as a representative sampling

USAGE SUMMARY

The phrase "as a representative sampling" is correct and usable in written English.
It can be used when referring to a subset of data or observations that accurately reflects the characteristics of a larger group. Example: "The survey was conducted as a representative sampling of the population to ensure accurate results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Lastly, although there are several methods existing for dust collection on different sampling sites within the home, a publication by Wickens and colleagues recommended mattress dust as a representative sampling site for the measurement of allergens and endotoxin in the home environment [ 43].

BMC Pulmonary Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Only about one-fourth of the letters were on view at the Rosenbach, although a spokeswoman for the museum described them as a representative sample.

The New York Times - Arts

I can say confidently that this is true, even if, obviously, I can't claim to have taken in enough work to qualify as a representative sample.

The New York Times

The report analysed the main evening bulletins on BBC1, ITV, Channel 4 and Channel 5, and a 30-minute evening slot on Sky News, as well as a representative sample of pages from all the national daily newspapers.

The Guardian

The Loughborough study analysed the main evening bulletins on BBC1, ITV, Channel 4 and Channel 5 and a 30-minute evening slot on Sky News, as well as a representative sample of pages from all the national daily newspapers.

The Guardian

It analysed the main evening bulletins on BBC1, ITV, Channel 4 and Channel 5, and a 30-minute evening slot on Sky News, as well as a representative sample of pages from all the national daily newspapers.

The Guardian

In the United States, a similar number of students from across the country were selected as a representative sample for the test.

The New York Times

The study is based on a survey completed by officials in 47 states and in 274 districts that were selected as a representative sample of the nation's 15,000 local school districts.

The New York Times

We know better than to take YouTube commenters as a representative sample, but the vitriol appended in the comments on this video astounds even a cynical comment-avoider like me.

The New Yorker

Though the engines listed below are not the only high-tech designs available, they are among the best and serve as a representative sample of what is in showrooms.

The New York Times

The 100,000 citizens who are involved in the pilot were chosen as a representative sample of the population at large.To disarm critics, Mr Rada makes a simple point: most of the activities people engage in take place within their local community.

The Economist

Expert writing Tips

Best practice

When using "as a representative sampling", ensure that the sampling method is clearly defined and justified to support the claim that it accurately reflects the larger population or context being studied.

Common error

Avoid assuming a sampling is representative without sufficient evidence. Always acknowledge potential limitations and biases that could affect the accuracy of the sampling in reflecting the broader population.

Linguistic Context

The phrase "as a representative sampling" functions as an adverbial phrase modifying a verb. It describes how something is sampled. As Ludwig AI points out, the phrase is correct.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "as a representative sampling" is a grammatically sound expression used to describe a sampling method intended to accurately reflect a larger population. While correct, as Ludwig AI confirms, it's a relatively rare phrase. Alternatives like "as a typical sample" or "representative sample" are more common. The phrase is primarily found in scientific and research contexts, emphasizing the methodology behind data collection. To ensure clear communication, always validate and justify that the chosen sampling truly represents the broader context under investigation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

as a typical sampling

Replaces "representative" with "typical", indicating a standard example.

as a characteristic sampling

Substitutes "representative" with "characteristic", highlighting the distinctive features.

as a sample representative of

Rearranges the structure to emphasize the sample's role.

as an indicative sampling

Replaces "representative" with "indicative", pointing to what something suggests or shows.

as a sampling representative of

Modifies sentence structure to put emphasis on the quality of sampling.

as a fair sampling

Replaces "representative" with "fair", focusing on the impartiality of the sampling.

as a faithful sampling

Substitutes "representative" with "faithful", stressing the accuracy of the reflection.

as a reflection of the sampling

Shifts focus to the sampling as a reflection of a greater whole.

as a valid sampling

Replaces "representative" with "valid", stressing the accuracy of the reflection.

by way of representative sampling

Introduces the phrase using "by way of", changing the tone slightly.

FAQs

How can I use "as a representative sampling" in a sentence?

You can use "as a representative sampling" to describe a subset of data that accurately reflects a larger group. For example, "The survey was conducted "as a representative sampling" of the population to ensure accurate results."

What are some alternatives to "as a representative sampling"?

Alternatives include "as a typical sampling", "as a characteristic sampling", or "as a sample representative of", depending on the specific nuance you want to convey.

Is it redundant to say "as a representative sampling" when "representative sampling" already implies representativeness?

While "representative sampling" is commonly used, including "as a" emphasizes the intention or process of selecting a sampling that is meant to be representative. The redundancy can add clarity in certain contexts.

When is it appropriate to use "as a representative sampling" versus "representative sample"?

"As a representative sampling" typically refers to the act or method of sampling, while "representative sample" refers to the result – the specific data set obtained. For instance, you might conduct a sampling as a representative sampling, resulting in a representative sample.