substantial data volume

USAGE SUMMARY

The phrase "substantial data volume" is correct and usable in written English.
It can be used when referring to a large amount of data in contexts such as data analysis, storage, or processing. Example: "The project requires substantial data volume to ensure accurate results in our analysis."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

There are substantial data to support the hypothesis that lung volume change is not simply due to a balloon-like isotropic change in alveolar volume.

Critical Care

There are substantial data supporting the concept that algorithms that effectively limit fluid volumes to patients undergoing elective surgery, particularly intraoperatively, significantly reduce perioperative morbidity.

Stanford University

There is substantial data describing this vicious circle.

The New York Times

Partial-volume effect (PVE) at the edges is another factor contributing to underestimation of the values with SUVmean[5],[22],[24]. Consequently, SUVmean is characterized by substantial data variability within the VOI as shown by CVs generally greater than 40% (Figure 4).

EJNMMI Research

However, it may not be suitable for substantial data transfer.

Journal of Cloud Computing: Advances, Systems and Applications

Substantial data implicate fruit bats (Pteropus spp).

Emerging Infectious Diseases

However, that doesn't fly with burgeoning data volumes.

MIT Technology Review

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

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

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

Expert writing Tips

Best practice

When discussing data analysis or storage capacity, use "substantial data volume" to clearly indicate a significant amount of data is involved.

Common error

Avoid using "substantial data volume" when you simply mean a sufficient amount of data. "Substantial" implies a quantity that is significant or considerable.

Linguistic Context

The phrase "substantial data volume" functions as a noun phrase. Ludwig AI explains it's used to describe a significant quantity of data, often in contexts relating to data analysis, storage, or processing.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "substantial data volume" is a grammatically sound phrase used to denote a significant amount of data. Ludwig AI indicates that its function is primarily descriptive, highlighting the scale of data in diverse contexts ranging from scientific research to media reporting. While versatile, remember that it implies a quantity that is considerable and noteworthy, not merely adequate.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Significant amount of data

A more direct way to express the concept of having a considerable data volume

Substantial data resources

Focus on the data as a valuable source for analysis and decision-making.

Significant data quantity

Emphasizes the numerical aspect of the data being large.

Considerable data size

Highlights the physical dimension or storage requirement of the data.

Large data set

Focuses on data organized in a structured manner.

Extensive data collection

Highlights the process of gathering a large amount of information.

Comprehensive data archive

Implies an exhaustive and well-maintained collection of data.

Appreciable data load

Highlights the burden or impact that large data has on systems or analysis.

Voluminous data resources

Emphasizes the abundance and value of the available data.

Massive data storage

Focuses on the infrastructure needed to accommodate a large data.

FAQs

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

You might say, "The project requires a "substantial data volume" to accurately train the machine learning model", or "The new regulations will generate a "substantial data volume" that must be securely stored".

What is an alternative to using "substantial data volume"?

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

When is it appropriate to use "substantial data volume"?

It's appropriate when you want to emphasize that the amount of data is not just adequate but is large enough to be noteworthy or require special consideration.

What's the difference between "substantial data volume" and "big data"?

"Substantial data volume" simply refers to a large amount of data. "Big data", on the other hand, implies data that is so large and complex that it requires advanced processing techniques and technologies.