with a distribution of

USAGE SUMMARY

The phrase "with a distribution of" is correct and usable in written English.
It can be used when discussing statistical data, probabilities, or characteristics of a dataset. Example: "The results were analyzed with a distribution of the sample data to determine the mean and variance."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

"We didn't feel it was appropriate" for the issue, with a distribution of 500,000, to carry paid ads, said William Holiber, publisher at U.S. News & World Report.

The New York Times

Shortlist held on to the number one spot with a distribution of 523,665, up 0.4% on the previous six months and 1.1% year on year.

The Guardian

The magazine was published four times a year with a distribution of about 200,000 copies through sales at stores (at $6 a copy) and subscriptions ($12 a year).

The New York Times

The giants of the men's sector remain the free titles, Mike Soutar's Shortlist, with a distribution of 502,267, down 6.2% year on year and up 0.4% period on period.

The Guardian

The market leaders in the sector remained the free titles, with Shortlist leading the field with a distribution of 526,359, up 0.5% on the period and 0.9% year on year.

The Guardian

What started as a redistribution of garden plots in a Moscow suburb may finish with a distribution of much juicier assets.

The Economist

Callot begins with a plate showing the recruitment of soldiers; brings into view ferocious combat, massacre, pillage, and rape, the engines of torture and execution (strappado, gallows tree, firing squad, stake, wheel), and the revenge of the peasants on the soldiers; and ends with a distribution of rewards.

The New Yorker

With a distribution of the resulting PSR values, we calculated mutual information.

The Journal of Mathematical Neuroscience

In addition, with a distribution of small-unit heat exchangers, this effect can be significantly reduced.

Solar Energy

When ensembles of nanocrystals with a distribution of sizes are studied, this can have profound effects on their luminescence spectra.

Nanoscale Research Letters

Fig. 5 Collage showing a large area with a distribution of morphed graphenes (Rh6 and Rh6-II) particles.

Advanced Structural and Chemical Imaging

Expert writing Tips

Best practice

When using "with a distribution of", ensure the noun following 'of' is plural, reflecting the distributed nature of the subject. For example, "with a distribution of sizes", not "with a distribution of size".

Common error

Avoid using a singular noun after "with a distribution of". It's grammatically incorrect to say "with a distribution of size"; instead, use the plural form: "with a distribution of sizes".

Linguistic Context

The phrase "with a distribution of" functions as a prepositional phrase, modifying a noun or noun phrase by describing the arrangement or spread of its components. As Ludwig AI illustrates, this phrase is frequently found in contexts where a characteristic or property is dispersed among a population or set.

Expression frequency: Very common

Frequent in

Science

81%

News & Media

19%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "with a distribution of" is a versatile prepositional phrase used to describe how items are spread within a given context. As confirmed by Ludwig AI, its grammatical status is correct, and it enjoys very common usage, particularly in scientific and journalistic writing. When employing this phrase, ensure that the following noun is plural to accurately represent the distributed nature being described. Alternative phrases like "featuring a distribution of" or "showing a distribution of" can provide subtle variations in emphasis. This phrase serves to quantify and describe the dispersion of elements, lending precision to academic, professional, and neutral communications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

featuring a distribution of

Replaces "with" with "featuring", emphasizing the display or presentation of the distribution.

showing a distribution of

Similar to 'featuring', but more directly indicates visual representation or evidence of the distribution.

characterized by a distribution of

Highlights that the distribution is a defining attribute or property.

displaying a distribution of

Indicates a visual or explicit presentation of the distribution.

exhibiting a distribution of

Suggests that the distribution is a notable or observable aspect.

possessing a distribution of

Emphasizes that the subject inherently has the distribution.

incorporating a distribution of

Suggests that the distribution is integrated or included within something else.

including a distribution of

Broader than 'incorporating', simply indicating that the distribution is one of several elements.

arranged with a distribution of

Focuses on the act of arranging something in a distributed manner.

organized with a distribution of

Similar to 'arranged', but implies a more structured or systematic distribution.

FAQs

How can I use "with a distribution of" in a sentence?

Use "with a distribution of" to describe how elements are spread or arranged within a given space or set. For example, "The forest had trees with a distribution of heights".

What's a good alternative to "with a distribution of"?

Alternatives include "featuring a distribution of", "showing a distribution of", or "characterized by a distribution of", depending on the specific context.

Is it better to say "with a distribution of" or "having a distribution of"?

"With a distribution of" and "having a distribution of" are both grammatically correct, but "with a distribution of" often sounds more natural and is more commonly used in technical and scientific writing.

Can I use "with a distribution of" to describe abstract concepts?

Yes, you can. For instance, you might say "The population exhibits opinions with a distribution of views". The phrase isn't limited to physical arrangements.