Substantial volume of data

USAGE SUMMARY

The phrase "Substantial volume of data" is correct and usable in written English.
It can be used when discussing a large amount of information or data in various contexts, such as research, analysis, or data management. Example: "The research team collected a substantial volume of data to support their findings."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Wiki

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

However, this substantial volume of data contains fluorescence contributions from only a limited number of elements, probably numbering less than 20, together with the inelastic and elastic scatter, and background.

Chemical Reviews

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

For example, Pegged Software, the company I founded, collects, analyzes and incorporates substantial volumes of data and employs predictive analytics to match an institution's needs and desired culture with large amounts of information on applicants.

Huffington Post

Social psychologists now have a substantial volume of observation data covering a range of topics; the evidence remains loosely coordinated, however, and the field is beset by many different theories and conceptual schemes.

Encyclopedia Britannica

Nevertheless, the substantial volume of biological data adds computational complexity to downstream analyses including functional annotation of gene sequences of a donor genome [ 9].

BioMed Research International

Viscusi and Aldi's 2003 meta-analysis compares many labor market studies using different data sets and models.[2] This approach requires access to a substantial volume of detailed labor data.

WikiHow

Finally, there has been a substantial volume of work that has capitalised on the rich detail of the Agincourt HDSS data in terms of undertaking spatio-temporal analyses of mortality patterns (22– 31).

Global Health Action

However, the major disadvantage is the substantial volume of waste washing water generated by inhibitor removal.

Nature

However, he still needs to demonstrate that his prototype can chill a substantial volume of water.

MIT Technology Review

Only this month, the inquiry had received a substantial volume of papers, Mr Batchelor revealed.

The Guardian

However, the major disadvantage of these studies is the substantial volume of waste washing water generated by inhibitor removal.

Nature

Therapies that directly mitigate drusen should prepare for the substantial volume of neutral lipids.

Plosone

Expert writing Tips

Best practice

When using "substantial volume of data", ensure the context clearly indicates what type of data is being referred to and why its volume is significant. Providing specific examples or comparisons can enhance clarity and impact.

Common error

Avoid using "substantial volume of data" when the quantity is not truly significant within the context. Overusing the phrase can dilute its impact and credibility. Instead, use more precise descriptors to accurately portray the amount.

Linguistic Context

The phrase "substantial volume of data" functions as a noun phrase, typically used as an object or complement in a sentence. Ludwig confirms that it's usable in written English.

Expression frequency: Common

Frequent in

Science

44%

News & Media

35%

Academia

8%

Less common in

Formal & Business

7%

Wiki

4%

Encyclopedias

2%

Ludwig's WRAP-UP

The phrase "substantial volume of data" is a grammatically sound and commonly used expression to denote a significant quantity of data. As Ludwig AI confirms, it is perfectly acceptable in written English. Predominantly found in scientific and news contexts, the phrase serves to emphasize the scale or importance of information. Alternatives such as "significant amount of data" or "large quantity of data" can be used depending on the desired nuance. When employing this phrase, ensure the context clarifies the type and significance of the data. Overuse can diminish its impact, so precision is key.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Significant amount of data

Replaces "substantial volume" with "significant amount", maintaining the core meaning but with slightly different wording.

Large quantity of data

Substitutes "substantial volume" with "large quantity", offering a more direct and simple alternative.

Considerable amount of data

Uses "considerable amount" instead of "substantial volume", suggesting a noteworthy quantity.

Extensive data set

Replaces the phrase with a description of the data itself being extensive instead of directly using the phrase in question.

Vast amounts of data

Emphasizes the scale of the data using "vast amounts" in place of "substantial volume".

Huge data sets

A shorter, more informal way to indicate the same idea, focusing on the size of the datasets.

A wealth of data

Implies the data is not only plentiful but also valuable or informative.

Copious data

This alternative implies a very large quantity of data that is readily available.

Bulk of the data

Focuses on the majority or largest portion of the available data.

Large-scale data

This alternative describes the data itself as being produced at a large scale, changing the core sentence structure.

FAQs

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

You can use "Substantial volume of data" to describe a large amount of information, such as, "The research project generated a substantial volume of data requiring careful analysis".

What can I say instead of "Substantial volume of data"?

You can use alternatives like "significant amount of data", "large quantity of data", or "considerable amount of data" depending on the context.

Which is correct, "Substantial volume of data" or "Large volume of data"?

Both "Substantial volume of data" and "Large volume of data" are correct, but "Substantial volume of data" may imply a more significant or noteworthy quantity. The choice depends on the specific nuance you want to convey.

What's the difference between "Substantial volume of data" and "Extensive dataset"?

"Substantial volume of data" refers to the quantity of data, whereas "extensive dataset" refers to the comprehensiveness or scope of the dataset itself. They are related but emphasize different aspects.