comprehensive data set

USAGE SUMMARY

The phrase "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 complete, often in research or analysis contexts. Example: "The researchers compiled a comprehensive data set to ensure accurate results in their study."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It was not a culturally comprehensive data set, the researchers admit, but a wide-ranging one.

The New York Times - Arts

This would reveal one of the most comprehensive data set on the oscillating behavior of raindrops in natural rain.

Physics and Chemistry of the Earth, Part B: Hydrology, Oceans and Atmosphere

Our study is based on peptiDB, a new and comprehensive data set of 103 high-resolution peptide-protein complex structures.

Structure

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

"This new approach would allow us to work with GPS data which will give us the most accurate and comprehensive data set to manage traffic flow and clear up incidents as quickly as possible.

The Guardian

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

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

Unfortunately, as there are no comprehensive data set some sites may have been missed.

Environmental Sciences Europe

But more importantly, she said, 3Scan gives scientists a better view and more comprehensive data set from any given tissue sample than they have ever had before.

TechCrunch

A key step in backing decisions with data is to collect a comprehensive data set about your current customers (or customer groups).

Forbes

Expert writing Tips

Best practice

Use "comprehensive data set" to signal that you have considered all relevant factors and minimized potential biases.

Common error

Avoid using "comprehensive data set" if your data has known limitations or gaps. Transparency is key; instead, acknowledge any constraints and describe how they might affect the conclusions.

Linguistic Context

The phrase "comprehensive data set" functions as a noun phrase, where "comprehensive" modifies the noun "data set". It specifies the nature and quality of the data, emphasizing its completeness and thoroughness. According to Ludwig, this phrase is usable in written English.

Expression frequency: Very common

Frequent in

Science

63%

News & Media

23%

Formal & Business

14%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "comprehensive data set" is a widely used and grammatically sound term that describes a thorough and complete collection of data. Ludwig confirms its usability in written English. It's most frequently found in scientific and news contexts and functions to emphasize the rigor and reliability of data. While "comprehensive data set" is generally a positive attribute, it's important to avoid overstating the comprehensiveness if there are known limitations. Alternatives like "thorough data set" or "extensive data set" can be used to convey similar meanings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

thorough data set

Emphasizes the meticulous and exhaustive nature of the data.

extensive data set

Highlights the large scope and breadth of the data.

complete data set

Focuses on the data's lack of missing elements or gaps.

exhaustive data collection

Stresses the act of gathering data to be all-inclusive.

holistic data compilation

Highlights data assembled to be complete and interconnected.

full data set

Indicates a data set contains all possible entries.

all-inclusive data set

Stresses that the data encompasses all relevant information.

detailed data record

Suggests that the information is intricate and granular.

wide-ranging data

Signifies data covers a broad spectrum of variables and cases.

in-depth data analysis

Implies deep exploration of collected data.

FAQs

How can I use "comprehensive data set" in a sentence?

You can use "comprehensive data set" to describe a thorough and complete collection of data, such as, "The study utilized a "comprehensive data set" to analyze the effects of climate change."

What are some alternatives to "comprehensive data set"?

Some alternatives include "thorough data set", "extensive data set", or "complete data set", depending on the specific nuance you want to convey.

What does it mean for a data set to be comprehensive?

A "comprehensive data set" means that the data includes all relevant information and covers all aspects of the subject being studied, minimizing gaps and biases.

Is it always necessary to have a "comprehensive data set"?

While a "comprehensive data set" is ideal, it is not always feasible or necessary. The level of comprehensiveness needed depends on the research question, available resources, and the desired level of accuracy and generalizability.