large volumes of data

USAGE SUMMARY

"large volumes of data" is correct and usable in written English.
You could use this phrase in a variety of contexts where you are referring to amounts of information, such as: "We are working with large volumes of data to identify the most efficient solutions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

— "had exfiltrated large volumes of data from the DNC," according to the U.S. intelligence community's unclassified report on Russian meddling.

The New Yorker

"The first relates to advances in machine learning – the ability to organise large volumes of data so you can get actionable intelligence.

The Guardian

Of particular concern are so-called bulk powers which allow the security and intelligence agencies to collect large volumes of data including communications and content.

The Guardian - Opinion

And enterprises need to search across large volumes of data.

TechCrunch

Parallel processing is essential in processing large volumes of data.

Journal of Big Data

We have large volumes of data to analyze click patterns and can identify suspicious activity quickly.

TechCrunch

While for large volumes of data, distributed and parallel learning methods have stronger advantages.

EURASIP Journal on Advances in Signal Processing

In recent years, large volumes of data have been massively studied by researchers and organizations.

Journal of the Brazilian Computer Society

The detection of misinformation in large volumes of data is a challenging task.

Human-centric Computing and Information Sciences

Using large volumes of data but with low variety for training the classification models [12].

Journal of Big Data

As a result, the pressure monitoring generates large volumes of data.

Journal of Petroleum Exploration and Production Technology

Expert writing Tips

Best practice

When discussing the challenges of managing information, use "large volumes of data" to emphasize the scale of the data itself. For instance, "Analyzing these "large volumes of data" requires significant computational resources".

Common error

Avoid using "large volumes of data" in contexts where "amount" or "quantity" would be more appropriate, particularly when not emphasizing the structured or organized nature of the data. Prefer using "large amount of data" when referring to a generic, unstructured collection.

Linguistic Context

The phrase "large volumes of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes a substantial quantity of information, often in a structured or organized manner. This is supported by Ludwig, which indicates it's usable in written English.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

33%

Formal & Business

10%

Less common in

Wiki

3%

Encyclopedias

2%

Reference

2%

Ludwig's WRAP-UP

In summary, "large volumes of data" is a commonly used and grammatically correct phrase that describes a substantial quantity of information. Ludwig AI confirms its usability in written English. It's often used in contexts related to science, technology, and business, where the scale of data is a significant factor. While alternatives like "large amounts of data" exist, "large volumes of data" often implies a more structured collection. When using this phrase, consider the specific context to ensure the most accurate and impactful communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Large amounts of data

Replaces "volumes" with "amounts", focusing on quantity rather than the specific arrangement.

Vast quantities of data

Substitutes "large" with "vast" and "volumes" with "quantities", emphasizing the immensity.

Huge sets of data

Uses "huge" and "sets" to highlight the extensive collection size.

Substantial data collections

Employs "substantial" and "collections" to denote a significant accumulation.

Extensive data repositories

Replaces "volumes" with "repositories", focusing on storage and scale.

Massive data resources

Utilizes "massive" and "resources" to indicate large, valuable datasets.

Considerable data reserves

Employs "considerable" and "reserves" to suggest a significant store of data.

Extensive data archives

Replaces "volumes" with "archives", highlighting the depth and breadth of preserved data.

Significant data aggregations

Focuses on the act of combining data into a substantial amount.

Profuse data streams

Employs "profuse" and "streams" to convey the continuous and abundant flow of data.

FAQs

How can I use "large volumes of data" in a sentence?

You can use "large volumes of data" to describe situations where there is a substantial amount of information. For example, "The project involves analyzing "large volumes of data" to identify trends".

What are some alternatives to "large volumes of data"?

Alternatives include "large amounts of data", "vast quantities of data", or "huge sets of data", depending on the specific context.

Is it more appropriate to say "large amount of data" or "large volumes of data"?

Both "large amount of data" and "large volumes of data" are correct, but "large volumes of data" often implies a more structured or organized collection of information, whereas "large amount of data" is more general.

What does it mean when referring to "large volumes of data" in big data contexts?

In big data, "large volumes of data" refers to one of the key characteristics of big data, often called "volume", which signifies the massive scale of data that needs to be processed and analyzed.