substantial amount of data

USAGE SUMMARY

The phrase "substantial amount of data" is correct and usable in written English.
It can be used when discussing a significant quantity of information or data in various contexts, such as research, analysis, or reporting. Example: "The study revealed a substantial amount of data that supports the hypothesis."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

39 human-written examples

The substantial amount of data gathered on the treatment to date demonstrate that PSD502 is safe and highly effective.

The Guardian - Business

But all data will have some utility – and a substantial amount of data use will exist under the tail of the distribution with many data sets used by only a few.

The Guardian

An accurate prediction of the detailed features of solute plumes requires collecting a substantial amount of data.

Journal of Hydrology

However, an investigative committee later found that a substantial amount of data from postmarketing clinical trials did not match patient records, indicating deliberate manipulation.

Science Magazine

Edge computing [72]: The proliferation of Internet of Things (IoT) devices introduces a substantial amount of data traffic in the mobile network.

EURASIP Journal on Wireless Communications and Networking

A substantial amount of data exists comparing insulin glargine and neutral protamine Hagedorn (NPH) insulin for long-acting basal insulin coverage.

Journal of Diabetes and its Complications

Human-verified similar examples from authoritative sources

Similar Expressions

21 human-written examples

"We will appeal  the decision as Uber has already provided substantial amounts of data to the California Public Utilities Commission, information we have provided elsewhere with no complaints.

TechCrunch

If substantial amounts of data are available, maximum likelihood can be used to estimate the parameters of the beta distribution but the method of moments works well, subject to testing and adjustment.

New Zealand Journal of Forestry Science

The success of any attempt at improving or optimizing energy and water use in any industrial process requires a comprehensive knowledge of the production system and relies on substantial amounts of data, which in turn can allow the most profitable and environmentally friendly operation.

Handbook of Water and Energy Management in Food Processing

The Caribbean region also contributed substantial amounts of data to the Ocean Biogeographic Information System (OBIS) database and proposed a sister project to the established Census of Coral Reef Ecosystems (CReefs), aimed to update and clarify the taxonomy and distribution of the major benthic coral reefs groups.

Plosone

Estimation of r g requires substantial amounts of data [ 2- 4].

Genetics, Selection, Evolution

Expert writing Tips

Best practice

When using "substantial amount of data", ensure the context clearly indicates what this data pertains to and why its quantity is significant.

Common error

Avoid using "substantial amount of data" when the actual data is limited or doesn't significantly impact the analysis or conclusion. Be sure that the amount of data is truly substantial for your situation, otherwise use terms like "some data" or "limited data".

Linguistic Context

The phrase "substantial amount of data" functions as a noun phrase that typically acts as the subject or object in a sentence. It describes the quantity of data being discussed. As Ludwig AI confirms, this is a grammatically correct and usable phrase.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

17%

Formal & Business

8%

Less common in

Encyclopedias

1%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "substantial amount of data" is a common and grammatically correct way to describe a significant quantity of information. As Ludwig AI explains, it is suitable for various contexts, particularly in science and news media, with a slightly formal tone. When using this phrase, it's crucial to ensure the context clearly specifies the data's relevance and the importance of its quantity. Alternatives such as "significant volume of data" or "considerable quantity of data" can be used to vary your language while maintaining clarity. Avoid exaggerating the significance of the data; make sure its "substantial" nature genuinely impacts the analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant volume of data

Replaces "amount" with "volume" and "substantial" with "significant", emphasizing the size of the data.

considerable quantity of data

Substitutes "substantial" with "considerable" and "amount" with "quantity", highlighting the extent of the data.

large quantity of information

Replaces "data" with "information", focusing on the informative aspect rather than the raw data itself.

extensive data set

Uses "data set" to describe the complete collection, emphasizing its extensiveness.

notable body of data

Emphasizes the importance and size of the data using "notable body".

appreciable volume of information

Combines "appreciable" to indicate a noticeable amount and "information" instead of "data".

significant accumulation of data

Focuses on the process of gathering a large amount of data over time.

comprehensive data collection

Highlights that data has been collected widely and inclusively.

copious amounts of data

Uses "copious" to emphasize the abundance or plentiful nature of the data.

remarkable quantity of information

Replaces "data" with "information" and "substantial" with "remarkable", implying surprise about the amount.

FAQs

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

You can use "substantial amount of data" to describe a large collection of information. For example: "The research team collected a "substantial amount of data" to support their findings."

What are some alternatives to "substantial amount of data"?

You can use alternatives like "significant volume of data", "considerable quantity of data", or "extensive data set" depending on the context.

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

"Substantial amount of data" and "large amount of data" are similar, but "substantial" often implies that the amount is not only large but also significant or important. The best choice depends on the specific nuance you want to convey.

When should I use "substantial amount of data" versus "considerable amount of data"?

Both phrases are similar, but "substantial" might suggest a greater degree of impact or significance compared to "considerable". Use "substantial amount of data" when the quantity has notable implications. If you just want to denote quantity, use "considerable amount of data".