a comprehensive dataset of

USAGE SUMMARY

The phrase "a comprehensive dataset of" is correct and usable in written English.
It can be used when referring to a complete and detailed collection of data on a specific subject or topic. Example: "The research team compiled a comprehensive dataset of climate change indicators to analyze trends over the past century."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

The first project we discussed was building a comprehensive dataset of information regarding surveillance devices.

Massachusetts Institute of Technology

We use a comprehensive dataset of French manufacturing firms to study their internal organization.

Yale University

The BBP model was constructed directly from a comprehensive dataset of experimental results of SCC available in the literature.

Automation in Construction

We provide values for the calculation of the index derived from a comprehensive dataset of Austrian floodplain waters complemented by literature data.

Ecological Indicators

The computational approach utilizes a comprehensive dataset of DPP, as well as properties of C7+, reservoir temperature, and hydrocarbon and non-hydrocarbon reservoir fluid compositions.

Journal of the Taiwan Institute of Chemical Engineers

Based on a comprehensive dataset of intraday prices for 28 market regions in 19 countries, we compare the markets with regards to price variation and market structure.

Journal of Commodity Markets

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

In this data article, a comprehensive dataset for empirical evaluation of entry requirements into engineering undergraduate programs in a Nigerian university is presented and carefully analyzed.

Data in Brief

We compare the performances of SISMA_ Smile (resp., SISMA_ Speller) against those of Risotto (resp. Ex Motif) on a comprehensive dataset composed of both synthetic and real biological data.

Algorithms for Molecular Biology

We generate a comprehensive dataset consisting of 124 commercial lithium iron phosphate/graphite cells cycled under fast-charging conditions, with widely varying cycle lives ranging from 150 to 2,300 cycles.

Nature

Still, to date very few studies have been able to systematically collect a comprehensive dataset consisting of factors associated with the risk for coercive admission [ 28, 55].

BMC Psychiatry

This lack of area extent information may limit the type of analysis possible using this dataset, but the point estimates of population size is a first step towards developing a more comprehensive dataset of urban extent.

Nature

Expert writing Tips

Best practice

When using "a comprehensive dataset of", ensure the dataset is well-documented and accessible, allowing others to verify and build upon your analysis.

Common error

Avoid using "a comprehensive dataset of" to describe a collection that is limited in scope or biased towards a specific perspective. Verify that the dataset truly represents a wide range of relevant information.

Linguistic Context

The phrase "a comprehensive dataset of" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies a specific and complete collection of data. As Ludwig AI confirms, it is used to refer to a detailed and thorough collection of data on a specific subject.

Expression frequency: Very common

Frequent in

Science

75%

Academia

20%

Formal & Business

2%

Less common in

News & Media

1%

Encyclopedias

1%

Wiki

1%

Ludwig's WRAP-UP

The phrase "a comprehensive dataset of" is a noun phrase used to denote a complete and detailed collection of data, as validated by Ludwig AI. It is most frequently found in scientific and academic writing, emphasizing the thoroughness and breadth of the data. When using this phrase, ensure the dataset is well-documented and genuinely comprehensive to avoid misrepresenting its scope. Alternatives such as "an exhaustive data collection regarding" or "a thorough compilation of data on" can be used for variety. Ludwig's analysis of numerous examples underscores the importance of using the phrase accurately and in contexts where the completeness of the data is a significant factor.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

an exhaustive data collection regarding

Replaces "comprehensive dataset" with a more descriptive and formal alternative, "exhaustive data collection", emphasizing thoroughness.

a thorough compilation of data on

Substitutes "comprehensive dataset" with "thorough compilation of data", highlighting the meticulous gathering of information.

an extensive database encompassing

Replaces "dataset" with "database", suggesting a structured collection of information; "encompassing" implies broad coverage.

a detailed compendium of information concerning

Uses "detailed compendium" to indicate a thorough and organized collection of information, which is a more formal alternative.

a wide-ranging array of data concerning

Emphasizes the breadth of the data with "wide-ranging array", suggesting a diverse collection of information.

a complete inventory of information about

Replaces "dataset" with "inventory", implying a comprehensive listing of data, and uses "about" for simplicity.

an all-inclusive data repository covering

Uses "all-inclusive data repository" to convey the completeness of the data collection, suitable for technical contexts.

a broad spectrum of data pertaining to

Highlights the diversity and scope of the data with "broad spectrum", suggesting a wide range of data points.

a substantial body of knowledge relating to

Replaces "dataset" with "body of knowledge", shifting the focus to the accumulated information and understanding.

a holistic assemblage of information regarding

Uses "holistic assemblage" to suggest a complete and integrated collection of information, suitable for academic or formal contexts.

FAQs

How can I use "a comprehensive dataset of" in a sentence?

You can use "a comprehensive dataset of" to describe a complete and detailed collection of data. For example, "The researchers analyzed "a comprehensive dataset of" patient records to identify patterns in disease progression".

What are some alternatives to "a comprehensive dataset of"?

Alternatives include "an extensive collection of", "a thorough compilation of data on", or "an exhaustive database encompassing" depending on the specific context and nuance you wish to convey.

Is it appropriate to use "a comprehensive dataset of" in formal writing?

Yes, "a comprehensive dataset of" is suitable for formal writing, especially in academic, scientific, and business contexts where detailed and thorough data analysis is required.

What distinguishes "a comprehensive dataset of" from a simple "dataset of"?

The term "comprehensive" emphasizes the completeness and thoroughness of the data collection. While a simple "dataset of" may refer to any collection of data, "a comprehensive dataset of" suggests that the collection is as complete and detailed as possible.