Large volume of data

USAGE SUMMARY

The phrase "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, particularly in fields like data science, IT, or research. Example: "The large volume of data collected during the experiment provided valuable insights into the subject matter."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

These projects have generated a large volume of data, which are intended as a research resource for further analysis.

Stanford University

Both TIMSS and PISA collect a large volume of data, which sometime is not being used in official reports.

Columbia University

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

The Guardian - Opinion

By analyzing this large volume of data, scientists discovered a new gene called NEK1, which has been identified as one of the most common genes associated with ALS.

The Guardian - Opinion

The council leader acknowledged that the initiative will not happen overnight, and said he expects there to be challenges due to the large volume of data it holds.

The Guardian

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

Renewable and Sustainable Energy Reviews

Dimensional reduction is a widely used technique for exploratory analysis of large volume of data.

Expert Systems with Applications

The resulting large volume of data makes manual exploration very tedious.

Web Semantics: Science, Services and Agents on the World Wide Web

For this purpose, a typical big-data framework has been constructed to process the very large volume of data.

Future Generation Computer Systems

To cope with large volume of data, an information system was designed using concepts of distributed computing and service orientation.

Automation in Construction

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

Computers and Electronics in Agriculture

Expert writing Tips

Best practice

When using "large volume of data", ensure the context clearly indicates the relevance or impact of the quantity of data being discussed. For example, specify how the amount affects analysis or processing.

Common error

Avoid using "large volume of data" when the amount isn't genuinely significant within its context. Overuse can dilute its impact; instead, use more precise quantities or descriptive adjectives if available.

Linguistic Context

The phrase "large volume of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes a substantial quantity of information, as shown in the examples provided by Ludwig.

Expression frequency: Very common

Frequent in

Science

65%

News & Media

20%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "large volume of data" is a commonly used and grammatically correct expression that indicates a substantial amount of information. Ludwig AI confirms its proper usage in various contexts. It is most frequently found in scientific and news-related domains, as demonstrated by Ludwig's examples. When using this phrase, ensure the context clearly highlights the significance of the data's quantity and avoid overuse to maintain its impact. Consider alternatives like "significant amount of data" or "substantial dataset" for variety.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Significant amount of data

Focuses on the importance and impact of the data quantity.

Substantial data set

Highlights the completeness and comprehensiveness of the data.

Extensive data collection

Emphasizes the process of gathering a large quantity of data.

Vast amount of information

Shifts focus from structured data to general information.

Considerable data resources

Emphasizes the value and availability of the data.

Huge quantity of data

Uses a more informal term to describe the amount of data.

Big data

Refers specifically to extremely large and complex data sets.

Massive data sets

Highlights the size and scale of the data involved.

Bulk data

Indicates raw, unprocessed data in large amounts.

Comprehensive data archive

Focuses on data preservation and storage

FAQs

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

You can use "large volume of data" to describe situations where the amount of data is substantial and impacts analysis or processing. For example: "Analyzing this "large volume of data" requires significant computational resources."

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

Alternatives include "significant amount of data", "substantial dataset", or "extensive data collection", depending on the specific context.

When is it appropriate to use the phrase "Large volume of data"?

It's appropriate when the amount of data is a key factor, influencing the methods, resources, or insights derived from it. If the amount is trivial, a simpler description might be more fitting.

What's the difference between "Large volume of data" and "Big data"?

"Large volume of data" refers generally to a substantial quantity of data. "Big data" specifically describes extremely large and complex datasets that require specialized processing and analysis techniques.