the dataset includes

USAGE SUMMARY

The phrase "the dataset includes" is correct and usable in written English.
You can use it when describing the contents or components of a dataset in a research paper, report, or data analysis context. Example: "In our study, the dataset includes various demographic information, such as age, gender, and income level."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The dataset includes urban CO2 emissions, GDP, and population.

Journal of Cleaner Production

The dataset includes 11 engineering bioreactor parameters as input variables.

Data in Brief

The dataset includes 7 separate days worth of tweets, indexed and ready to upload into our Solr database.

University of California, Berkeley

The dataset includes large variability in growing climates, a prerequisite to investigate phenology models for use in climate change applications.

Agricultural and Forest Meteorology

The dataset includes 330 carbonate core plug samples from twelve different study areas and hence includes a highly diverse range of carbonate rock types.

Journal of Petroleum Science and Engineering

The dataset includes variables such as temperature, salinity, oxygen, phosphate, silicate, phytoplankton and zooplankton community structure and abundance, meteorological conditions, fish and marine mammal counts, and more.

Stanford University

The dataset includes EEG, eye-tracking, and physiological (GSR and Heart rate) signals collected from 34 individuals (18 able-bodied and 16 motor-impaired).

Data in Brief

The dataset includes two-minute ensemble averaged continuous velocity and backscatter profiles, supplemented by spatially gridded maps for each velocity component, error velocity and local bathymetry.

Data in Brief

The dataset includes various questions about relationships with neighbours.

IZA Journal of Migration

The dataset includes Big Five personality annotations obtained by crowdsourcing.

EURASIP Journal on Image and Video Processing

The dataset includes 96.5%% of all patient admissions statewide based on an annual audit of hospitals.

Injury Epidemiology

Expert writing Tips

Best practice

When describing the contents of a dataset, be specific and list the key variables or components it includes. For example, instead of saying "the dataset includes various parameters", specify "the dataset includes temperature, salinity, and depth measurements."

Common error

Don't use overly general terms when describing what a dataset includes. Instead of stating "the dataset includes information", be precise by listing specific variables or types of data contained within the dataset. For instance, use "the dataset includes patient demographics, medical history, and treatment outcomes."

Linguistic Context

The phrase "the dataset includes" functions as a declarative statement to introduce the contents or components of a dataset. Ludwig AI indicates it is a common and correct phrase. Examples from Ludwig showcase its use across diverse fields, emphasizing the specific elements within a dataset.

Expression frequency: Very common

Frequent in

Science

79%

Academia

13%

News & Media

5%

Less common in

Formal & Business

1%

Encyclopedias

1%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "the dataset includes" is a grammatically correct and very common way to introduce the contents of a dataset. Ludwig AI affirms its validity and widespread use. Its primary function is to inform readers about the specific variables or components contained within the dataset, commonly used in formal and scientific contexts. When using this phrase, avoid vagueness by listing precise details and key variables. Alternatives like "the dataset contains" or "the dataset comprises" can be used for variety. "The dataset includes" shows a strong prevalence in scientific and academic writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the dataset contains

Replaces "includes" with "contains", emphasizing the presence of specific elements within the dataset.

the dataset comprises

Uses "comprises" to denote that the dataset is made up of certain elements.

the dataset encompasses

Substitutes "includes" with "encompasses", suggesting a broader and more comprehensive inclusion of data.

the dataset incorporates

Employs "incorporates" to indicate that the dataset integrates various components.

the dataset features

Replaces "includes" with "features", highlighting key or prominent aspects of the dataset.

the dataset provides

Uses "provides" to suggest that the dataset offers specific types of information.

the dataset presents

Substitutes "includes" with "presents", emphasizing the dataset's role in showcasing certain data.

the dataset details

Employs "details" to indicate that the dataset offers specifics about certain elements.

the dataset documents

Replaces "includes" with "documents", highlighting the dataset's role in recording information.

the data set specifies

Uses "specifies" to suggest that the dataset explicitly defines its elements.

FAQs

How can I use "the dataset includes" in a sentence?

You can use "the dataset includes" to introduce the elements or variables contained within a particular dataset. For example, "The dataset includes demographic information, medical history, and treatment outcomes for each patient."

What are some alternatives to "the dataset includes"?

Some alternatives to "the dataset includes" are "the dataset contains", "the dataset comprises", or "the dataset encompasses". The best choice depends on the specific context and the nuance you wish to convey.

Is it better to say "the dataset includes" or "the dataset contains"?

Both "the dataset includes" and "the dataset contains" are grammatically correct and often interchangeable. "Includes" suggests a listing of components, while "contains" emphasizes the presence of those components within the dataset. The choice often comes down to personal preference.

How do I avoid being too vague when using "the dataset includes"?

To avoid vagueness, follow "the dataset includes" with a specific list of variables, features, or types of data contained within the dataset. Instead of saying "the dataset includes information", specify "the dataset includes patient age, gender, diagnosis codes, and treatment dates".