contradictory data

USAGE SUMMARY

The phrase "contradictory data" is correct and usable in written English.
You can use it to refer to conflicting information that does not seem to agree with one another. For example, "The scientist was confused by the contradictory data that she received from her experiment."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The studies have shortcomings and there are contradictory data.

The New York Times

Most scientists have messy data, contradictory data, incomplete data, ambiguous data.

The Guardian

Usually, we're defensive in the face of change, spouting alternative theories and contradictory data.

Harvard Business Review

This dependence could be the source of the contradictory data and conclusions in previous works.

Polymer

We have resolved the contradictory data surrounding the effect of organic chelation on metal bioavailability.

Comparative Biochemistry and Physiology Part C: Toxicology & Pharmacology

"They did not have contradictory data, and they never intended to cooperate in any analyses".

The New York Times - Health

Give the politician an opportunity to respond to contradictory data and information.

The New York Times

He had a responsibility to note he was only citing one survey and that there was contradictory data.

The Washington Post

There are contradictory data concerning close connection between raised values of circulating RBP4 and development of insulin resistance.

Nature

This resulted in highly contradictory data concerning the existence of irisin and its role in humans and other species.

Nature

Furthermore, redundant and contradictory data also occur.

Brain Informatics

Expert writing Tips

Best practice

When presenting "contradictory data", clearly state the different sources and potential reasons for the discrepancies.

Common error

Be mindful of potential biases when analyzing "contradictory data". Consider factors like sample size, methodology, and data collection techniques that might influence the results.

Linguistic Context

The phrase "contradictory data" functions as a noun phrase, where the adjective "contradictory" modifies the noun "data". It's commonly used to describe a situation where different pieces of information clash or present opposing viewpoints. As indicated by Ludwig AI, the phrase is considered grammatically correct and widely accepted.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

35%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "contradictory data" is a commonly used and grammatically correct term that describes conflicting information. According to Ludwig AI, the phrase is accepted and usable in written English. Analysis of its usage reveals that it appears frequently in scientific, news, and business contexts. When using this phrase, it is important to acknowledge and analyze the sources of the conflicting information to avoid potential biases. Alternatives such as "conflicting information" or "inconsistent findings" can be used depending on the nuance you wish to convey. Understanding and addressing "contradictory data" is crucial for thorough and objective analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

conflicting information

Focuses on the clash between different pieces of information.

inconsistent findings

Highlights the lack of agreement in research results.

opposing evidence

Emphasizes the adversarial nature of the data.

divergent results

Stresses the different directions indicated by the data.

discrepant figures

Highlights the numerical differences in the data.

ambiguous evidence

Focuses on the uncertainty introduced by the data.

paradoxical outcomes

Emphasizes the self-contradictory nature of the results.

irreconcilable differences in data

Highlights the inability to resolve the data's inconsistencies.

clashing datasets

Uses a more informal term to describe conflicting data.

discordant information

Stresses the lack of harmony between different data points.

FAQs

How can I use "contradictory data" in a sentence?

You can use "contradictory data" to describe situations where different pieces of information offer conflicting insights. For example, "The research team faced a challenge when they encountered "conflicting information" during their analysis."

What are some synonyms for "contradictory data"?

Alternatives include "conflicting information", "inconsistent findings", or "opposing evidence". The best choice depends on the specific context.

Is it always problematic to have "contradictory data"?

Not necessarily. "Contradictory data" can highlight areas that need further investigation or reveal complexities that a single dataset might obscure. It's crucial to analyze and understand the reasons for the contradiction.

How do I handle "contradictory data" in a research paper?

Acknowledge the "contradictory data", present all sides of the issue fairly, and analyze potential reasons for the discrepancies. Discuss the limitations of the available data and suggest avenues for future research that could resolve the contradictions.