as a distribution

USAGE SUMMARY

The phrase "as a distribution" is correct and usable in written English.
It can be used in contexts related to statistics, probability, or data analysis when referring to a specific distribution of values or outcomes. Example: "The data points can be modeled as a distribution to better understand their behavior and trends."

✓ Grammatically correct

News & Media

Science

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

Devel::NYTProf is available as a distribution on the CPAN.

The New York Times

It plans to use the warehouse as a distribution center.

The New York Times

In those cases, the store functions as a distribution center.

The New York Times

"Everybody is pretty upset we are being targeted as a distribution group," he said.

The New York Times

It was later used by Saks Fifth Avenue as a distribution site.

The New York Times

Universal stepped in four months ago as a distribution partner, but that association quickly soured, too.

The New York Times

His father retired as a distribution manager at The Star Tribune, a daily newspaper in Minneapolis.

The New York Times - Style

The bridegroom's stepfather, Richard Peck, retired as a distribution manager at the Union Carbide Corporation in Danbury, Conn.

The New York Times - Style

(I've only used population as a distribution key, a more sophisticated key could be used, factoring in GDP for example).

The Guardian

Think of the banks' range of possible daily losses and gains as a distribution.

The Economist

Others are merely sold through the banks, which act as a distribution network.

The Economist

Expert writing Tips

Best practice

When using "as a distribution" in technical writing, clearly define the type of distribution you are referring to (e.g. normal distribution, probability distribution) to avoid ambiguity.

Common error

Avoid using "as a distribution" when a simpler term like "as a share" or "as a portion" would be more appropriate. "Distribution" often implies a structured or statistical arrangement, not just a division.

Linguistic Context

The phrase "as a distribution" primarily functions as a prepositional phrase, often modifying a noun or verb to describe something's arrangement, allocation, or statistical properties. As Ludwig demonstrates, it appears in varied contexts, illustrating its flexibility in defining how entities are spread or structured.

Expression frequency: Very common

Frequent in

News & Media

36%

Science

33%

Encyclopedias

7%

Less common in

Formal & Business

4%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "as a distribution" is a versatile prepositional phrase used to describe the arrangement, allocation, or statistical properties of something. Ludwig AI indicates that the phrase is grammatically correct and frequently used, particularly in news, scientific, and encyclopedia contexts. When using "as a distribution", ensure clarity by defining the type of distribution you're referring to. Related phrases like "functioning as a dispersal" or "acting as a dissemination" can offer alternative ways to express similar concepts. Remember to consider the specific nuance you want to convey and avoid using "as a distribution" when a simpler term would suffice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

functioning as a dispersal

Replaces "distribution" with "dispersal", emphasizing the act of scattering or spreading something.

acting as a dissemination

Substitutes "distribution" with "dissemination", highlighting the act of spreading information or ideas.

serving as a propagation

Replaces "distribution" with "propagation", focusing on the spread or transmission of something.

considered as an allocation

Replaces the entire phrase with a passive construction focusing on the action of allocating something.

viewed as a deployment

Focuses on the arrangement or positioning of something, similar to how a distribution might be arranged.

regarded as a division

Shifts the focus to how something is divided or separated into parts.

utilized as a channel

Highlights the use of something as a pathway or conduit for spreading or conveying something.

functioning as a mechanism for spreading

Expands on the phrase to specify that it is a 'mechanism for spreading'.

employed as a system of allocation

Changes 'distribution' to a 'system of allocation', emphasizing the organized process.

acting as a mode of delivery

Replaces "distribution" with "mode of delivery", focusing on how something is delivered.

FAQs

How can I use "as a distribution" in a sentence?

You can use "as a distribution" to describe how something is spread, allocated, or arranged, often in a statistical or systematic way. For instance, "The data was analyzed "as a distribution" of values to identify trends."

What are some alternatives to "as a distribution"?

Depending on the context, you could use phrases like "as a range", "as a sharing", or "as a network". The best choice depends on the specific nuance you wish to convey.

When is it appropriate to use "as a distribution"?

Use "as a distribution" when referring to a structured or statistical arrangement, such as a probability distribution, a network for delivering goods, or the allocation of resources. It's appropriate when you want to emphasize the systematic or patterned nature of the arrangement.

Is "as a distribution" interchangeable with "for distribution"?

No, "as a distribution" describes something being a distribution, while "for distribution" indicates a purpose or intended use. For example, "This report is for distribution" means the report is intended to be distributed, not that it functions as the distribution itself.