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

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

58 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

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

The Guardian

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

Plosone

A substantial volume of research had consistently found substantial associations between pain-related catastrophizing and pain-related disability [ 58- 62].

BMC Musculoskeletal Disorders

Patients with femoral fracture account for a substantial volume of orthopaedic hospitalizations.

BMC Musculoskeletal Disorders

Models based on data generated from experimental studies suggest that substantial volumes of solid tumours are exposed to cyclic episodes of acute or transient hypoxia.

European Journal of Nuclear Medicine and Molecular Imaging

Expert writing Tips

Best practice

When using "substantial volume of data", ensure that the context clearly indicates what kind of data is being referred to, and why its volume is significant.

Common error

Avoid using "substantial volume of data" without providing specific details about the data's relevance or impact. Simply stating the volume without context can make the statement vague and less meaningful.

Linguistic Context

The phrase "substantial volume of data" functions as a noun phrase, typically acting as the object of a verb or the subject of a clause. It describes the quantity of information being referred to. Ludwig shows the phrase used in various scientific papers and news reports to describe large datasets.

Expression frequency: Common

Frequent in

Science

50%

News & Media

30%

Encyclopedias

20%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "substantial volume of data" is a grammatically correct and commonly used expression to describe a significant amount of information. As confirmed by Ludwig, it frequently appears in scientific and news contexts, indicating its relevance in both technical and general discussions. To ensure clarity, it's essential to provide context when using the phrase, specifying the type and relevance of the data. Alternatives like "significant amount of data" or "large quantity of data" can be used depending on the desired nuance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant amount of data

Replaces "substantial volume" with "significant amount", changing the emphasis from volume to quantity.

large quantity of data

Substitutes "substantial volume" with "large quantity", providing a more direct and common alternative.

considerable amount of data

Replaces "substantial volume" with "considerable amount", indicating a notable quantity.

extensive collection of data

Changes the structure to emphasize the "collection" aspect, suggesting a gathered set of data.

vast quantity of data

Replaces "substantial" with "vast", intensifying the sense of a large amount.

massive amount of data

Uses "massive" to highlight the large size of the data.

huge volume of data

Uses "huge" instead of "substantial", making the expression slightly more informal.

significant data resources

Focuses on the data as a "resource", changing the perspective slightly.

large data sets

Emphasizes the "sets" of data, implying structured collections.

extensive data holdings

Highlights the "holdings" aspect, suggesting data that is owned or managed.

FAQs

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

You can use "substantial volume of data" to describe situations where there is a large amount of information. For example, "The study generated a "substantial volume of data", which required extensive analysis."

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

Alternatives include "significant amount of data", "large quantity of data", or "considerable amount of data" depending on the specific nuance you want to convey.

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

Both phrases are correct, but "substantial volume of data" may sound more formal. The best choice depends on the context and your desired tone.

What does "substantial volume of data" imply?

It implies that the amount of data is not only large but also significant or important in some way, often requiring careful management or analysis.