a comprehensive dataset

USAGE SUMMARY

The phrase "a comprehensive dataset" is grammatically correct and can be used in written English.
It refers to a complete and detailed collection of data. Example: "The research team used a comprehensive dataset to analyze the effects of climate change on various species. They found that the decline in arctic sea ice was directly correlated with the decline in polar bear populations."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

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

The Economist

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

IRBM

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

Environmental Sciences Europe

"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

The analyses are based on a comprehensive dataset that covers all the patents granted by the USPTO over the 2002 2012 period.

Research Policy

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

Ecological Indicators

It argues that this practice is temporally different from, and at times in conflict with, building a comprehensive dataset within the digital medium.

Information and Organization

Ten thousands simulations for seven building shapes were performed to create a comprehensive dataset covering the full ranges of design parameters.

Energy and Buildings

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

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

Expert writing Tips

Best practice

When describing your dataset, specify its key features: size, scope, data types, and collection methods. This provides context and enhances credibility.

Common error

Avoid using "a comprehensive dataset" if the data is limited in scope or contains significant gaps. Overstating comprehensiveness can undermine the validity of your research or analysis.

Linguistic Context

The phrase "a comprehensive dataset" functions as an adjectival phrase modifying the noun "dataset". It describes the dataset, indicating that it is thorough, complete, and covers a wide range of relevant information. As Ludwig AI confirms, this is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

87%

News & Media

7%

Formal & Business

6%

Less common in

Ludwig's WRAP-UP

In summary, "a comprehensive dataset" is a grammatically sound and frequently used phrase, as validated by Ludwig AI. It serves to describe a thorough and complete collection of data, predominantly within scientific and academic contexts. While alternatives exist, each carries slightly different nuances. When using this phrase, ensure the dataset genuinely warrants the description to maintain credibility. Be specific about the dataset's features for maximum impact. Therefore, using "a comprehensive dataset" accurately and thoughtfully enhances the clarity and persuasiveness of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a complete data set

Uses "complete" instead of "comprehensive", highlighting the finished and all-inclusive nature of the data.

an extensive data collection

Replaces "comprehensive" with "extensive", emphasizing the breadth and size of the data.

a thorough data compilation

Emphasizes the careful and detailed process of gathering the data.

a wide-ranging set of data

Focuses on the diverse scope and variety of the data included.

a detailed data archive

Highlights the archival aspect, suggesting a well-organized and accessible collection of data.

a holistic data resource

Implies that the data provides a full and integrated view of a subject.

an all-encompassing data repository

Stresses that the data covers everything relevant to a particular area.

a substantial body of data

Emphasizes the significant quantity and weight of the information.

a rich source of data

Highlights the quality and depth of information available within the dataset.

a consolidated database

Focuses on how the data has been unified into a single organized system.

FAQs

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

You can use "a comprehensive dataset" to describe a thorough collection of data used for analysis or research. For example, "The study utilized "a comprehensive dataset" of patient records to identify risk factors."

What are some alternatives to "a comprehensive dataset"?

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

Is it better to say "a comprehensive dataset" or "an exhaustive dataset"?

"Comprehensive" implies a broad and thorough collection, while "exhaustive" suggests every possible item is included. "A comprehensive dataset" is usually preferred because achieving a truly exhaustive dataset is often impractical.

What makes a dataset "comprehensive"?

A dataset is considered "comprehensive" when it includes all the necessary data points to provide a complete and well-rounded understanding of the subject matter. This involves considering all relevant variables and ensuring sufficient data depth and breadth.