a wide range of numbers

USAGE SUMMARY

The phrase "a wide range of numbers" is correct and usable in written English.
You can use it when discussing various numerical values or data points in a context such as statistics, mathematics, or analysis. Example: "The survey results showed a wide range of numbers, indicating diverse opinions among the participants."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Like all good economists, he looks at a wide range of numbers and then tries to find a conceptual structure that will explain them.

The New Yorker

This scheme allowed a wide range of numbers to be represented by just a few beads and, together with the invention of zero in India, may have inspired the invention of the Hindu-Arabic number system.

Encyclopedia Britannica

(As it occupies a full block, the developers had a wide range of numbers to choose from; they settled on 18 because it is lucky in feng shui numerology, Mr. Wuestneck said).

The New York Times

It is reassuring that the performances of the methods, relative to each other, remain at a similar level for a wide range of numbers of components retained.

Brain Informatics

Rather than offer a series of multiple choice answers to problems, the team provided the answers to algebraic questions and offered a wide range of numbers for students to formulate.

Huffington Post

Across a wide range of numbers of SNPs, SConES is at least two orders of magnitude faster than graphLasso and one order of magnitude faster than ncLasso.

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Group 3 (medium density, and medium sp2 content, and relatively high hydrogen contents) and Group 4 (low sp2 content, low density, and a wide range of hydrogen contents) had a wide range of number of adhering cells.

Surface and Coatings Technology

High-pass-filtered extended Infomax obtains the best (lowest) ERD peak score over all numbers of components retained and retains its leading position over a wide range of number of components retained (10 25 components).

Brain Informatics

The computational time required for the prediction of a network across a wide range of number of genes was evaluated.

BMC Systems Biology

However, it could be quite difficult or even confusing to assess the prognosis of patients with a wide range of number and size of tumor nodules.

BMC Gastroenterology

PTLDS patients presented with a wide range of number of IgG bands present, whereas those in the final two groups all presented with negative IgG results.

BMC Infectious Diseases

Expert writing Tips

Best practice

When using "a wide range of numbers", ensure the context clearly indicates what these numbers represent and why their range is significant. For example, specify the units of measurement or the variable being quantified.

Common error

Avoid using "a wide range of numbers" without providing specific examples or context. This can make your statement vague and uninformative. Always provide examples of the high and low end of the range, or explain the implications of this range.

Linguistic Context

The phrase "a wide range of numbers" functions as a noun phrase, typically serving as a subject, object, or complement within a sentence. Ludwig indicates it is usable and correct. This phrase denotes a set of numerical values that span a considerable interval.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

20%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a wide range of numbers" is a grammatically sound and usable phrase that describes a diverse set of numerical values. According to Ludwig, the phrase is correct and useful in writing. It's most commonly found in scientific and news-related contexts. When employing this phrase, ensure you provide sufficient context and examples to avoid vagueness. Alternatives such as "a broad spectrum of numbers" or "a diverse array of numbers" can be used depending on the specific emphasis you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a broad spectrum of numbers

Replaces "wide range" with "broad spectrum", emphasizing the diversity within the numbers.

a diverse array of numbers

Substitutes "wide range" with "diverse array", highlighting the varied nature of the numbers.

a considerable variety of numbers

Replaces "wide range" with "considerable variety", focusing on the extensive selection of numbers.

a substantial collection of numbers

Emphasizes the quantity of numbers rather than the scope of their range.

a comprehensive set of numbers

Indicates that the numbers are complete and thorough.

an extensive series of numbers

Highlights that the numbers are sequential or related in some way.

a great assortment of numbers

Replaces "wide range" with "great assortment", suggesting a mix of different types of numbers.

a multitude of numbers

Focuses on the large quantity of numbers present.

a sweeping gamut of numbers

Uses "sweeping gamut" to emphasize the comprehensiveness of the range.

a whole host of numbers

This alternative phrase implies abundance, emphasizing the quantity of numbers available.

FAQs

How can I effectively use "a wide range of numbers" in a sentence?

To effectively use "a wide range of numbers", provide context and specify the variable being quantified. For instance, instead of saying "The results showed a wide range of numbers", try "The test scores showed "a wide range of numbers", from 60 to 95, indicating varied comprehension levels".

What phrases can I use instead of "a wide range of numbers"?

You can use alternatives such as "a broad spectrum of numbers", "a diverse array of numbers", or "a considerable variety of numbers" depending on the specific nuance you want to convey.

Is it more appropriate to say "a wide range of numbers" or "a large number of numbers"?

"A wide range of numbers" emphasizes the spread or scope of the numerical values, while "a large number of numbers" focuses on the quantity of numbers. The choice depends on whether you want to highlight the distribution or the sheer amount.

What's the difference between "a wide range of numbers" and "a wide range of values"?

"A wide range of numbers" specifically refers to numerical data, while "a wide range of values" can refer to any type of data that can be quantified or assessed, including non-numerical attributes like opinions or qualities.