meticulous data

USAGE SUMMARY

The phrase "meticulous data" is correct and usable in written English.
You can use it when referring to data that has been carefully collected and organized. For example, "The researchers used meticulous data to accurately determine whether there was a connection between the two variables."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

He kept meticulous data on baby feedings.

The New York Times - Books

She records meticulous data about each specimen.

University of California, Berkeley

Qualifications: Detail-oriented, responsible, mature individuals who are capable of careful and meticulous data collection.

University of California, Berkeley

Tom Insel, the director of the N.I.M.H., described Griffiths as "a very careful, thoughtful scientist" with "a reputation for meticulous data analysis.

The New Yorker

David H. Shinn and Joshua Eisenman's study combines careful observation, meticulous data analysis, and detailed understanding gained through diplomatic experience and extensive travel in China and Africa.

University of Pennsylvania

They've had training and are steadily eliminating the various biases revealed by meticulous data analysis: the bias towards the home team, towards the losing team, towards the team that, in ethnic or racial terms, most resembles the officials themselves.

The Guardian - Opinion

Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

The 14th IntelliChoice Certified Pre-owned Awards were handed out in Scottsdale, Ariz., in November — the result of meticulous data-crunching that takes myriad factors into account.

Los Angeles Times

This can be potentially realized through a meticulous data-collection strategy and the careful use of attenuation filters.

Acta Crystallographica Section A: Foundations and Advances

Huge effort and resource-expenditure go into error-free data collection; errors should not be introduced subsequently by less-than-meticulous data management.

The Journal of Headache and Pain

Similarly, while we employed meticulous medication data collection throughout hospitalization and follow up, there may be medications not accounted for that may alter the efficacy and risk profile of clopidogrel [ 48- 50].

BMC Nephrology

The documents also show how "meticulous and data-oriented" IS is in managing the oil and gas sector, although it is not a sophisticated operation, said Amos Hochstein, the State Department's top official for energy affairs.

Vice

Expert writing Tips

Best practice

When presenting "meticulous data", ensure your methodology is transparent and repeatable, allowing others to verify your findings.

Common error

Avoid presenting "meticulous data" as inherently conclusive. Acknowledge limitations and potential biases in your data collection or analysis.

Linguistic Context

The phrase "meticulous data" functions as an adjective-noun combination. According to Ludwig AI, it describes data that has been carefully and thoroughly collected and organized. The adjective "meticulous" modifies the noun "data", emphasizing the precision and detail involved.

Expression frequency: Common

Frequent in

Science

44%

News & Media

33%

Academia

23%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "meticulous data" is a phrase used to describe data that has been collected and organized with great care and attention to detail. Ludwig AI confirms its usability in written English. It functions as an adjective-noun combination, conveying reliability and trustworthiness, and is commonly found in scientific, news, and academic contexts. While synonymous alternatives exist, such as "precise information" and "detailed records", "meticulous data" is best used when emphasizing the thoroughness and precision of the data handling process. Ensure transparency in your methodology and avoid overstating the significance of the data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

precise information

Emphasizes accuracy and exactness in the data.

detailed records

Focuses on the level of detail and documentation within the data.

thorough statistics

Highlights the completeness and depth of the statistical data.

careful analysis

Stresses the attentiveness and precision in data examination.

accurate figures

Focuses on the correctness and reliability of numerical data.

validated findings

Highlights data that has been confirmed and verified for accuracy.

verified data

Implies the data has been checked and confirmed for accuracy.

rigorous data

Indicates strict adherence to standards and quality in data collection and handling.

painstaking research

Emphasizes the effort and diligence involved in gathering the data.

comprehensive results

Stresses the completeness and wide scope of the data.

FAQs

How can I use "meticulous data" in a research paper?

In research, "meticulous data" often supports strong arguments. Use it to showcase thoroughness and precision in your methodology, ensuring that your results are reliable and credible.

What are some synonyms for "meticulous data"?

Alternatives to "meticulous data" include "precise information", "detailed records", or "thorough statistics", each emphasizing different aspects of careful data handling.

Is "meticulous data" formal or informal language?

"Meticulous data" is suitable for formal contexts such as academic papers, business reports, and scientific publications due to its precise and professional tone.

How does "meticulous data" differ from ordinary data?

"Meticulous data" implies a higher standard of care and accuracy in collection and analysis compared to ordinary data, suggesting rigorous attention to detail and validation processes.