a large volume of data

USAGE SUMMARY

The phrase "a large volume of data" is correct and usable in written English.
It can be used when discussing the amount of information or data being processed, analyzed, or stored. Example: "The research team is currently analyzing a large volume of data collected from various sources to identify trends."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It is worrying that such a large volume of data will be available for any organisation to search, especially the government.

The Guardian - Opinion

In addition, a Justice Department "white paper" on the N.S.A.'s call records program, released in August, said that communications logs are "a context" in which the "collection of a large volume of data" is necessary for investigators to be able to analyze links between terrorism suspects and their associates.

The New York Times

A large volume of data transfer is expected since SLAVE will request content from MASTER.

Human-centric Computing and Information Sciences

A groundwater development program requires a large volume of data from various sources.

Applied Water Science

Then, a large volume of data is analyzed from various sources in the literature.

Renewable and Sustainable Energy Reviews

However, considering the requirement for processing a large volume of data real-time, we apply the simple strategy.

EURASIP Journal on Advances in Signal Processing

This idea doesn't seem convincing, however, it produced reliable results when applied on a large volume of data.

Complex Adaptive Systems Modeling

Derived from Bayesian filters [3], EKF has high computational complexity and performs operations over a large volume of data.

Journal of the Brazilian Computer Society

The advantage of 100Credit and other Internet companies is that they can accumulate a large volume of data on borrowers.

Financial Innovation

Long-term experiments are usually connected with a large volume of data published in many different papers.

Computers and Electronics in Agriculture

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

Expert writing Tips

Best practice

When discussing datasets, quantify "a large volume of data" with specific metrics (e.g., terabytes, number of records) to provide context and enhance clarity.

Common error

Avoid using "a large volume of data" as a substitute for demonstrating actual insights or results; the quantity of data alone doesn't guarantee value.

Linguistic Context

The phrase "a large volume of data" functions as a noun phrase, typically serving as the object of a verb or preposition. Ludwig examples show its usage in describing datasets that require processing or analysis. It characterizes something by describing it.

Expression frequency: Very common

Frequent in

Science

78%

News & Media

18%

Formal & Business

4%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "a large volume of data" is a grammatically sound and frequently used expression to denote a substantial amount of information. As Ludwig AI confirms, it's appropriate for describing datasets in scientific research, news reporting, and formal business contexts. When using this phrase, remember to provide specific details when possible and avoid substituting quantity for meaningful insights. Consider alternatives like "a considerable amount of data" or "extensive data" for stylistic variation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a considerable amount of data

Replaces "large" with "considerable", suggesting a notable quantity.

a substantial amount of data

Substitutes "large" with "substantial", highlighting the significance of the quantity.

a significant amount of data

Replaces "large" with "significant", emphasizing importance rather than sheer size.

a vast quantity of data

Uses "vast" and "quantity" to amplify the sense of immensity.

a massive amount of data

Employs "massive" to convey a sense of overwhelming size.

a huge amount of data

Simple substitution of "large" with "huge", indicating great size.

a large set of data

Replaces "volume" with "set", focusing on the collection rather than the bulk.

extensive data

Uses an adjective to highlight the comprehensiveness of the data.

comprehensive data

Similar to "extensive data", emphasizing completeness and breadth.

an abundance of data

Shifts focus to the plentiful nature of the data.

FAQs

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

You can use "a large volume of data" to describe situations where significant amounts of information are collected, processed, or analyzed. For example, "The study generated "a large volume of data" that requires advanced analytical techniques."

What can I say instead of "a large volume of data"?

You can use alternatives like "a considerable amount of data", "a substantial amount of data", or "extensive data depending on the context.

What is the difference between "a large volume of data" and "a large amount of data"?

While both phrases are similar, "a large volume of data" often implies a structured or measurable collection, whereas "a large amount of data" is more general and could refer to unstructured information. Both can often be used interchangeably but, volume is better if you are considering the measure.

Is it redundant to say "a large volume of data"?

While "volume" inherently implies a significant quantity, using "large" emphasizes the scale and significance, especially when contrasting it with smaller datasets. Therefore, it is not necessarily redundant, but the context should justify the emphasis.