data limited

USAGE SUMMARY

The phrase "data limited" is correct and usable in written English.
It can be used to describe a situation where the available information or data is insufficient or restricted in some way. Example: "The research findings are data limited, making it difficult to draw definitive conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

54 human-written examples

Limitations include the retrospective nature of the data, limited information on CAM therapy reported by each patient, and dependence on patient self report questionnaires and interviews.

BMC Complementary and Alternative Medicine

The present study has several limitations, including the retrospective nature of the data collection and data limited to 2 centers.

BioMed Research International

The data, limited to detailed population counts and breakdowns by race and ethnicity, are to be used to redraw the boundaries of the state's legislative districts for future elections.

The New York Times

In particular, an external oversight mechanism should be created and access to telecommunication data limited (at the moment all nine intelligence agencies can use such data without any authorisation, for any purpose that fits their statutory duties).

The Guardian - Opinion

"It was severely data limited," said Dr. Lynn W. Gelhar, a ground water expert and professor of civil and environmental engineering at the Massachusetts Institute of Technology, who led the six-member peer review panel.

The New York Times - Science

Hence, the availability of data limited the observed study period to 2003 2012.

Genus

Human-verified similar examples from authoritative sources

Similar Expressions

6 human-written examples

The secondary tasks were data-limited and therefore difficulty manipulations may not have significantly burdened the executive system.

Plosone

However, translating the design principles for a data-limited situation is a challenge.

Marine Policy

Consequently, stock assessments are often data-limited, especially for deepwater reef species.

Fisheries Research

The newly developed current precipitation index (CPIsnow) model provides a parsimonious tool to predict streamflow in data-limited high-latitude regions.

Journal of Hydrology

By combining all model results within their associated assumptions we show how dynamic processes in data-limited subpermafrost groundwater systems can be interpreted.

Journal of Hydrology

Expert writing Tips

Best practice

When using "data limited", clearly specify what aspect of the data is limited (e.g., scope, size, availability) to provide context for your audience.

Common error

Avoid using "data limited" without specifying how the data is limited. Without context, the phrase is vague and doesn't provide meaningful information to the reader.

Linguistic Context

The phrase "data limited" functions as an adjective phrase, modifying a noun. It describes something that is restricted or constrained by the available data. Ludwig AI confirms its proper usage and meaning.

Expression frequency: Common

Frequent in

Science

76%

News & Media

18%

Formal & Business

6%

Less common in

Ludwig's WRAP-UP

In summary, "data limited" is a grammatically correct and commonly used phrase, predominantly in scientific and academic contexts. It's used to describe scenarios where the available data is insufficient or restricted, influencing the scope or reliability of analyses. As Ludwig AI highlights, using the phrase effectively involves specifying the nature of the limitation. Alternatives include "data constrained" and "information restricted", but be sure to select the most contextually appropriate alternative.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data constrained

Emphasizes the restriction or limitation imposed on the data available.

information restricted

Focuses on the limited access to or availability of information.

scarce data

Highlights the insufficient quantity of data.

limited dataset

Specifies that the available data set is not comprehensive.

incomplete data

Indicates that the data is missing some necessary components.

restricted data

Highlights the data being under some kind of restriction.

data scarcity

Expresses the state of having insufficient data.

data deficient

Stresses that the data is lacking essential elements.

data impoverished

Emphasizes that the data is insufficient.

small data

Suggests a numerical limit to data size, rather than a limit in type of data.

FAQs

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

You can use "data limited" to describe a situation where the available data is restricted or insufficient. For example: "The study's conclusions are /s/data+limited due to the small sample size."

What are some alternatives to saying "data limited"?

Alternatives to "data limited" include "data constrained", "information restricted", or "scarce data", depending on the specific context.

Is it correct to say "data is limited" instead of "data limited"?

Yes, "data is limited" is grammatically correct and conveys a similar meaning. However, "data limited" functions as an adjective modifying a noun, whereas "data is limited" is a complete clause. Both are valid but used in different sentence structures. For example: "The /s/data+limited research" vs. "The data /s/is+limited."

What does it mean when research is described as "data limited"?

When research is described as "data limited", it indicates that the available data may be incomplete, insufficient, or restricted in some way, which can affect the reliability or generalizability of the research findings.