on distorted data

USAGE SUMMARY

The phrase "on distorted data" is correct and usable in written English.
It can be used when discussing conclusions, analyses, or decisions that are based on inaccurate or misleading information. Example: "The results of the study were questionable, as they were derived on distorted data that did not accurately represent the population."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Participants felt that they were evaluated unfairly, based on distorted data.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

If so, the problem of distorted data might be eliminated.

The New York Times - Science

Such pressure can lead to distorted data analysis and interpretation of research results [ 48].

Child and Adolescent Psychiatry and Mental Health

With only partial and distorted data on hand, union leaders, as well as the population as a whole, may be overestimating inflation.

The New York Times

He identified fake news as "false information based on non-existent or distorted data meant to deceive and manipulate the reader".

Huffington Post

The result is an image with a distorted data stream further enhancing the distinctive look.

TechCrunch

The average det and ssq impedances from the distorted data are calculated.

Earth, Planets and Space

An example of the rotational invariants from the distorted data is shown in Fig. 10a.

Earth, Planets and Space

While some approaches estimate these parameters through an acoustic front-end, others derive them from clean or distorted data.

EURASIP Journal on Advances in Signal Processing

The applicability of the theory is illustrated by fitting experimental data on distorted yield surfaces in the course of plastic deformation.

International Journal of Solids and Structures

Just over a year ago, Kitchen Budapest's new media research lab, SubMap, released subjectively recreated mapping software that visualizes geographic and time-based data on distorted maps, using representations of online and offline computer activity to show usage in a certain locale.

Vice

Expert writing Tips

Best practice

When using "on distorted data", ensure the context clearly indicates the source and nature of the distortion. Explain how the data became distorted and the potential consequences of relying on it.

Common error

Don't assume your audience understands how the data is distorted. Always specify the type of distortion (e.g. bias, manipulation, errors) and its potential impact on the conclusions.

Linguistic Context

The phrase "on distorted data" functions as a prepositional phrase, modifying a verb or noun by specifying the basis or foundation for an action or belief. As Ludwig AI points out, this phrase describes situations where flawed or inaccurate information is used.

Expression frequency: Rare

Frequent in

Science

59%

News & Media

35%

Wiki

6%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "on distorted data" is a prepositional phrase used to express that something is based on inaccurate or misrepresented information. As confirmed by Ludwig AI, it is grammatically correct. Although found relatively rarely in the analyzed data, when the phrase is used, it usually implies concern over the reliability of information and its potential negative consequences. The phrase appears most frequently in scientific and news contexts. When using this phrase, it is best practice to specify the source of distortion and its potential impact on the conclusions. Alternatives include "based "on flawed data"" or "using "inaccurate data"".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on flawed data

Replaces "distorted" with "flawed", emphasizing the imperfection of the data.

using inaccurate data

Substitutes "distorted" with "inaccurate", highlighting the lack of precision in the data.

relying on biased data

Emphasizes the presence of bias as the reason for the data's distortion.

drawing from corrupted data

Indicates that the data has been damaged or altered, leading to distortion.

with skewed data

Replaces "distorted" with "skewed", suggesting an imbalance in the data's representation.

on misrepresented data

Highlights that the data is being presented inaccurately.

considering manipulated data

Suggests that the data has been intentionally altered.

given spurious data

Indicates that the data is false or illegitimate.

utilizing doctored data

Emphasizes that the data has been tampered with to deceive.

from falsified data

Indicates the data is intentionally created or altered with the intent to deceive.

FAQs

How can I use "on distorted data" in a sentence?

You can use "on distorted data" to describe situations where analyses or decisions are based on inaccurate or misleading information. For example: "The conclusions were questionable, as they relied "on distorted data" that misrepresented the actual situation."

What are some alternatives to saying "on distorted data"?

Some alternatives include "based "on flawed data"", "using "inaccurate data"", or "relying "on biased data"", depending on the specific context and the nature of the distortion.

Is it always negative to base something "on distorted data"?

Generally, yes. Basing something "on distorted data" implies that the information is unreliable, which can lead to incorrect conclusions or poor decisions. However, sometimes acknowledging and correcting for distorted data can be a valuable exercise.

What is the difference between "on distorted data" and "on incomplete data"?

"On distorted data" suggests the data is inaccurate or misrepresented, while "on incomplete data" means that some data is missing. Decisions "on distorted data" are based on flawed information, while decisions "on incomplete data" are based on partial information. The flaws of both are in base different.