Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
appropriate representation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "appropriate representation" is correct and usable in written English.
You can use it when discussing the suitability or correctness of a depiction or portrayal in various contexts, such as art, media, or data. Example: "The film received praise for its appropriate representation of diverse cultures and perspectives."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
59 human-written examples
Public health research could compete if calls are developed appropriately, and decision-making boards have the appropriate representation for decision-making.
He said he also wanted a commitment from Mr. Romney, assuring him that there would be "appropriate representation" of conservatives in a Romney administration.
News & Media
Is the Group of 8 still relevant or should it be scratched to give way to the G-20 — a more appropriate representation of today's world powers?
News & Media
"Appropriate representation of the tundra nomads who have precious little time to spare in their annual calendar and for the most part operate far from the levers of regional decision is extremely challenging".
News & Media
If you can't demonstrate that you are aware of appropriate representation of yourself, the employer will have fears about how you might conduct yourself in respect of its product, brand or service.
News & Media
In some cases we have found that the services were provided, or the care intervention was contraindicated, but we failed to capture the documentation for reporting that was necessary to provide a more appropriate representation of our compliance.
News & Media
"Appropriate representation in technology... will depend upon more people having the opportunity to gain necessary skills through the public education system," Maxine Williams, the company's global director of diversity, wrote.
News & Media
The prediction of conversion requires an appropriate representation of partial segregation of the initiator feedstream.
Science
The appropriate representation of the loading due to induced strain actuation is discussed.
In this case, a more appropriate representation of the backscattering signal is the covariance matrix.
Facial feature extraction attempts to find the most appropriate representation of facial images for recognition.
Expert writing Tips
Best practice
When discussing diversity and inclusion, use the phrase "appropriate representation" to emphasize the importance of fair and equitable portrayal of different groups.
Common error
Be careful not to use "appropriate representation" as a superficial gesture. Ensure that representation is meaningful and avoids stereotypes or reinforces harmful biases.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "appropriate representation" functions primarily as a noun phrase. It typically acts as a subject or object in a sentence, referring to the idea of accurate and suitable portrayal. Ludwig AI confirms that this phrase follows standard grammar rules and is usable in written English.
Frequent in
Science
55%
News & Media
35%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "appropriate representation" is a grammatically correct and frequently used phrase that emphasizes the importance of fair and accurate portrayal. As Ludwig AI underlines, its usage spans across diverse fields, including science, news, and formal contexts. When using this phrase, it's crucial to ensure that representation is meaningful and avoids tokenism. Alternatives such as "suitable depiction", "proper portrayal", and "adequate reflection" offer nuanced ways to convey similar meanings.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
suitable depiction
This alternative emphasizes the act of showing or portraying something in a fitting manner.
proper portrayal
This emphasizes accuracy and adherence to accepted standards in the way something is presented.
fitting demonstration
This highlights how well something serves to prove or clarify a point.
adequate reflection
This highlights the extent to which something mirrors or shows something else.
relevant presentation
This emphasizes how closely something is connected to the matter at hand.
accurate rendering
This focuses on precision and faithfulness in the execution or performance of something.
apt illustration
This refers to a particularly pertinent or skillful example.
befitting characterization
This highlights the suitability of the description or classification assigned to someone or something.
representative sample
This refers to the typical values in a given dataset.
correct abstraction
This relates to how simplified version can describe a particular dataset.
FAQs
How can I use "appropriate representation" in a sentence?
You can use "appropriate representation" to describe fair and accurate portrayals, as in "The film received praise for its "appropriate representation" of diverse cultures".
What is an alternative to "appropriate representation"?
Alternatives include phrases like "suitable depiction", "proper portrayal", or "adequate reflection", depending on the specific context.
In what contexts is "appropriate representation" most often used?
"Appropriate representation" is frequently used in discussions about media, politics, science and data modeling to advocate for fair and accurate portrayals.
Why is "appropriate representation" important?
"Appropriate representation" is crucial for fostering inclusivity, promoting understanding, and combating stereotypes in various domains.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested