a comprehensive data set

USAGE SUMMARY

The phrase "a comprehensive data set" is correct and usable in written English.
You can use it when referring to a collection of data that is thorough and covers all necessary aspects of a particular subject or research area. Example: "In our study, we analyzed a comprehensive data set to ensure accurate results and conclusions."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Thus, a comprehensive data set is presented, which can be used for validation studies.

Combustion and Flame

Different versions of the Cox proportional hazards model were applied to a comprehensive data set covering several offense types.

Journal of Criminal Justice

Last year, Microsoft also trained a deep-learning model to build a comprehensive data set of all the building footprints in the US.

MIT Technology Review

A comprehensive data set comprising 191 global measurements of temperature and exhaust gas emissions is presented, together with temperature contours on the furnace centerline plane.

Combustion and Flame

As a thorough assessment of the extended model capabilities, a multiphase lab scale set-up, which provides a comprehensive data set, is presented.

Combustion and Flame

Earth and Fire's idea was to close the rift: to maintain a comprehensive data set that could serve as a primary reference for everyone from the village stoner to the national drug czar.

The New Yorker

A comprehensive data set of liquid water transport properties is needed for various GDM materials under different PEM fuel cell operating conditions.

Journal of Power Sources

The present work provides a comprehensive data set to test the role of AmnSINE1s, many of which were exapted and contributed to mammalian macroevolution.

Gene

A comprehensive data set of 563 pure compounds from 13 different chemical groups has been used to develop rigorous and reliable predictive models.

Journal of Molecular Liquids

A comprehensive data set of the values of major and minor principal stresses at failure from 1638 laboratory tests on seven rock types was collected.

International Journal of Rock Mechanics and Mining Sciences

Experiments are performed with a twin-corona charger and a commercially available neutralizer to collect a comprehensive data set describing the given charger operation.

Recent Developments in Applied Electrostatics Proceedings of the Fifth International Conference on Applied Electrostatics November 2~5, 2004, Shanghai, China

Expert writing Tips

Best practice

When using "a comprehensive data set", ensure that the data truly covers all relevant aspects of the subject matter to justify the use of "comprehensive".

Common error

Avoid using "a comprehensive data set" if the data has significant gaps or limitations. Be accurate about the scope and depth of the data to maintain credibility.

Linguistic Context

The phrase "a comprehensive data set" functions as a noun phrase that typically acts as the object of a verb or the subject complement. It identifies a collection of data that is thorough and complete. Ludwig AI confirms that this phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

70%

Academia

15%

News & Media

10%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a comprehensive data set" is a noun phrase widely used to describe a thorough and complete collection of data, particularly in scientific, academic, and news contexts. Ludwig AI confirms its grammatical correctness. It's vital to ensure that the data truly warrants the term "comprehensive" to maintain credibility. Consider alternatives such as "an exhaustive dataset" or "a complete data collection" for nuanced contexts. Using this phrase effectively enhances the perceived rigor and validity of your work.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

an exhaustive dataset

Replaces "comprehensive" with "exhaustive", emphasizing thoroughness and completeness.

a complete data collection

Substitutes "comprehensive data set" with a simpler and more direct term.

a thorough data compilation

Replaces "set" with "compilation", focusing on the assembled nature of the data.

an extensive data resource

Uses "extensive" to highlight the breadth and scope of the data.

a wide-ranging data archive

Emphasizes the diversity and scope of the data with "wide-ranging".

a detailed database

Focuses on the level of detail within the data.

a holistic data overview

Highlights the all-encompassing nature of the data.

a consolidated data pool

Suggests a unified and merged collection of data.

an integrated data repository

Emphasizes the organized and structured nature of the data.

a synthesized data compendium

Highlights the combined and summarized nature of the data.

FAQs

How can I effectively utilize "a comprehensive data set" in research?

To effectively utilize "a comprehensive data set" in research, ensure proper data cleaning, employ appropriate statistical methods, and clearly document the data sources and limitations. This approach enhances the validity and reliability of your findings.

What are some alternatives to using the phrase "a comprehensive data set"?

You can use alternatives like "an exhaustive dataset", "a complete data collection", or "a thorough data compilation" depending on the context.

Is it appropriate to use "a comprehensive data set" in formal writing?

Yes, "a comprehensive data set" is suitable for formal writing, particularly in academic, scientific, and business contexts where detailed and thorough information is required. It indicates that the data is thorough and reliable.

What distinguishes "a comprehensive data set" from a regular data set?

A "comprehensive data set" implies a thorough and complete collection of data points, covering all necessary aspects of a subject, whereas a regular data set may be more limited in scope or detail.