a small quantity of data

USAGE SUMMARY

The phrase "a small quantity of data" is correct and usable in written English.
It can be used when referring to a limited amount of information or data in various contexts, such as research, analysis, or data management. Example: "In our initial analysis, we found a small quantity of data that supports our hypothesis."

✓ Grammatically correct

Science

News & Media

Academia

Wiki

Formal & Business

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The new analysis at CERN included a small quantity of data that was not examined last year and looked more carefully at the ordinary, or background, effects that might mimic a Higgs appearance.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

A general theme in Big Data systems is that the raw data is increasingly diverse and complex, consisting of largely un-categorized/unsupervised data along with perhaps a small quantity of categorized/supervised data.

Journal of Big Data

In comparison with optimisation, which necessitates a large amount of disaggregate data to run, the DEA method requires only a small quantity of aggregate data to operate.

International Journal of Production Economics

Raw data in a Big Data system is unsupervised and diverse although it can consist a small quantity of supervised data.

Journal of Big Data

However, the slightly increasing tendency of lead poisoning rate in central zone since 2000 should be explained cautiously for a small quantity of epidemiological data.

BMC Public Health

Only a very small quantity of data on the pressure drop evolution with time concerning the restart of CAF is available in the open literature (Barbosa et al. 2005; Poesio and Strazza 2007; Bannwart et al. 2007; Strazza and Poesio 2012).

Journal of Petroleum Exploration and Production Technology

Time estimation in new product development (NPD) projects is often a complex problem due to its nonlinearity and the small quantity of data patterns.

Robotics and Computer-Integrated Manufacturing

The WDCM is also verified to be robust and is capable of clustering gene expression data containing a small quantity of missing values.

Algorithms for Molecular Biology

The data also indicated that a small quantity of inducer was needed when the protein expression was in control of the tac promoter.

BioMed Research International

One of the shortcomings of microarray data is that they provide a small quantity of samples with respect to the number of genes.

BMC Medical Genomics

A small quantity of urinary AS excretion was detected, but did not affect PK (data not shown).

Annals of Intensive Care

Expert writing Tips

Best practice

When using "a small quantity of data", clearly state the implications of having limited data, such as potential limitations in analysis or conclusions.

Common error

Avoid drawing definitive conclusions or making broad generalizations when your analysis is based on "a small quantity of data". Acknowledge the limited scope of your findings.

Linguistic Context

The phrase "a small quantity of data" functions as a determiner phrase followed by a noun. According to Ludwig, it's a correct and usable phrase. It modifies the noun "data", specifying the amount or extent being referred to.

Expression frequency: Very common

Frequent in

Science

35%

News & Media

30%

Academia

15%

Less common in

Formal & Business

10%

Wiki

5%

Encyclopedias

5%

Ludwig's WRAP-UP

In summary, the phrase "a small quantity of data" is a grammatically correct and commonly used expression to denote a limited amount of information. As highlighted by Ludwig, it's crucial to recognize the implications of working with limited data, such as potential constraints in analysis or conclusions. The phrase appears most frequently in scientific, news media, and academic contexts, suggesting a relatively formal or neutral register. When using this phrase, it's best practice to acknowledge the limitations and avoid drawing overly broad generalizations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a limited amount of data

Emphasizes the restricted nature of the data available.

a minimal data set

Focuses on the data set being as small as possible.

a scarce amount of data

Highlights the rarity or difficulty in obtaining the data.

a restricted volume of data

Stresses that the data volume is subject to limitations.

a reduced data size

Focuses on a lower data size compared to what would be expected.

a low volume of data

Highlights that data volume is low without expressing any implied reasons.

a trickle of data

Suggests a slow or infrequent supply of data.

a paucity of data

Emphasizes the deficiency and inadequacy of the data.

a mere fraction of data

Expresses that the smallness is notable or surprisingly low.

an insufficient quantity of data

Highlights the inadequacy of data for achieving the desired results or drawing meaningful conclusions.

FAQs

How can I use "a small quantity of data" in a sentence?

You might say, "Due to "a small quantity of data", the initial results are considered preliminary".

What are some alternatives to "a small quantity of data"?

Consider using phrases such as "a limited amount of data", "a minimal dataset", or "a scarce amount of data" depending on the context.

When is it appropriate to use the phrase "a small quantity of data"?

Use "a small quantity of data" when you need to emphasize that you are working with a limited or insufficient amount of information, which might affect the reliability or scope of your conclusions.

What implications does "a small quantity of data" have on research?

A "small quantity of data" can reduce the statistical power of your research, making it harder to detect significant effects or patterns. It may also limit the generalizability of your findings.