the uncertainty associated with the data.

unclear information

Replaces "data" with "information", emphasizing the lack of clarity.

imprecise data

Focuses on the lack of precision in the data.

questionable data

Similar to dubious, but focuses on raising questions about the data's validity.

dubious data

Emphasizes the questionable nature of the data.

equivocal information

Replaces both words with near synonyms indicating uncertainty.

opaque data

Highlights the impenetrability or lack of transparency in the data.

murky data

Emphasizes that it is difficult to see all details

nebulous data

Refers to data that is not clearly defined

FAQs

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

You can use "ambiguous data" to describe information that is unclear or has multiple interpretations. For example, "The study results were inconclusive due to the presence of "ambiguous data"".

What's a good alternative to "ambiguous data"?

Depending on the context, you could use alternatives such as "unclear data", "vague data", or "imprecise data".

Is it acceptable to exclude "ambiguous data" from an analysis?

It can be acceptable to exclude "ambiguous data", but it's important to document your reasoning and potential impact on the results. Consider whether excluding the data introduces bias or limits the generalizability of your findings.

What does it mean when data is described as ambiguous?

When data is described as ambiguous, it means that it is not clear or definite. It could have multiple possible meanings or interpretations, making it difficult to draw firm conclusions.