inconsistent data

USAGE SUMMARY

"inconsistent data" is a correct and usable phrase in written English.
It is used to describe information or statistics that have errors or do not match with expected results. Example sentence: After analyzing the results of the survey, we found the data to be inconsistent.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The interviewers could resolve these inconsistencies immediately, reducing the chances of collecting inconsistent data.

Global health, science and practice

The method automates the identification and exclusion of inconsistent data.

Combustion and Flame

They conclude that corporate decision makers, like other human beings, find familiar facts comforting and explain away inconsistent data.

The New York Times

Some previously inconsistent data could be explained in terms of selection of experimental conditions.

Polymer

Although inconsistent data have been reported, the crucial role of P2X7R in osteogenesis and skeletal mechanotransduction has been confirmed.

Nature

However scarce RT-qPCR protocols are properly validated leading to inconsistent data analyses.

Food Microbiology

The proposed method can recognize and remove the inconsistent data points and produces reliable results.

Journal of Electrical Systems and Information Technology

The findings regarding other outcomes were inconclusive because of limited and inconsistent data.

European Urology

Although the results so far are encouraging, most clinical studies have been brief and yielded inconsistent data.

Harvard University

To skeptics, the purloined files suggest a conspiracy to foist an expensive policy agenda on the nations of the world and to keep inconsistent data from the public.

The New York Times - Science

The university then sent both articles to stem cell experts to assess whether the conclusions would still hold if the inconsistent data were to be eliminated.

The New York Times - Science

Expert writing Tips

Best practice

Use "inconsistent data" when you want to highlight discrepancies or contradictions within a dataset, leading to uncertainty or questioning the validity of the information.

Common error

Avoid using "inconsistent data" as a vague term without specifying the exact nature and source of the inconsistency. Always provide context to clarify what makes the data "inconsistent".

Linguistic Context

The phrase "inconsistent data" functions as a noun phrase, where "inconsistent" is an adjective modifying the noun "data". It describes data that contains contradictions, errors, or discrepancies. Ludwig AI confirms this usage, providing numerous examples across diverse fields.

Expression frequency: Very common

Frequent in

Science

73%

News & Media

22%

Formal & Business

5%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "inconsistent data" is a commonly used and grammatically correct term to describe data containing contradictions or discrepancies. As Ludwig AI confirms, it is most frequently used in scientific and news contexts, signaling potential issues with data reliability. When using this phrase, it's important to specify the nature of the inconsistency to avoid vagueness. Alternative phrases like ""conflicting information"" or ""unreliable statistics"" can be used to convey similar meanings, depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Conflicting information

Emphasizes the presence of contradictory elements within the data.

Unreliable statistics

Highlights the lack of dependability in the numerical information.

Contradictory findings

Focuses on research results that oppose each other.

Discrepant results

Indicates a lack of agreement or harmony among different sets of results.

Anomalous data points

Refers to specific data entries that deviate significantly from the norm.

Erroneous measurements

Suggests that the data contains mistakes or inaccuracies in the measurement process.

Dubious figures

Implies skepticism or doubt regarding the validity of the numerical values.

Inaccurate readings

Focuses on the lack of precision or correctness in the data recordings.

Questionable information

Highlights the uncertainty or lack of confidence in the data's accuracy.

Unverified facts

Indicates that the data has not been confirmed or validated as true.

FAQs

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

You can use "inconsistent data" to describe situations where data points contradict each other, such as "The study revealed "inconsistent data" across different demographics" or "The system flagged the entries as containing "inconsistent data"".

What are some alternatives to "inconsistent data"?

Alternatives include "conflicting information", "unreliable statistics", or "discrepant results", depending on the specific context you wish to convey.

What does "inconsistent data" imply?

"Inconsistent data" implies that there are contradictions, errors, or discrepancies within a dataset, raising questions about the data's reliability and validity. It suggests that further investigation or correction is needed.

How do you handle "inconsistent data" in research?

Handling "inconsistent data" often involves verifying the sources, identifying the causes of the inconsistencies, correcting errors when possible, or excluding the "inconsistent data" from the analysis to ensure the integrity of the research findings.