data encompasses

USAGE SUMMARY

The phrase "data encompasses" is correct and usable in written English.
You can use it when discussing the scope or range of information that data includes or covers. Example: "The research findings indicate that the data encompasses various demographic factors, including age, gender, and income level."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

That number, based on Bureau of Labor Statistics data, encompasses workers across the US economy, not just the S&P 500 companies.

The Guardian

The collected data encompasses 1275 field years and 1355 mapped erosion systems, giving evidence on the extent, frequency and rate of soil erosion by water.

CATENA

The NLWA data encompasses government reimbursements to hospitals.

BMC Endocrine Disorders

The data encompasses comprehensive records on member demographic characteristics, health plan enrollment, inpatient and outpatient services, and prescriptions.

BMC Psychiatry

Namely, recall that the synthetic network data encompasses "co-complex" PPIs obtained by AP/MS, among other PPI types, while the real-world network data consists of "binary" Y2H PPIs (" Data sets").

Algorithms for Molecular Biology

As with all current CNV detection methodologies deducing copy number variations from SNP data encompasses a number of areas at which error can be introduced and ascertainment biases presented [ 26; 27].

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

For many, the concept of someone seeing where you're going has uncomfortable echoes of AOL's disastrous leak in August 2006, when it mistakenly made available 2GB of data encompassing 20m search keywords for more than 650,000 users collected over a three-month period.

The Guardian - Tech

The growth data encompass R values of −3 to 0.5 for cyclic and dwell waveforms.

International Journal of Fatigue

Accurate national soccer participation data encompassing all levels of play is difficult to obtain.

Injury Epidemiology

"Druva delivers an as-a-service protection and management solution for all enterprise data encompassing infrastructure, endpoints, and cloud applications.

TechCrunch

The data encompass the country's 200 universities and 12,000 colleges, which together spend more than $6 billion a year on research.

Science Magazine

Expert writing Tips

Best practice

When using "data encompasses", ensure clarity by specifying what the data includes. This helps the reader understand the scope and limitations of the information presented.

Common error

Avoid using "data encompasses" if the data provides only a partial view or incomplete information. Instead, use terms like "data touches on" or "data hints at" to accurately represent the information's scope.

Linguistic Context

The phrase "data encompasses" functions as a verb phrase, where "encompasses" acts as a transitive verb describing the scope or range of the data. According to Ludwig AI, it's a correct and usable phrase. The examples provided by Ludwig illustrate its usage in academic, news, and business contexts.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data encompasses" is a grammatically correct phrase used to describe the scope of a dataset. Ludwig AI confirms that it's a valid and useful phrase, particularly in formal and scientific contexts. While alternatives like "data includes" are more common, "data encompasses" adds a degree of formality and emphasizes the comprehensive nature of the data. Remember to clearly specify what the data includes to avoid ambiguity, and ensure the phrase accurately reflects the data's scope.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data includes

Uses a more common verb with a similar meaning.

data covers

Employs a different verb emphasizing the scope of the data.

data comprises

Replaces "encompasses" with a formal synonym.

data constitutes

Similar to "comprises" but with a slightly different connotation of forming a whole.

data incorporates

Suggests that the data actively integrates various elements.

data takes in

An informal alternative, suggesting the data absorbs information.

data embodies

Implies the data acts as a physical representation of the included elements.

data encapsulates

Suggests the data fully contains and protects information.

data subsumes

Indicates the data absorbs other information into a larger category.

data accounts for

Highlights that the data provides information for various factors.

FAQs

How do I use "data encompasses" in a sentence?

Use "data encompasses" to indicate the range of information included within a dataset. For example, "The "data encompasses" customer demographics, purchase history, and website activity."

What are some alternatives to "data encompasses"?

You can use alternatives such as "data includes", "data covers", or "data comprises" to convey a similar meaning.

Is it better to say "data encompasses" or "data includes"?

"Data includes" is generally more common and straightforward. "Data encompasses" is a more formal way of saying the same thing, implying a broader scope.

What is the difference between "data encompasses" and "data represents"?

"Data encompasses" means that the data contains or includes something, while "data represents" means that the data symbolizes or stands for something else. They are not interchangeable.