limited data

USAGE SUMMARY

The phrase "limited data" is grammatically correct and commonly used in written English.
It can be used to describe a situation where there is a lack of information or a small amount of data available. Example: The study's results should be approached with caution due to the limited data collected from a small sample size.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

The limited data led to limited interpretations.

BioMed Research International

There is also limited data from oceans below 700m.

The Guardian

There are limited data about the frequency of misdiagnoses.

The New Yorker

So even this is able to gather limited data.

MIT Technology Review

People can learn rich concepts from limited data.

MIT Technology Review

There are limited data in pregnant women.

American Journal of Obstetrics and Gynecology

Concerns about homegrown terrorism may sound like wild extrapolation from limited data.

The New York Times

Allow this highly limited data plan to lull you into a state of information-age complacency.

The New Yorker

The available statistics give the illusion of information, but are based on very limited data.

The Guardian

Nevertheless, only limited data for these rocks is available.

Journal of Hydrology

Human-verified similar examples from authoritative sources

Similar Expressions

1 human-written examples

Duncan, G. T. & Lambert, D. Disclosure-limited data dissemination.

Nature

Expert writing Tips

Best practice

When using "limited data", clearly state the implications of this limitation on your analysis or conclusions. Be upfront about the degree of uncertainty introduced by the scarcity of information.

Common error

Avoid making definitive claims or overconfident interpretations when your analysis relies on "limited data". Temper your assertions and acknowledge the potential for alternative explanations.

Linguistic Context

The phrase "limited data" primarily functions as a noun phrase acting as a subject, object, or complement in a sentence. It's used to qualify the amount or extent of information available for analysis or decision-making. As Ludwig AI points out, the phrase is grammatically correct and commonly used.

Expression frequency: Very common

Frequent in

Science

43%

News & Media

39%

Academia

9%

Less common in

Formal & Business

6%

Wiki

2%

Reference

1%

Ludwig's WRAP-UP

The phrase "limited data" is a commonly used and grammatically correct expression that indicates a scarcity of available information. Ludwig AI confirms its widespread use and grammatical validity. As reflected in the examples, the phrase is frequently found in scientific, academic, and news contexts. When encountering or using the phrase "limited data", it is important to recognize the potential impact on the reliability and generalizability of any conclusions or analyses. Using related phrases like "scarce data" or "insufficient data" can provide alternative ways to express this concept. Being transparent about the limitations imposed by data scarcity is key to responsible communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

scarce data

Emphasizes the rarity and insufficient availability of data.

meager data

Highlights the inadequacy and thinness of the data.

restricted data

Indicates data that is controlled or has access limitations.

incomplete data

Focuses on the absence of necessary components in the data.

small dataset

Refers to the diminutive size of the available data collection.

insufficient data

Stresses the inadequacy of the data to draw reliable conclusions.

sparse data

Suggests data that is thinly scattered or distributed.

scant information

Highlights the lack of abundant details or knowledge.

fragmentary data

Implies data that is broken into pieces or incomplete.

constrained data

Highlights limitations placed on the data available.

FAQs

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

You can use "limited data" to express that there is not enough information available, as in: "The study's conclusions are tentative due to "limited data".".

What are some alternatives to the phrase "limited data"?

Alternatives include "scarce data", "meager data", or "insufficient data" depending on the specific context.

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

Yes, "limited data" is appropriate in formal writing to acknowledge a lack of comprehensive information. It's commonly used in scientific and academic contexts.

What does it mean when a study mentions "limited data"?

It typically means that the available information is not extensive enough to draw firm conclusions, and further research may be needed. The findings should be interpreted with caution.