a variety of data

USAGE SUMMARY

The phrase "a variety of data" is correct and usable in written English.
It can be used when referring to different types or categories of data in a discussion or analysis. Example: "The research study analyzed a variety of data, including surveys, interviews, and observational records."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

A variety of data sources were integrated for each property.

Journal of Petroleum Science and Engineering

Inspired by voice analytics, the company uses a variety of data to predict a business' future.

The Guardian - Tech

It is a general-purpose compression for a variety of data types.

The Guardian

Transportation research relies heavily on a variety of data.

Transportation Research Part C: Emerging Technologies

Abstract: The authors examined a variety of data about registrations in.BIZ.

Harvard University

Her research focuses on data analysis and pipeline development for a variety of data types.

Columbia University

The tool collects a variety of data, both about network performance and about network usage.

Princeton University

Works to collect a variety of data from your computer, generally for financial gain.

Columbia University

A variety of data are used to define each site boundary that GRASP analyzes.

Columbia University

A variety of data will be shared and collected during the discussion.

Massachusetts Institute of Technology

Students learn to use a variety of data collection and analysis methods.

Cornell University

Expert writing Tips

Best practice

When using "a variety of data", specify the types of data involved to provide more context and clarity for the reader. For example, instead of just saying "a variety of data", you could say "a variety of data, including demographic information, sales figures, and customer feedback".

Common error

Avoid using "a variety of data" without providing any specific examples or context. This can make your writing vague and less informative. Always aim to provide concrete details to support your claims.

Linguistic Context

The phrase "a variety of data" functions as a noun phrase, acting as the subject or object of a sentence. As Ludwig AI confirms, it correctly indicates that there are different kinds of data considered. This expression often introduces a list or discussion of various data types.

Expression frequency: Very common

Frequent in

Science

42%

News & Media

28%

Academia

23%

Less common in

Formal & Business

5%

Wiki

1%

Reference

1%

Ludwig's WRAP-UP

In summary, "a variety of data" is a versatile phrase used to indicate that multiple types of information are being considered. As Ludwig AI confirms, it's grammatically correct and widely applicable across different contexts. While suitable for both formal and informal settings, it's particularly common in scientific, academic, and news-related content. For clearer communication, consider specifying the types of data involved, and be mindful that alternatives like ""a range of data"" or ""multiple types of data"" may offer subtle differences in nuance. Avoiding vagueness is critical, so always aim to provide context and concrete examples to support your claims.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a range of data

Emphasizes the spectrum or scope of the data involved.

multiple types of data

Highlights the different categories or kinds of data being considered.

diverse data sets

Stresses the heterogeneity and distinct nature of the data collections.

various forms of data

Focuses on the different formats or representations of the data.

an array of data

Suggests a structured or organized collection of data points.

a multitude of data

Implies a large quantity and diverse nature of the data available.

varied data sources

Highlights the different origins or providers of the data.

assorted data points

Emphasizes the individual pieces of information within the dataset.

a spectrum of data

Similar to 'a range of data' but conveys a more continuous variation.

a mix of data

Indicates a blend or combination of different data types.

FAQs

How can I effectively use "a variety of data" in a sentence?

To effectively use "a variety of data", ensure you provide context. Mention the different types of data being considered to enhance clarity and relevance. For example, "The study analyzed "a variety of data", including survey responses, social media metrics, and sales records".

What phrases are similar to "a variety of data"?

Alternatives include "a range of data", "multiple types of data", or "diverse data sets". The best choice depends on the specific context and the nuance you want to convey.

Is "a variety of data" formal or informal?

"A variety of data" is suitable for both formal and informal contexts. However, in more formal writing, consider providing specific examples of the data types to add precision and credibility.

How does "a variety of data" differ from "a large amount of data"?

"A variety of data" emphasizes the diversity and different types of data, while "a large amount of data" focuses on the quantity. Use "a variety of data" when the different types of data are significant, and "a large amount of data" when the sheer volume is the key point.