level of representation

USAGE SUMMARY

The phrase "level of representation" is correct and usable in written English.
It can be used in contexts discussing how information, ideas, or concepts are depicted or expressed in various forms or mediums. Example: "The level of representation in this artwork allows viewers to interpret the subject matter in multiple ways."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Do they have a need for a certain level of representation because they are a minority?

The New York Times

Secondly, sparse level of representation coefficients is promoted largely.

Signal Processing

But its level of representation will almost certainly go backward, and its relevance with it.

The Guardian - Opinion

The number in the bracket shows the total number of neurons at that level of representation.

Stanford University

Some commentators have warned that their level of representation in the new Ukrainian government is unparalleled in Europe.

The Guardian

"We are starting a meeting to decide the level of representation," he said shortly before the group convened.

The Guardian

But complaints have also been numerous, particularly between tribes over their level of representation, both Afghan and United Nations officials concede.

The New York Times

Although buyers' agents are relatively rare on the Island, a growing number of house shoppers are seeking an equal level of representation.

The New York Times

He added that it was normal for Brussels to co-ordinate the European level of representation at official Iranian events to avoid sending mixed messages to Tehran.

The Guardian

The system of reserved seats, such as that in Uganda and Rwanda, has guaranteed women will be elected and will achieve a specified level of representation.

The Guardian

And the level of representation in federal capital cases is far better than in most states with high death row populations.

The New York Times

Expert writing Tips

Best practice

When discussing statistical data, clarify what "level of representation" signifies. Is it a percentage, a ratio, or another metric?

Common error

Ensure your audience understands whether you're referring to statistical representation, political representation, or symbolic representation when using the phrase "level of representation". Be specific to avoid confusion.

Linguistic Context

The phrase "level of representation" functions as a noun phrase, often serving as the subject or object of a sentence. It describes the extent or degree to which something is depicted or exemplified. Ludwig provides examples across varied domains, confirming its broad applicability.

Expression frequency: Very common

Frequent in

News & Media

37%

Science

41%

Academia

13%

Less common in

Formal & Business

5%

Wiki

2%

Reference

0%

Ludwig's WRAP-UP

The phrase "level of representation" is a versatile term used across various fields, from politics and statistics to machine learning and the arts. As Ludwig AI confirms, it's grammatically sound and frequently employed, making it crucial to understand its nuances. Whether you're discussing the statistical proportion of a demographic, the abstraction layer in AI, or the depth of meaning in a work of art, clarity is key. Alternatives like "degree of representation" or "extent of representation" can provide subtle shifts in emphasis, but ensuring your audience grasps the intended meaning remains paramount. Pay attention to the context to avoid ambiguity and ensure effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degree of representation

Replaces "level" with "degree", emphasizing the extent or measure of representation.

extent of representation

Substitutes "level" with "extent", focusing on the scope or range of representation.

proportion of representation

Replaces "level" with "proportion", highlighting the relative amount or ratio of representation.

amount of representation

Changes "level" to "amount", stressing the quantity of representation.

scope of representation

Focuses on the breadth or reach of the representation.

standard of representation

Highlights the quality or benchmark of representation.

form of representation

Emphasizes the specific manner or style in which something is represented.

mode of representation

Replaces level with mode, stressing the manner in which it is displayed.

depth of representation

Focuses on the thoroughness or complexity of representation.

quality of representation

Emphasizes the characteristics of the representation.

FAQs

How can I use "level of representation" in a sentence?

You can use "level of representation" to discuss the degree to which a group is represented, or the depth at which a concept is represented. For example, "The study examined the "level of representation" of women in leadership roles."

What are some alternatives to "level of representation"?

Some alternatives include "degree of representation", "extent of representation", or "proportion of representation", depending on the context.

What does "level of representation" mean in statistics?

In statistics, "level of representation" typically refers to the proportion or percentage of a particular group or characteristic within a dataset or population. It indicates how well a sample reflects the larger population.

In the context of machine learning, what does "level of representation" mean?

In machine learning, the "level of representation" refers to the abstraction layer at which data is processed. Lower levels might represent raw data, while higher levels represent more complex features or concepts.