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 management. 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

57 human-written examples

But it is uncommon for them to be paid following the active exploitation of a bug to steal substantial quantities of data, and extremely uncommon for them to be paid to attackers who deliver payment demands in the form of a video of scrolling text set to dramatic music, asking for a payment of "six months salary", or $6m – as the HBO attackers did.

The Guardian - Tech

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

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

Expert writing Tips

Best practice

When using "substantial quantity of data", ensure the data's significance is relevant to your argument or analysis. Highlight the key insights derived from this data to emphasize its value.

Common error

Avoid claiming that a "substantial quantity of data" automatically leads to definitive conclusions. Acknowledge potential limitations and biases within the data to maintain credibility.

Linguistic Context

The phrase "substantial quantity of data" functions as a noun phrase that modifies a verb or another noun, describing the extent or amount of data being referred to. Ludwig AI indicates this phrase is grammatically correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

67%

News & Media

22%

Encyclopedias

11%

Less common in

Formal & Business

0%

Wiki

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "substantial quantity of data" is a grammatically correct and usable expression in English, as affirmed by Ludwig AI. It functions as a noun phrase, emphasizing the extensive nature of data used in various contexts. While primarily found in scientific and formal settings, it can also appear in news media, though its use implies a level of technical depth. Related phrases include "significant amount of information" and "considerable volume of data", offering alternative ways to express similar concepts. When employing this phrase, it's crucial to ensure the data's relevance and avoid overstating its significance to maintain credibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Substantial data set

Replaces "quantity of data" with a shorter, more direct term.

Significant amount of information

Replaces "quantity of data" with "amount of information", emphasizing the content's importance.

Large quantity of information

Switches from "data" to "information", broadening the scope slightly.

Considerable volume of data

Uses "volume" instead of "quantity", highlighting the size of the data.

Significant data volume

Combines "significant" and "volume" to emphasize the importance and size of the data.

Large body of evidence

Substitutes "data" with "evidence", focusing on the supporting nature of the information.

Extensive collection of data

Emphasizes the comprehensive nature of the data through "extensive collection".

Appreciable amount of data

Highlights that the data is noteworthy in size or impact.

Vast quantities of data

Uses "vast" to intensify the scale of the data.

A wealth of data

Conveys that the data is not only plentiful but also valuable.

FAQs

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

You can use "Substantial quantity of data" to describe a large amount of information used for analysis, such as, "The research relied on a "substantial quantity of data" collected over several years."

What are some alternatives to saying "Substantial quantity of data"?

Alternatives include "significant amount of information", "considerable volume of data", or "large body of evidence". The best choice depends on the context.

Is it better to say "Substantial quantity of data" or "Large amount of data"?

"Substantial quantity of data" is more formal and emphasizes the importance or impact of the data, while "Large amount of data" is simpler and more general. The better choice depends on the intended tone and audience.

What does "Substantial quantity of data" imply about the analysis?

It suggests that the analysis is based on a significant amount of information, potentially leading to more reliable or comprehensive conclusions. However, it's important to consider the quality and relevance of the data, not just the quantity.