a limited quantity of data

USAGE SUMMARY

The phrase "a limited quantity of data" is correct and usable in written English.
It can be used when discussing the amount of data available or being analyzed in a specific context, often in research or data analysis. Example: "The study was conducted with a limited quantity of data, which may affect the reliability of the results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Our data-set stands as a reliable reference for further model development and testing, as only a limited quantity of three-phase data are currently available.

Journal of Petroleum Science and Engineering

In addition to the limited quantity of data, 33 36 the interpretation of these data are confounded by the common occurrence of multiple HPV genotypes and multiple squamous lesions in the anal canals of MSM 37 and, to a lesser extent, women.

BMJ Open

(3) What is the effectiveness of forest structure mapping from current satellite data using a limited quantity of ground measurements?

Carbon Balance and Management

While pre-orders are open to everyone in California, there's only a limited quantity of Shadow instances available in the company's Californian data center.

TechCrunch

The surveying data include identification, surveying time and coordinates of a limited quantity of tracking points that are marked on a building component.

Automation in Construction

In the study reported here, a limited quantity of DNA was available because other causes of fever were also screened (J.F. Trape, unpub. data).

Emerging Infectious Diseases

There will also be a limited quantity of silk sheets and pillowcases.

The New York Times

I used to drink only a limited quantity of water to save it.

The Guardian

Counter Culture served a limited quantity of this coffee at its booth.

The New Yorker

Phase two then slowly re-introduces a limited quantity of carbohydrates.

Columbia University

A limited quantity of two Innovator passes for €695 + VAT are available right now.

TechCrunch

Expert writing Tips

Best practice

When discussing research limitations, clearly state that the conclusions drawn are based on "a limited quantity of data" and may require further validation with more extensive datasets.

Common error

Avoid making definitive claims or generalizations when your analysis is based on "a limited quantity of data". Instead, frame your findings as preliminary or suggestive, indicating the need for more comprehensive research.

Linguistic Context

The phrase "a limited quantity of data" functions as a noun phrase, modifying the noun "data" and specifying its amount. As Ludwig AI says, the phrase is correct and usable in written English. This construct is often found when discussing research constraints or data analysis limitations.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, the phrase "a limited quantity of data" is a grammatically sound and widely understood way to express that the amount of data available is restricted. As stated by Ludwig AI, it's often used in research contexts to acknowledge limitations and frame findings cautiously. While examples are limited, its usage spans across diverse categories such as science, news and media, and formal business communications, maintaining a neutral to slightly formal register. When writing, ensure your conclusions align with the constraint implied by "a limited quantity of data", avoiding overstatements and highlighting the need for further investigation if possible.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a small amount of data

Replaces "quantity" with "amount", emphasizing the small size of the data.

a restricted set of data

Replaces "limited quantity" with "restricted set", highlighting the constrained nature of the data.

a scarce amount of data

Emphasizes the rarity of the data using the word "scarce".

a paucity of data

Uses "paucity" to indicate a significant lack of data, sounding more formal.

insufficient data

Focuses on the inadequacy of the data for a specific purpose.

a reduced volume of data

Replaces "quantity" with "volume", useful when data size is a concern.

a finite set of data

Highlights the bounded or constrained nature of the data available.

a minimal dataset

Implies the data is just enough to meet a certain requirement, but not more.

a constrained data pool

Focuses on how the data is a resource that is limited in size and availability.

a narrow range of data

Highlights the selection aspect that data is not diverse and represents small group.

FAQs

How can I use "a limited quantity of data" in a research paper?

You can use "a limited quantity of data" to acknowledge the constraints of your study. For example: "Due to "a limited quantity of data", the findings should be interpreted with caution."

What are some alternatives to saying "a limited quantity of data"?

You can use alternatives like "small amount of data", "restricted set of data", or "insufficient data" depending on the context.

Is it better to say "limited data" or "a limited quantity of data"?

Both phrases are acceptable, but "a limited quantity of data" is more explicit about the amount being restricted. "Limited data" is a more concise option.

How does "a limited quantity of data" affect the reliability of a study?

A "limited quantity of data" can reduce the statistical power of a study, making it harder to detect real effects and increasing the risk of false negatives. It's important to acknowledge this limitation when discussing results.