comprehensive dataset

USAGE SUMMARY

"comprehensive dataset" is a correct and usable phrase in written English.
It can be used when describing a collection of data that is comprehensive or complete in its coverage of a particular topic or subject. Example: The researchers compiled a comprehensive dataset of health statistics from various countries to analyze the effectiveness of different healthcare systems.

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

These records show incidents across detention centres from October 2009 to May 2011, and is the most comprehensive dataset ever published about Australia's detention network.

The Guardian - Opinion

The authors collected a comprehensive dataset on NPEs, relevant patents and lawsuits between NPEs for the period 2001 and 2011.

The Economist

Over the next two years, the aim is to identify signatures for all approved drugs in America and build up a much more comprehensive dataset.

The Economist

An important challenge here is the absence of such a comprehensive dataset.

IRBM

To this end, we propose an experimental study, to improve the comprehensive dataset previously obtained.

Petroleum

In this study the first comprehensive dataset of 236U in the North Atlantic Ocean is presented.

Geochimica et Cosmochimica Acta

To do so adequately, one would require a more comprehensive dataset.

IZA Journal of Labor Economics

A comprehensive dataset of 203 substances including 132 industrial chemicals and 71 pesticides was gathered.

Environmental Sciences Europe

It is probable that Facebook boasts the broadest, deepest, and most comprehensive dataset of human information, interests, and activity ever collected.

TechCrunch

"With the newly available DNA sequences, we had a comprehensive dataset for the new species and described it".

BBC

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

Automation in Construction

Expert writing Tips

Best practice

When aiming for clarity, specify the key characteristics of the "comprehensive dataset", such as its size, scope, or the methods used to compile it.

Common error

Avoid using "comprehensive dataset" if the data has significant gaps or limitations. Be transparent about any known biases or exclusions to maintain credibility.

Linguistic Context

The phrase "comprehensive dataset" functions as a noun phrase, where "comprehensive" modifies the noun "dataset". It describes the nature and scope of the dataset, indicating its thoroughness and completeness. As Ludwig AI confirms, this phrase is commonly used in written English.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "comprehensive dataset" is a common and grammatically correct term used to describe a thorough and complete collection of data. As Ludwig AI states, this phrase effectively communicates the extensive nature of a dataset, assuring its suitability for analysis and research. Predominantly used in scientific and academic contexts, as shown by the Ludwig examples, it emphasizes the breadth and depth of the data. When employing this phrase, ensure the dataset truly warrants the description by avoiding overstatement and acknowledging any existing limitations. Alternatives include "complete data set" and "extensive data collection".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

complete data set

Replaces "comprehensive" with "complete", emphasizing the finished and all-inclusive nature of the data.

extensive data collection

Shifts focus to the process of gathering data, using "extensive" to indicate a large scope.

thorough data compilation

Highlights the meticulous nature of assembling the data, using "thorough" to suggest careful attention to detail.

detailed data repository

Emphasizes the richness of information contained within the dataset, suggesting depth and granularity.

exhaustive data archive

Uses "exhaustive" to convey the complete and all-encompassing nature of the data collection.

wide-ranging data pool

Focuses on the breadth of the dataset, implying diversity and variety in the information included.

broad data inventory

Suggests a systematic listing of data, with "broad" indicating a wide scope of coverage.

inclusive data compendium

Highlights the all-inclusive nature of the dataset, suggesting that nothing has been excluded.

holistic data resource

Implies that the dataset offers a complete and integrated view of the subject matter.

in-depth data analysis

Focuses on the depth of analysis possible with the data, rather than the data itself.

FAQs

What does "comprehensive dataset" mean?

A "comprehensive dataset" refers to a collection of data that is complete, thorough, and inclusive, covering all or nearly all relevant aspects of a particular subject or area of study.

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

You can use "comprehensive dataset" in a sentence like this: "The researchers analyzed a "comprehensive dataset" of patient records to identify trends in disease prevalence."

What are some alternatives to "comprehensive dataset"?

Alternatives to "comprehensive dataset" include "complete data set", "extensive data collection", or "thorough data compilation", depending on the specific nuance you want to convey.

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

A "comprehensive dataset" is distinguished by its completeness and depth. Unlike a simple dataset, it aims to include all relevant data points and variables, minimizing gaps and biases.