a limited amount of data

USAGE SUMMARY

"a limited amount of data" is a correct and usable phrase in written English.
It can be used when talking about a small or restricted amount of information or evidence. Example: The researchers were only able to gather a limited amount of data from their study due to budget constraints.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Later improvements made the device more durable, but it still collected a limited amount of data.

The New Yorker

Usually this process is expensive and labor intensive with a limited amount of data available.

Chemical Engineering Journal

A limited amount of data is typically available to support product license applications.

Drug Discovery Today

In response he and Team Sky released a limited amount of data during the race, while Froome stated he would undergo independent physiological testing to prove his probity.

The Guardian - Sport

Such an issue can arise in uncertainty quantification when only a limited amount of data is available.

Journal of Computational Physics

Assessment of the accuracy in probabilistic design is essential if only a limited amount of data is available.

Structural Safety

When I spoke with Pablo Chavez, in Google's Washington office, he told me that the company is experimenting with "crumbling cookies," or smaller cookies "that collect a limited amount of data" and vanish over time.

The New Yorker

Being systematic and easily transferable, fuzzy logic represents an efficient approach, particularly adapted to carry out large scale preliminary survey in areas offering a limited amount of data.

Geoderma

Users can estimate the environmental performance of their crops by entering a limited amount of data and following a few easy steps.

Journal of Environmental Management

The advantage of this new CLD formulation is the accuracy of the derived CLD for a wide range of composite materials, even when only a limited amount of data is available.

International Journal of Fatigue

However, load estimation is not a trivial task due to the complex behaviour of constituents in natural streams, the variability of water flows and often a limited amount of data.

Journal of Hydrology

Expert writing Tips

Best practice

When using the phrase "a limited amount of data", clearly explain the implications of this limitation within your context. For instance, specify how the limited data affects the reliability or scope of your conclusions.

Common error

Avoid making broad generalizations or definitive statements when your analysis is based on "a limited amount of data". Acknowledge the limitations and suggest areas for further research or data collection to strengthen your findings.

Linguistic Context

The phrase "a limited amount of data" functions as a determiner phrase followed by a noun, serving to quantify and describe the extent of available information. As Ludwig AI suggests, this phrase is considered grammatically sound and appropriate for use in written English.

Expression frequency: Very common

Frequent in

Science

46%

News & Media

30%

Formal & Business

24%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a limited amount of data" is a versatile and frequently used phrase across numerous domains, particularly in science and media. As Ludwig AI confirms, the phrase is grammatically correct and serves to describe a situation where available information is restricted. When using this phrase, it's important to consider the implications of the data limitation and to avoid overstating conclusions. Alternatives like "insufficient data" or "a scarce amount of data" can provide subtle variations in meaning depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a small quantity of data

Emphasizes the reduced size of the data available, differing in the choice of 'quantity' instead of 'amount'.

a scarce amount of data

Highlights the rarity of the data, implying that it is not readily available.

a restricted data set

Focuses on the dataset itself being limited, rather than the amount.

a narrow data set

Highlights the restricted or constrained nature of the data.

insufficient data

Indicates that the data is not enough for a particular purpose or analysis.

a paucity of data

Uses 'paucity' to denote a significant lack or shortage of data, sounding more formal.

a trickle of data

Implies a slow and limited flow of data, suggesting minimal information.

a modicum of data

Suggests a very small or moderate amount of data, often barely sufficient.

a fragment of data

Emphasizes the incompleteness and small portion of the data available.

a snapshot of data

Implies that the data represents only a brief moment in time, thus limited in scope.

FAQs

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

You can use "a limited amount of data" to describe situations where the available information is scarce, such as, "Due to "a limited amount of data", the study's conclusions should be interpreted cautiously."

What are some alternatives to "a limited amount of data"?

Alternatives include "insufficient data", "a scarce amount of data", or "a restricted data set", depending on the nuance you wish to convey.

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

Yes, "a limited amount of data" is suitable for formal writing as it is a clear and professional way to describe a situation where data is restricted. Ensure you also explain the consequences of this limitation.

How does "a limited amount of data" affect research outcomes?

"A limited amount of data" can lead to uncertainty in research findings, making it difficult to draw definitive conclusions. It often necessitates cautious interpretation and further investigation to validate initial results.