on false data

USAGE SUMMARY

The phrase "on false data" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or actions that are based on incorrect or misleading information. Example: "The report was deemed unreliable because it was constructed on false data."

✓ Grammatically correct

News & Media

Science

Wiki

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

"Everything was based on false data".

The New York Times

Transformative digital health companies have the potential to improve our health and enrich our lives, but not if they are built on false data.

TechCrunch

This article has investigated current research efforts on false data detection schemes, like false messages and false position information detection schemes.

EURASIP Journal on Wireless Communications and Networking

Conservative revisionist historians have accused the media of bringing down Diệm by publishing reports that, according to them, were based on false data disseminated by communist propagandists to unfairly malign Diệm's rule, which they claim was effective and fair towards the Buddhist majority.

Wikipedia

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

While Greece has often come under fire for the accuracy of its statistics, Mr Papantoniou rebuffed claims that the acceptance of Greece in the bloc was undeserved and that membership was approved on the basis of false data provided by Athens.

Independent

In this paper, the influences of false data injection attack (FDIA) on the power system SSA are studied.

Journal of Modern Power Systems and Clean Energy

Based on the false data, the company was able to avoid greater scrutiny from one of its primary accreditors, the ACICS, which required job placement rates of at least 65percentt.

Huffington Post

"This approach brings to mind the line taken over an investigation into the presence of chemical weapons in Iraq, which was based on deliberately false data and led to well-known consequences," it said, referring to the U.S.-led invasion in 2003.

Huffington Post

In May, China's foreign exchange regulator, the State Administration of Foreign Exchange (SAFE), said it would increase its scrutiny of export invoices and impose tougher penalties on firms providing false data.

BBC

In May last year, the State Administration of Foreign Exchange (SAFE), China foreign exchange regulator, said it would increase its scrutiny of export invoices and impose tougher penalties on firms providing false data.

BBC

For example, sites conducting A/B testing may have inaccurate results due to bot traffic, or make other changes based on what the false data shows.

Huffington Post

Expert writing Tips

Best practice

When discussing the reliability of research or analysis, clearly state that conclusions drawn "on false data" should be treated with skepticism. Always verify your data sources.

Common error

Avoid taking data at face value. Always cross-reference and validate information from multiple, reliable sources to avoid basing decisions or analyses "on false data". Implement checks to detect and correct errors.

Linguistic Context

The phrase "on false data" functions primarily as an adverbial phrase, modifying a verb or clause to indicate the basis or foundation of an action or statement. As seen in Ludwig's examples, it describes how something is built, decided, or influenced.

Expression frequency: Rare

Frequent in

News & Media

67%

Science

33%

Formal & Business

0%

Less common in

Wiki

0%

Academia

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "on false data" is a grammatically correct and usable expression, though relatively rare. As Ludwig AI indicates, it’s most commonly found in News & Media and Science contexts, conveying that something is based on incorrect or misleading information. When writing, it is crucial to verify data sources and avoid assuming accuracy without validation. Alternatives such as "based on incorrect data" or "founded on flawed data" can be used depending on the desired nuance. The phrase serves to highlight the unreliability of claims or decisions stemming from inaccurate information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on incorrect data

Replaces "false" with "incorrect", maintaining a similar level of formality and meaning.

founded on flawed data

Substitutes "false" with "flawed", emphasizing the imperfection or deficiency of the data.

predicated on erroneous data

Uses "erroneous" to highlight the mistake or error in the data.

relying on inaccurate data

Focuses on the act of relying on data that isn't precise or correct.

contingent on spurious data

Emphasizes the doubtful or fabricated nature of the data.

dependent on misleading data

Highlights that the data leads to wrong conclusions or understandings.

built upon unsubstantiated data

Indicates a lack of evidence or proof to support the data's validity.

grounded in fabricated data

Stresses that data has been invented or concocted.

drawing from deceptive data

Implies that data is designed to trick or give a false impression.

informed by fallacious data

Uses "fallacious" indicating the data contains a logical error or is based on a mistaken belief.

FAQs

What does it mean to base something "on false data"?

Basing something "on false data" means that a conclusion, decision, or analysis is derived from information that is incorrect, misleading, or fabricated. This can lead to flawed outcomes and inaccurate understandings.

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

You can use alternatives like "based on incorrect data", "founded on flawed data", or "relying on inaccurate data" depending on the specific context.

How can I prevent making decisions "on false data"?

To avoid making decisions "on false data", verify your data sources, cross-reference information, and implement data validation checks. Also, consider the potential biases and limitations of the data you are using.

Is it better to say "based on false data" or "based on incorrect data"?

Both "based on false data" and "based on incorrect data" are grammatically correct. The choice depends on the specific nuance you want to convey. "False" implies an intentional misrepresentation or fabrication, while "incorrect" simply indicates an error or inaccuracy.