a substantial quantity of data

USAGE SUMMARY

The phrase "a substantial quantity of data" is correct and usable in written English.
You can use it when discussing a large amount of information or data in various contexts, such as research, analysis, or reporting. 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

Formal & Business

Wiki

Academia

Human-verified examples from authoritative sources

Exact Expressions

2 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

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

58 human-written examples

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

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

A substantial quantity of Silurian salt is mined.

Britannica

The best permanent magnets contain a substantial quantity of cobalt.

Britannica

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

The Guardian

However, those procedures require a substantial quantity of chondrocytes for tissue engineering.

Regenerative Therapy

The precast concrete industry produces a substantial quantity of waste due to quality non-conformances.

Construction and Building Materials

Everyone known to hold a substantial quantity of Bitcoin, and even those who do not, get extorted by shady characters.

MIT Technology Review

Expert writing Tips

Best practice

When using "a substantial quantity of data", be specific about its relevance and how it supports your argument or analysis. For example, mention the source or the time period it covers to add credibility.

Common error

Avoid implying that "a substantial quantity of data" automatically guarantees accuracy or validity. Always ensure the data is properly vetted and analyzed before drawing conclusions.

Linguistic Context

The phrase "a substantial quantity of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes the amount of data being considered, as seen in Ludwig's examples.

Expression frequency: Common

Frequent in

Science

35%

News & Media

30%

Formal & Business

15%

Less common in

Encyclopedias

10%

Wiki

5%

Academia

5%

Ludwig's WRAP-UP

The phrase "a substantial quantity of data" is a common and grammatically correct way to refer to a significant amount of information. As noted by Ludwig, this phrase is often used in academic, scientific, news, and business contexts. While alternatives like "a significant amount of data" or "a considerable volume of data" exist, the best choice depends on the specific nuance you wish to convey. When using this phrase, ensure the relevance and source of the data are clear, and avoid overstating its significance without proper analysis. Ludwig AI confirms the acceptability of the phrase for professional use.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a significant amount of data

Changes the adjective to emphasize the importance of the data.

a considerable volume of data

Replaces "quantity" with "volume" to focus on the sheer size.

a large body of data

Uses "body" to suggest a collection of data, implying completeness.

an extensive dataset

Replaces the phrase with a more technical term.

a wealth of data

Implies that the data is not only large but also valuable.

a massive amount of data

Emphasizes the size of the data.

a sizable collection of data

Uses "sizable" to indicate a notable amount.

a profusion of data

Highlights the abundance of data.

copious amounts of data

Emphasizes that there's a very large quantity of data.

a mountain of data

Figuratively describes the data as imposing in size and complexity.

FAQs

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

You can use "a substantial quantity of data" to indicate that a large amount of information is available for analysis or decision-making. For example: "The research team analyzed "a substantial quantity of data" to identify key trends."

What are some alternatives to saying "a substantial quantity of data"?

Alternatives include "a significant amount of data", "a considerable volume of data", or "an extensive dataset". The best choice depends on the specific context and the nuance you want to convey.

Is it better to say "a large quantity of data" or "a substantial quantity of data"?

Both are acceptable, but "a substantial quantity of data" often implies that the amount is not only large but also significant or meaningful for the purpose at hand. "Large" simply indicates size.

How does the availability of "a substantial quantity of data" impact machine learning?

In machine learning, "a substantial quantity of data" is crucial for training effective models. The more data available, the better the model can learn patterns and make accurate predictions.