the data includes

USAGE SUMMARY

The phrase "the data includes" is correct and usable in written English.
You can use it when specifying the elements or components that are part of a dataset or information being discussed. Example: "In our research, the data includes various demographic factors such as age, gender, and income level."

✓ Grammatically correct

News & Media

Science

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The data includes names, birth dates and Social Security numbers.

The New York Times

The data includes illnesses reported in U.S. states and territories.

The Washington Post

The data includes names, birthdates, Social Security numbers, addresses, phone numbers.

The New York Times

The data includes cash sales as well as those financed with mortgages.

The Guardian - Money

The data includes 140,000 attacks around the world since 1970.

The New York Times

The data includes usernames and email addresses linked to those accounts.

The Guardian - Tech

The data includes those aged 16-64 for the last quarter of 2013.

The Guardian - Tech

The data includes eviction notices filed with the San Francisco Rent Board.

The Guardian

The data includes details on 11,006 flights by aeroplanes linked to the CIA's rendition programme since 2002.

The Guardian

The data includes information for 200 executives at companies with annual revenue of approximately $6.3 billion or higher.

The New York Times

Much of the data includes a length effect, resulting from a higher.

Chemical Engineering Science

Expert writing Tips

Best practice

When using "the data includes", be specific about what is being included. Clarity enhances the impact of your statement.

Common error

Avoid stating "the data includes a lot of things" without detailing those things. Vague statements weaken your message.

Linguistic Context

The phrase "the data includes" functions as a declarative statement to introduce the specific elements or components that are part of a given dataset. According to Ludwig, it is a grammatically correct and commonly used phrase.

Expression frequency: Very common

Frequent in

News & Media

35%

Science

30%

Academia

15%

Less common in

Formal & Business

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "the data includes" is a grammatically sound and frequently used phrase for specifying the contents of a dataset. As Ludwig AI confirms, it is suitable for various contexts, including news, science, and academia. When writing, ensure you are explicit about what the data includes to maintain clarity. While alternatives like "the data comprises" or "the data encompasses" exist, "the data includes" remains a versatile and widely accepted choice. This phrase is appropriate for professional, academic, and even neutral contexts, making it a valuable tool in any writer's arsenal.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data encompasses

Replaces "includes" with a synonym suggesting a comprehensive inclusion.

the data comprises

Uses "comprises" to indicate the constituent parts of the data.

the data consists of

Specifies the elements that the data is made up of.

the data incorporates

Suggests the data integrates certain elements into a larger whole.

the data features

Highlights specific aspects or components present in the data.

the data covers

Indicates the scope or range of information within the data.

the data details

Emphasizes the provision of specific information within the data.

the data presents

Focuses on the data as a means of showing or revealing information.

the data specifies

Highlights the precise and explicit nature of the data's contents.

the data provides

Suggests that the data offers or makes available certain information.

FAQs

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

Use "the data includes" to introduce a list of specific items or types of information contained within a dataset. For example, "The data includes demographic information, purchase history, and website activity".

What are some alternatives to "the data includes"?

You can use alternatives such as "the data comprises", "the data encompasses", or "the data consists of" depending on the specific nuance you wish to convey. Consider alternatives such as "the data comprises", "the data encompasses", or "the data consists of".

Is it correct to say "the data include" instead of "the data includes"?

No, "the data includes" is correct. "Data" is treated as a singular noun in formal writing, even though it is technically the plural of "datum". Therefore, it takes a singular verb form.

What is the difference between "the data includes" and "the analysis includes"?

"The data includes" refers to the contents of a dataset, while "the analysis includes" refers to the components or methods used in a particular analysis. For instance, "The data includes sales figures" describes the dataset, whereas "The analysis includes regression modeling" describes the analytical process.