large number of data are

USAGE SUMMARY

This part of a sentence is correct and usable in written English.
You can use it when you are referring to a large set of data or information. For example: "The scientists had to analyze a large number of data in order to reach a conclusion."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Since SC is a statistical method to determine the success or failure of a chosen variable using the satisfaction ratio between 0.0 and 1.0, a large number of data are required.

International Journal of Concrete Structures and Materials

On the other hand, where a large number of data are not involved, the manual procedure can be a good compromise since it bars false misrepresents and allow some considerations concerning seismic noise and signal amplitude.

Geoenvironmental Disasters

Seen the production increase of fast information, a large number of data are generated and stored in computer database in need to discover knowledge and useful information [3], by applying data mining techniques such as association rules to present the result as a valid element for further use.

Vietnam Journal of Computer Science

A large number of data are available on the efficacy of pioglitazone in glycemic control.

Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy

To test equivalence a large number of data are required: the smaller the equivalence range, the more data are needed [ 18, 21, 22].

BMC Family Practice

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

If a large number of data is available, even a weak trend with many data points scattered far away from the trend line and thus with a correlation coefficient (r2 value) near zero can be highly significant [3].

Plosone

As only the medication pumps were audited in this second period, a large number of data were collected, so collection was not continued for a full year.

BMC Pediatrics

In the second period (1 November 2014 to 31 January 2015), there were more RSAs, in this case only affecting the medication pumps, so a large number of data were collected in only three months.

BMC Pediatrics

However, these methods are mathematically complex and often computationally slow for cases where a large number of data points are to be evaluated.

Precision Engineering

Even if the correct distribution is obtained, accurate parameter estimations using the FIM are usually valid only when a large number of data points are available, which is not often the case for biological systems [ 5].

BMC Systems Biology

As expected, although a large number of data can be measured, it is clear that not all data can be obtained.

BMC Systems Biology

Expert writing Tips

Best practice

When using the phrase "large number of data are", ensure that the context requires a formal or scientific tone. In more informal settings, consider alternatives like "lots of data" or "plenty of data".

Common error

While "data" is technically the plural of "datum", it is often used as a singular noun, especially in less formal contexts. To avoid errors, consider rephrasing using "data is" or using a more explicitly plural noun like "data points are".

Linguistic Context

The phrase "large number of data are" functions as a quantifier followed by a plural noun. As Ludwig AI suggests, it indicates a significant quantity of information available for analysis, primarily used in contexts requiring precision.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

10%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "large number of data are" is grammatically sound and suitable for formal and scientific writing, as confirmed by Ludwig AI. Although generally correct, remember that "data" is technically the plural of "datum", consider rephrasing using "data is" or using a more explicitly plural noun like "data points are". This phrase serves to emphasize the substantial quantity of available information, but its frequency is uncommon, often replaced by alternatives such as "significant amount of data exists" in less formal contexts. When using this expression, ensure that the level of formality aligns with the writing context, as the sources for this expression are often academic or scientific in nature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant amount of data exists

Replaces "number" with "amount" and uses "exists" to convey the presence of the data.

substantial quantity of data is present

Substitutes "number" with "quantity" and uses "is present" to indicate the data's availability.

considerable volume of data is available

Uses "volume" instead of "number" to emphasize the magnitude of the data and "is available" to highlight its accessibility.

extensive collection of data is compiled

Replaces "number" with "collection" and uses "is compiled" to suggest the data has been gathered.

ample supply of data is provided

Substitutes "number" with "supply" and uses "is provided" to indicate the data has been furnished.

a wealth of data exists

Emphasizes the richness and abundance of the data.

many data points are present

Focuses on individual data points within the dataset.

numerous data sets are available

Highlights the multiple sets of data that are accessible.

abundant data resources are found

Uses "resources" to emphasize the value and utility of the data.

sizable pool of data is collected

Replaces "number" with "pool" and uses "is collected" to indicate the data gathering.

FAQs

How can I use "large number of data are" in a sentence?

This phrase is used to indicate that a significant quantity of data is present or available for analysis. For example, "A "large number of data are" required for statistical analysis."

What are some alternatives to saying "large number of data are"?

Alternatives include phrases like "significant amount of data exists", "substantial quantity of data is present", or "considerable volume of data is available".

Is it correct to say "large number of data is" instead of "large number of data are"?

While some might accept "data" as singular in informal contexts, using "are" maintains grammatical correctness, given that "data" is technically plural. To avoid the issue, you might rephrase: “"large number of data points are"”.

In what contexts is "large number of data are" most appropriate?

This phrase is most appropriate in formal, academic, and scientific contexts where precision in language is important. News media and business writing can use it, but should consider readability.