the dataset consists of

USAGE SUMMARY

The phrase "the dataset consists of" is correct and usable in written English.
You can use it when describing the components or elements that make up a dataset in a research or analytical context. Example: "In this study, the dataset consists of various demographic information, survey responses, and behavioral data collected over five years."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The dataset consists of 1000 instances.

Vietnam Journal of Computer Science

The dataset consists of locations and service usages.

EPJ Data Science

The dataset consists of 690 instances of loan applicants.

Vietnam Journal of Computer Science

The dataset consists of persons, not multiple observations per person.

IZA Journal of Labor Economics

The dataset consists of 332 chemicals with a carcinogen to non-carcinogen ratio of 114:2114

Journal of Cheminformatics

The dataset consists of a roughly categorized collection of 1109 images.

EURASIP Journal on Image and Video Processing

The dataset consists of the application details of 216,771 candidates between 2002 and 2005.

IZA Journal of Labor Economics

The dataset consists of five sensors; their meta-information is shown in Table 3.

Journal of Big Data

The dataset consists of five sensors that are recording temperature readings, in degrees Celsius.

Journal of Big Data

Therefore, in the first scenario the dataset consists of signals from human speech and environmental sounds.

EURASIP Journal on Advances in Signal Processing

The dataset consists of the traffic flow data corresponding to each crash record.

Journal of Modern Transportation

Expert writing Tips

Best practice

When describing a dataset, be specific about the types of data included and their format for better clarity.

Common error

Avoid using overly general terms when describing what a dataset "consists of". Instead of saying it "consists of data", specify the types of data, such as "numerical measurements, categorical variables, and text descriptions."

Linguistic Context

The phrase "the dataset consists of" functions as a declarative statement specifying the composition or contents of a dataset. As indicated by Ludwig, this phrase is perfectly acceptable in written English. It's commonly used to introduce the components that constitute a dataset in research, analysis, or documentation.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "the dataset consists of" is a grammatically correct and very common phrase used to describe the composition of a dataset. Ludwig AI confirms its validity and widespread use in written English. It is most frequently found in scientific contexts, aiming to inform readers about the specific elements included in a dataset. Alternatives include phrases like "the dataset includes" or "the dataset comprises", although the original phrase remains a clear and effective choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the dataset is composed of

Replaces 'consists of' with 'is composed of', maintaining a formal tone.

the dataset comprises

Uses 'comprises' for a more concise and formal description.

the dataset includes

Employs 'includes' to highlight the elements contained within the dataset.

the dataset contains

Uses 'contains' to simply state the presence of elements.

the dataset encompasses

Utilizes 'encompasses' to suggest a more comprehensive inclusion.

the dataset features

Replaces "consists of" highlighting key attributes or components.

the dataset is made up of

Offers a less formal alternative using 'is made up of'.

the dataset incorporates

Suggests that the dataset actively integrates different elements.

the dataset integrates

Highlights the combined action of different data within the dataset.

the dataset is characterized by

Focuses on the defining features and elements within the dataset.

FAQs

What does it mean when describing that "the dataset consists of" something?

When you say that "the dataset consists of" something, you are specifying what kind of data or elements are included within that dataset. For example, "the dataset consists of images and their corresponding labels" means that the dataset contains images and associated labels.

What can I say instead of "the dataset consists of"?

You can use alternatives like "the dataset includes", "the dataset comprises", or "the dataset contains" depending on the context.

How to use "the dataset consists of" in a sentence?

You can use "the dataset consists of" to describe the composition of a dataset, such as "The dataset consists of patient records and their corresponding medical history" or "The dataset consists of images and labels for object detection".

Is it correct to say "the dataset is consist of" instead of "the dataset consists of"?

No, "the dataset is consist of" is grammatically incorrect. The correct phrase is "the dataset consists of". You can also use "the dataset is composed of" as a valid alternative.