misleading data

USAGE SUMMARY

The phrase "misleading data" is correct and usable in written English.
It can be used when referring to information that is deceptive or not accurately representing the truth. Example: "The report was criticized for its misleading data, which led to incorrect conclusions about the project's success."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Political decisions and predictions are often made on the basis of misleading data.

The New Yorker

But what if increasing inequality is mostly a myth -- an artifact of misleading data and changing lifestyles?

The New York Times

Children are not motivated to do well on extra tests and 'trial' items, so the tests yield misleading data.

The Washington Post

Another involved accusations of misleading data about links between the antidepressant Paxil and the risk of suicide among teenagers.

The New York Times

The New Yorker, June 30 , 1980P. 63 Political decisions and predictions are often made on the basis of misleading data.

The New Yorker

By Andy Logan The New Yorker, June 30 , 1980P. 63 Political decisions and predictions are often made on the basis of misleading data.

The New Yorker

Poor user interface and system design hinders clinical workflow and can result in wasted time, poor data collection, misleading data analysis, and potentially negative clinical outcomes.

Stanford University

In the attack, Mr. Rose claims that scientists used misleading data in a recent (2015) paper that studied the rate of temperature change across the globe.

The Guardian

A senior scientist at the Environmental Protection Agency has accused the agency of relying on misleading data about the health hazards of World Trade Center dust.

The New York Times

It applies appropriate strategies to prevent model degradation by learning from misleading data and to maintain acceptable performance under unfavorable conditions.

ISA Transactions

To the Editor: Arizona's decision to stop financing some lifesaving transplants was short-sighted and based on misleading data on transplant outcomes.

The New York Times

Expert writing Tips

Best practice

When presenting data, always cite your sources and explain your methodology to ensure transparency and avoid the appearance of using "misleading data".

Common error

Be careful not to present correlation as causation when interpreting data. Showing a relationship between two variables doesn't automatically mean one causes the other; drawing such conclusions could lead to the presentation of "misleading data".

Linguistic Context

The phrase "misleading data" functions as a noun phrase, where "misleading" acts as an adjective modifying the noun "data". It describes data that is deceptive or likely to give a false impression. Ludwig AI confirms its correct usage.

Expression frequency: Common

Frequent in

News & Media

41%

Science

39%

Academia

10%

Less common in

Formal & Business

8%

Reference

2%

Social Media

0%

Ludwig's WRAP-UP

In summary, "misleading data" refers to information that is deceptive or inaccurate, potentially leading to flawed conclusions. Ludwig AI confirms the phrase is grammatically sound and usable across various contexts. As analyzed, it is most commonly found in "News & Media" and "Science", indicating its relevance in discussions about information accuracy and integrity. When writing or analyzing information, it's important to critically evaluate sources and methodologies to ensure data is presented accurately and transparently. By understanding the nuances of this phrase, writers can better communicate the potential pitfalls of relying on flawed information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

deceptive information

Focuses on the intention to mislead through the information.

false information

Emphasizes the incorrectness of the information.

inaccurate data

Highlights the lack of precision and correctness in the data.

erroneous data

Stresses the presence of errors within the data.

unreliable information

Focuses on the lack of trustworthiness of the information.

distorted data

Implies that the data has been altered to give a false impression.

skewed data

Suggests that the data is biased or presented in a way that favors a particular outcome.

fabricated data

Indicates that the data has been invented or created falsely.

manipulated data

Highlights the intentional alteration of data for a specific purpose.

spurious data

Emphasizes the lack of authenticity or validity of the data.

FAQs

How can I avoid using "misleading data" in my reports?

To avoid using "misleading data", ensure your data sources are reliable, your methodologies are sound, and your interpretations are unbiased. Double-check your calculations and clearly present any limitations of the data.

What are some synonyms for "misleading data"?

Some synonyms for "misleading data" include "deceptive information", "false information", and "inaccurate data".

What's the difference between "misleading data" and "false data"?

"Misleading data" may be technically correct but presented in a way that suggests a false conclusion. "False data", on the other hand, is simply incorrect or untrue.

In what contexts is it especially important to avoid using "misleading data"?

It's crucial to avoid using "misleading data" in contexts where decisions are based on the information, such as scientific research, financial reporting, and policy-making. Inaccurate or biased data can lead to flawed conclusions and harmful outcomes.