A substantial quantity of data

USAGE SUMMARY

The phrase "A 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 reporting. Example: "The study revealed a substantial quantity of data that supports the hypothesis."

✓ 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", ensure that the context clearly indicates what the data refers to and why its quantity is significant.

Common error

Avoid using "a substantial quantity of data" if the amount isn't truly significant or if the data's impact is minimal. Ensure the quantity justifies the descriptor.

Linguistic Context

The phrase "a substantial quantity of data" functions as a noun phrase that modifies a noun. It specifies the amount of data being referenced. Ludwig AI confirms that this phrase is grammatically correct and commonly used.

Expression frequency: Common

Frequent in

Science

30%

News & Media

25%

Academia

15%

Less common in

Encyclopedias

10%

Formal & Business

10%

Wiki

10%

Ludwig's WRAP-UP

The phrase "a substantial quantity of data" is a grammatically sound and frequently used expression to emphasize a large volume of information, as validated by Ludwig AI. It functions as a noun phrase, commonly appearing in science, news, and academic contexts. Alternatives like "a considerable amount of data" or "a significant volume of data" can be used depending on the desired nuance. When using this phrase, ensure the amount is genuinely significant and relevant to the context. Be aware of potential overstatements. The phrase appears across diverse authoritative sources, highlighting its versatility and reliability in formal and neutral registers.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

A considerable amount of data

Replaces "substantial quantity" with "considerable amount", maintaining a similar meaning.

A significant volume of data

Substitutes "substantial quantity" with "significant volume", emphasizing the size of the data.

A large quantity of data

Uses "large" instead of "substantial", providing a more direct and common synonym.

A wealth of data

Replaces "substantial quantity" with "wealth", suggesting abundance and value.

An extensive collection of data

Rephrases to highlight the comprehensiveness of the data collection.

A sizable amount of data

Uses "sizable" as a synonym for "substantial", indicating a noteworthy quantity.

A vast amount of data

Emphasizes the immense scale of the data using "vast".

A mountain of data

Uses a metaphorical expression to convey a very large amount of data.

Copious amounts of data

Replaces the original phrase with more formal and sophisticated vocabulary.

A great deal of data

Expresses the idea of a large quantity in a more conversational tone.

FAQs

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

You can use "A substantial quantity of data" to emphasize that a large amount of information is available for analysis or consideration. For example: "The researchers analyzed "a substantial quantity of data" to identify patterns in consumer behavior."

What are some alternatives to "A substantial quantity of data"?

Alternatives include "a considerable amount of data", "a significant volume of data", or "a large quantity of data". The best choice depends on the specific context and the desired level of emphasis.

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

Both phrases are grammatically correct and can be used interchangeably. "Quantity" specifically refers to something that can be counted or measured, while "amount" can refer to a more general mass or collection. The choice often depends on stylistic preference.

What does it mean to have "A substantial quantity of data"?

Having "A substantial quantity of data" implies that there is a significant or considerable amount of data available. This usually suggests that there is enough data to draw meaningful conclusions or make informed decisions.