representative numbers

USAGE SUMMARY

The phrase "representative numbers" is correct and usable in written English.
It can be used when referring to numbers that exemplify or reflect a particular group or set of data. Example: "In our study, we used representative numbers to illustrate the average income levels across different demographics."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

But minority stations have claimed that they are undercounted in the new system, in part because Arbitron has struggled to include representative numbers of young and minority listeners in its sample.

The New York Times

Combined with ever-stricter centralised admissions criteria – at Cambridge, for example, the offer made to almost all candidates is now A*AA – this can make it difficult to admit representative numbers of state school students.

The Guardian - Opinion

They are also urged to consider "fair banding"—working out what mix of abilities their area provides, getting children to take an entrance exam, and then admitting representative numbers from each level of ability.The admissions code was a sop to left-wingers who hate the government's broader reforms to free schools from the control of councils, fearing that more segregation will result.

The Economist

Herminia Ibarra, a professor of leadership and organizational behavior at Insead, an international business school, and a co-author of the forum's report, said of the findings, "Study after study shows that, in most countries and industries, women enter the workplace pipeline in representative numbers.

The New York Times

Specifically, relatively important (and large enough) direct input coefficients or key coefficients (KC) will be representative numbers.

Journal of Economic Structures

Specifically, relatively important (and large enough) direct input coefficients or key coefficients (KC) will be representative numbers.  .

Journal of Economic Structures

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

As a presumable consequence, the service could lose a representative number of clients, which would represent a substantial loss in profits.

BMC Medical Informatics and Decision Making

In our opinion, the 14 days represents a good compromise between an acceptable time frame and a representative number of patients (Table 2).

Critical Care

"In a representative number of schools, it is on the increase," the society says.

The Guardian

"In the upper echelons... in management and leadership, some of the louder voices are disproportionately male, and it therefore requires more effort to seek out a more representative number of women," he acknowledges.

The Guardian

Celebrating Women The focus, in the words of Marin Alsop, is "on a small but representative number of women composers"; women as pop artists, classical soloists, National Symphony orchestra members; and "women as icons: Joan of Arc".

The New York Times - Arts

Expert writing Tips

Best practice

When using "representative numbers", clearly define the population or group that these numbers are meant to represent. This ensures clarity and avoids misinterpretation.

Common error

Avoid assuming that a small set of numbers is "representative" without proper statistical validation. Ensure that the sample size and selection method are appropriate to accurately reflect the larger population.

Linguistic Context

The phrase "representative numbers" functions as a noun phrase that typically serves as an object or complement in a sentence. It refers to numerical data that is considered typical or indicative of a larger group or population. As Ludwig AI confirms, this phrase is grammatically correct.

Expression frequency: Common

Frequent in

Science

44%

News & Media

32%

Wiki

4%

Less common in

Formal & Business

4%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "representative numbers" is a common and grammatically correct noun phrase used to describe numerical data that accurately reflects a larger population or group. Ludwig AI confirms its validity and usability. It appears frequently in science and news media, suggesting its widespread acceptance. When using this phrase, ensure the numbers are truly representative and clearly define the population being referenced. Alternatives like "typical figures" or "indicative values" can be used depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

typical figures

This alternative emphasizes the common or average nature of the numbers.

indicative values

This focuses on the numbers serving as a sign or indication of a broader trend.

characteristic values

Implies that the numbers possess qualities that define a group.

benchmark figures

Highlights the role of these numbers as a standard for comparison.

average statistics

Directly references the use of averages to represent data.

statistical sample

Highlights a part of the population intended to provide results representative of the whole.

proportionate figures

This highlights that the figures are adjusted so that they are correct in relation to each other or to a whole.

balanced statistics

This highlights that the statistics are properly weighted.

estimated numbers

This emphasizes that the numbers may be approximate or calculated.

general estimates

Highlights that the numbers are a broad approximation, rather than a precise calculation.

FAQs

How do you use "representative numbers" in a sentence?

You can use "representative numbers" to refer to figures that accurately reflect a larger group. For example, "The study used "representative numbers" to show income distribution across the country".

What's a good alternative to "representative numbers"?

Alternatives include "typical figures", "indicative values", or "average statistics", depending on the specific context.

What makes numbers truly "representative"?

For numbers to be considered "representative", they must be derived from a sample that accurately reflects the characteristics of the entire population being studied. This often involves using random sampling techniques and ensuring a sufficient sample size.

Is there a risk of bias when using "representative numbers"?

Yes, bias can occur if the sample used to derive the "representative numbers" is not truly random or if certain subgroups are underrepresented. It's crucial to carefully consider the methodology used to collect and analyze the data.