skewed representation

USAGE SUMMARY

The phrase "skewed representation" is correct and usable in written English.
It can be used to describe a situation where the portrayal of data, opinions, or demographics is biased or not accurately reflecting reality. Example: "The survey results provided a skewed representation of the community's views, as only a small segment of the population participated."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

32 human-written examples

For example, it is only ever possible to generate a limited amount of traffic so it can only provide a skewed representation of censorship policies.

MIT Technology Review

Disney is making moves to address the skewed representation of countries in its films, with the first Latina princess, Elena of Avalor announced in January and another, Moana from Oceana revealed last October.

Independent

Pielke isn't criticized because of a lack of "purity," he's criticized because he consistently provides a skewed representation of the body of peer-reviewed science, downplaying links between climate change and extreme weather and only focusing on areas where those links are uncertain.

The Guardian

One that, in its curation, perpetuates this skewed representation of antiquity.

Forbes

And we both know that is a tiny, skewed representation of readers.

Los Angeles Times

After centuries of racism, discrimination, and an unbelievable skewed representation of "normal," sometimes we (read: y'all) can be blind to anything but the default white figure or voice.

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

28 human-written examples

It's all about the opacity of cultural difference and how misunderstanding can lead to skewed representations of others.

The New York Times

These skewed representations of mental illness have created a false association between schizophrenia and violence in the public imagination.

Independent

With porn being a multi-billion dollar industry in Japan alone, skewed representations are likely to stick around.

Vice

As a result, repeat annotation of most SGS assemblies leads to skewed representations of the actual native repeat content.

BMC Genomics

However, considering that the distance between TM1 and TM2 or TM3 is not very variable (median distances 35 and 72, respectively), these peaks most likely reflect shifted and skewed representations of the peak downstream to TM1.

eLife

Expert writing Tips

Best practice

When analyzing data, be cautious of potential biases that can lead to a "skewed representation". Always strive for objectivity and consider multiple perspectives to ensure a more accurate portrayal.

Common error

Avoid automatically attributing malicious intent to a "skewed representation". While bias can be deliberate, it often arises from unconscious assumptions or limited data. Consider the possibility of unintentional skewing before assigning blame.

Linguistic Context

The phrase "skewed representation" functions as a noun phrase, where "skewed" modifies the noun "representation". According to Ludwig, this construction is grammatically correct and usable in written English. The Examples from Ludwig show it's used to describe an inaccurate or distorted portrayal of something.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

40%

Formal & Business

10%

Less common in

Wiki

5%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "skewed representation" is a grammatically sound and commonly used term to describe an inaccurate or distorted portrayal of information. As Ludwig AI confirms, it is found in diverse contexts, especially Science and News & Media, indicating its broad applicability. To ensure clear and unbiased communication, writers should be mindful of potential biases and strive for objective portrayals. Consider using alternatives like "biased portrayal" or "distorted depiction" depending on the nuance you intend to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

disproportionate representation

Highlights the lack of proper proportion or ratio in the representation.

misleading representation

Highlights the deceptive nature of the skewed representation, suggesting it leads to incorrect conclusions.

biased portrayal

Replaces "skewed" with "biased", emphasizing the prejudice or favoritism influencing the representation.

unbalanced portrayal

Focuses on the lack of equilibrium or fairness in the way something is represented.

uneven representation

Similar to "unbalanced portrayal", but emphasizes the lack of uniformity in the representation.

distorted depiction

Substitutes both "skewed" and "representation" with "distorted" and "depiction" to highlight the twisting or misrepresentation of the subject.

inaccurate portrayal

Replaces "skewed" with "inaccurate", focusing on the lack of correctness in the representation.

biased interpretation

Shifts the focus to the act of interpreting information in a skewed or prejudiced manner.

false depiction

Emphasizes the untruthfulness of the representation

subjective portrayal

Highlights the personal opinions or viewpoint affecting a representation.

FAQs

How can I avoid creating a "skewed representation" in my writing?

To avoid creating a "skewed representation", ensure you use diverse sources, acknowledge limitations in your data, and consider multiple perspectives. Transparency in your methodology is crucial.

What are some alternatives to "skewed representation"?

You can use alternatives like "biased portrayal", "distorted depiction", or "misleading representation" depending on the context.

How does a "skewed representation" affect data analysis?

A "skewed representation" can lead to inaccurate conclusions and flawed decision-making in data analysis. It is essential to identify and correct biases to ensure reliable results.

What is the difference between "biased" and "skewed representation"?

"Biased representation" implies a prejudice or leaning towards a particular viewpoint, while "skewed representation" simply means that the portrayal is disproportionate or not accurately reflective of the whole picture. "Biased portrayal" shows intentional leaning; "skewed representation" may be unintentional.