substantial quantity of data

USAGE SUMMARY

The phrase "substantial quantity 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 collection. Example: "The study was based on a substantial quantity of data collected over several years, which provided valuable insights into the trends."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

However, a substantial quantity of data has been accrued to implicate chronic metabolic acidosis as an additional important factor [ 13].

BMC Nephrology

Even if observations may be more doubtful than from other datasets (i.e. there is no way to check data a posteriori), these rapid botanical surveys provide the very substantial quantity of data required to enhance our understanding of species distribution (Guitet et al. 2014).

AoB PLANTS

The work here has only touched on the full content of even this small metabolic model simply exploring the appropriate cellular context by varying bath metabolite pool sizes, and potential multiplicity of fixed points by varying initial internal metabolite concentrations, generates a substantial quantity of data requiring significant analysis effort.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Precisely, executing a processing step each time a small fragment of data arrives can have a great impact on performance, as opposed to executing only when a certain substantial quantity of new data is available.

Journal of Internet Services and Applications

A substantial quantity of EMR data is in natural language form and there are concerns that automated tools for detecting identifiers are imperfect and leak information that can be exploited by ill-intentioned data recipients.

Journal of Biomedical Informatics

In contrast, a substantial quantity of mouse Psg genomic data in the public domain is fragmented, incomplete and somewhat unreliable.

BMC Genomics

The best permanent magnets contain a substantial quantity of cobalt.

Encyclopedia Britannica

A substantial quantity of Silurian salt is mined.

Encyclopedia Britannica

Will standardizing date labels really save a substantial quantity of food?

The Guardian

Or giving away a more substantial quantity of Amazon Coins.

TechCrunch

The machine, which contained a "substantial" quantity of cash, was later found empty on Machen mountain.

BBC

Expert writing Tips

Best practice

Consider specifying the type of data (e.g., "substantial quantity of patient data") to provide more context and relevance to your audience.

Common error

Avoid using "substantial quantity of data" without providing evidence or context to support its significance. Simply stating that there is a lot of data doesn't automatically make it valuable or meaningful.

Linguistic Context

The phrase "substantial quantity of data" functions as a noun phrase, describing the amount of information. As confirmed by Ludwig, it is grammatically correct. Examples show its usage in scientific and general contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Encyclopedias

20%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "substantial quantity of data" is a grammatically correct and usable expression to describe a considerable amount of information. Ludwig AI confirms this, and the provided examples highlight its usage in various scientific and general contexts. While it's most frequently found in scientific and academic settings, it also appears in news media and encyclopedia entries. When using this phrase, it's important to contextualize why the quantity is significant and to avoid overstating its importance without supporting evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant amount of data

Uses "significant" instead of "substantial" and "amount" instead of "quantity", changing the emphasis slightly.

considerable volume of data

Replaces "substantial" with "considerable" and "quantity" with "volume", altering the tone and emphasis.

large body of data

Substitutes "substantial quantity" with "large body", presenting a more holistic view of the data.

extensive collection of data

Uses "extensive collection" to emphasize the comprehensiveness of the data.

vast amount of data

Replaces "substantial quantity" with "vast amount", increasing the sense of scale.

appreciable quantity of data

Uses "appreciable" to suggest the data is worth noting.

notable volume of data

Replaces "substantial" with "notable" to indicate the data is worthy of attention.

bulk of data

Replaces "substantial quantity" with "bulk", emphasizing the size or weight of the data.

ample supply of data

Changes "substantial quantity" to "ample supply", suggesting that there is enough data.

significant data set

Simplifies the phrase to focus on the overall significance of the data set, which is the implication of a "substantial quantity".

FAQs

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

You can use "substantial quantity of data" to describe the amount of information available for analysis, research, or decision-making. For example, "The study was based on a "substantial quantity of data" collected over several years".

What can I say instead of "substantial quantity of data"?

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

Which is correct, "substantial quantity of data" or "substantial amount of data"?

Both "substantial quantity of data" and "substantial amount of data" are correct. The choice between them often depends on stylistic preference, although "quantity" tends to be more precise when referring to countable items, while "amount" is used for uncountable items.

What's the difference between "substantial quantity of data" and "extensive data"?

"Substantial quantity of data" emphasizes the volume, while "extensive data" suggests completeness and breadth of the data.