data gap

USAGE SUMMARY

The phrase "data gap" is correct and usable in written English.
It can be used to refer to a lack of data or information in a specific area or context. Example: "The research revealed a significant data gap in the study of climate change impacts on local ecosystems."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

That is where the "data gap" appears.

The Washington Post

How is ENACTS addressing the data gap?

Columbia University

"We believe the FTC is best positioned to address this data gap in an unbiased manner".

The Guardian - Tech

J.K. provided the trait data from TRY. F.S. performed the trait data gap filling.

Nature

WorldPost: In your book, you talk about the "data gap" between these two engines.

The Washington Post

Here in the United States, a similar data gap exists in an entirely different category.

Massachusetts Institute of Technology

"Once people are aware that there is a data gap in recruiting, the next step is collecting data.

The Guardian

Collen, B., Ram, M., Zamin, T. & McRae, L. The tropical biodiversity data gap: addressing disparity in global monitoring.

Nature

Together, they examine the gender data gap and the dangerous repercussions of a world built for men.

The Guardian

But the data gap when it comes to women in the workplace doesn't only arise in female-dominated industries.

The Guardian - Lifestyle

filling the data gap between aerial/satellite remote sensing and terrestrial systems.

Robotics and Autonomous Systems

Expert writing Tips

Best practice

When discussing research or analysis, clearly define what specific "data gap" you're referring to. Providing context ensures your audience understands the scope and impact of the missing information.

Common error

Avoid exaggerating the significance of a "data gap" without providing sufficient evidence. While a lack of data can be a problem, ensure your claims about its impact are proportionate and supported by logical reasoning.

Linguistic Context

The phrase "data gap" functions primarily as a noun phrase. It identifies a specific area where data or information is lacking, highlighting a deficiency that needs to be addressed. Ludwig provides several examples where "data gap" serves this function across different contexts.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

36%

Academia

6%

Less common in

Formal & Business

4%

Reference

2%

Wiki

2%

Ludwig's WRAP-UP

In summary, "data gap" is a commonly used noun phrase that effectively describes a deficiency in available information. Ludwig AI confirms its grammatical correctness and usability across diverse contexts. It is particularly prevalent in scientific research, news reporting, and academic discussions. When employing this phrase, ensure that you provide sufficient context to clarify the specific area where data is lacking. While alternatives like "lack of data" or "information deficit" exist, "data gap" offers a concise and widely understood way to highlight the need for more information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

information deficit

Emphasizes the insufficiency of information, portraying a negative connotation.

lack of data

A more straightforward and literal way to express the absence of data.

information void

Highlights the emptiness and absence of data, suggesting a complete lack.

deficiency in data

Focuses on the inadequacy or incompleteness of the existing data.

limited data availability

Indicates that data exists but is restricted or not easily accessible.

scarcity of information

Suggests that information is rare and difficult to obtain.

knowledge gap

Broadens the scope to include a lack of understanding or awareness, not just raw data.

incomplete dataset

Specifically refers to a collection of data that is missing some elements.

unfilled data field

This emphasizes the presence of categories in dataset that remains empty.

absence of evidence

Highlights that the topic has not yet been investigated, that's why the data is not available.

FAQs

How can I effectively use the term "data gap" in a sentence?

Use "data gap" to describe a specific area where information is lacking. For example, "There is a significant "data gap" in our understanding of the long-term effects of this policy."

What are some alternatives to using "data gap"?

Depending on the context, you can use alternatives like "lack of data", "information deficit", or "knowledge gap".

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

Yes, "data gap" is suitable for formal writing, especially in academic, scientific, and professional contexts. Its meaning is clear and widely understood.

What's the difference between a "data gap" and a "knowledge gap"?

A "data gap" refers specifically to missing data or information. A "knowledge gap" is broader, referring to a lack of understanding or awareness, which may stem from a "data gap" but also from other factors.