a volume of data

USAGE SUMMARY

The phrase "a volume of data" is correct and usable in written English.
It can be used when referring to a large quantity or amount of data, often in contexts related to data analysis, research, or information technology. Example: "The researchers collected a volume of data over several months to ensure the accuracy of their findings."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

Justice Sonia Sotomayor warned in oral arguments in the case how vulnerable privacy was in the face of such a volume of data.

The Guardian

Denial of Service attack – when a company's website is overwhelmed by a volume of data pushed to its servers in a malicious manner.

The Guardian

When serving such a cache miss, OCP must read a volume of data around the requested slice, because data are stored in 3D cuboids.

Nature

The target will generally be personally identifiable information (PII) on a company's customers, especially credit card information Denial of Service attack – when a company's website is overwhelmed by a volume of data pushed to its servers in a malicious manner.

The Guardian

User activity can be represented by a volume of transactions or by a volume of data stored, sent, and received, or simply by the quantity of mailboxes hosted out of a given server.

Microsoft® Exchange Server 2003 Scalability with SP1 and SP2

Massaging a volume of data for use and getting it right is no easy feat.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

For a higher volume of data, a Perl module to calculate the profiles is available for download.

BMC Evolutionary Biology

A great volume of data with a high velocity can contain too many redundant and obsolete cases.

Vietnam Journal of Computer Science

Interestingly, a startup can gather a large volume of data across SMBs such that it can build machine learning models that compete with those built by larger companies.

TechCrunch

The Reduce stage is often used to produce "summary" data, turning a large volume of data into a smaller summary of itself.

Journal of Cloud Computing

The confluence of all of these signals made me believe that there was an opportunity to build a low cost data management vendor who could handle more kinds of data, a higher volume of data, and a more complex workload than just SQL queries.

Huffington Post

Expert writing Tips

Best practice

When discussing data analysis or machine learning, be specific about the type of data, for example, "a volume of customer transaction data" rather than just "a volume of data."

Common error

Avoid using "a volume of data" when a more specific term like "dataset", "database", or "records" would be more precise and informative. Be clear about the nature of the data you're describing.

Linguistic Context

The phrase "a volume of data" functions as a noun phrase, typically serving as the object of a verb or the complement of a preposition. It refers to a substantial quantity of information that is often subject to analysis or processing. As Ludwig AI confirms, it is grammatically correct and widely used.

Expression frequency: Common

Frequent in

Science

35%

News & Media

33%

Formal & Business

32%

Less common in

Academia

25%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a volume of data" is a common and grammatically correct phrase used to describe a substantial amount of information. As Ludwig AI points out, it finds application across various domains, including science, news media, and business. The phrase is versatile, suitable for both neutral and formal contexts, and helps to emphasize the scale of the data being discussed. Alternatives such as ""a large amount of data"" and ""a significant quantity of data"" can be used depending on the desired level of formality and emphasis. When using this phrase, be mindful of providing specific context about the type and nature of the data to enhance clarity and avoid vagueness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a substantial amount of data

Replaces "volume" with "amount", emphasizing the quantity.

a significant quantity of data

Substitutes "volume" with "quantity" and "substantial" with "significant", indicating importance.

a large body of data

Uses "body" to suggest a collection of data, implying a more organized or structured set.

a wealth of data

Implies abundance and richness in the data available.

an extensive dataset

Replaces the more general "volume of data" with the specific term "dataset" and highlights the scale.

a considerable data collection

Emphasizes the effort involved in gathering the data.

a mountain of data

This is more informal, hyperbolically emphasizing the data's overwhelming quantity.

a deluge of data

Suggests a rapid and overwhelming influx of data.

a treasure trove of data

Emphasizes the potential value and usefulness of the data.

a vast amount of information

Broadens the scope from data to information, suggesting a more general concept.

FAQs

How can I use "a volume of data" in a sentence?

You can use "a volume of data" when referring to a large quantity of information, such as, "The research team analyzed "a volume of data" to identify trends."

What are some alternatives to "a volume of data"?

Alternatives include "a large amount of data", "a significant quantity of data", or "an extensive dataset", depending on the context.

Is it better to say "a large amount of data" or "a volume of data"?

Both phrases are correct, but "a volume of data" might be preferred in more formal or scientific contexts. "A large amount of data" is generally acceptable and widely used.

What does it mean to process "a volume of data"?

Processing "a volume of data" refers to the computational work required to analyze, transform, and extract insights from a substantial amount of data. This might involve using specialized software and hardware to handle the data efficiently.