a wide range of data

USAGE SUMMARY

The phrase "a wide range of data" is correct and can be used in written English.
You can use this phrase when referring to a large amount of information or facts. For example: The research team collected a wide range of data to analyze.

✓ Grammatically correct

News & Media

Academia

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Using colourful graphics, the website makes a wide range of data accessible in English and Russian.

The Guardian

Integrating a wide range of data to measure medical and financial performance.

The New York Times

Semantically resonant colors can reinforce perception of a wide range of data categories.

Harvard Business Review

It was, according to a wide range of data, a lost decade for American workers.

The Washington Post

We show that our algorithms outperform previously suggested algorithms over a wide range of data sets.

Stanford University

I am available for a wide range of data cleaning, analytical, and programming questions in Stata.

University of California, Berkeley

We show that the divide-and-conquer approach outperforms previously suggested algorithms over a wide range of data sets.

Stanford University

Cities today collect and store a wide range of data that may contain sensitive information about residents.

Harvard University

The biggest advantage, though, is that digital transmission will eventually allow broadcasters to offer listeners a wide range of data services.

The New York Times

Benford's Law applies to a wide range of data sets, such as electricity bills, street addresses, stock prices, and so on.

MIT Technology Review

The model was validated against a wide range of data from published literature along with various existing models.

Composites Part B: Engineering

Expert writing Tips

Best practice

Consider adding a verb that clearly expresses the action performed on the "wide range of data". For example, "analyze a wide range of data", "collect a wide range of data", or "examine a wide range of data".

Common error

Avoid using "a wide range of data" without providing any specific examples or context. This can make your statement vague and less impactful. Instead, briefly mention some key types of data to enhance clarity.

Linguistic Context

The phrase "a wide range of data" functions as a noun phrase, typically serving as the object of a verb or preposition. As Ludwig AI confirms, this phrase is grammatically correct and commonly used. Examples from Ludwig show it used to describe the scope of information used in studies or analyses.

Expression frequency: Very common

Frequent in

News & Media

35%

Academia

34%

Science

31%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "a wide range of data" is a grammatically sound and frequently employed expression, validated by Ludwig AI and demonstrated through numerous examples. It serves to indicate the breadth and diversity of information used, typically as the object of a verb. While suitable for various contexts, including news, academia, and science, it's advisable to provide specific examples of the data types to enhance clarity. Alternatives such as "a diverse set of data" or "a broad spectrum of data" can be used for subtle variations in meaning. Remember to avoid overgeneralization by always providing contextual details about the data being referenced.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a diverse set of data

Replaces 'wide range' with 'diverse set', emphasizing the variety and heterogeneity within the data.

a broad spectrum of data

Substitutes 'wide range' with 'broad spectrum', highlighting the comprehensive scope of the data.

a comprehensive collection of data

Replaces 'wide range' with 'comprehensive collection', focusing on the completeness and thoroughness of the data gathering.

an extensive array of data

Changes 'wide range' to 'extensive array', stressing the numerous and varied nature of the data.

a multitude of data points

Replaces "range of data" with "multitude of data points", shifting the focus to the individual pieces of information.

a vast quantity of data

Replaces "wide range" with "vast quantity", emphasizing the sheer amount of data available.

a considerable volume of data

Substitutes "wide range" with "considerable volume", highlighting the substantial amount of data.

a comprehensive dataset

Replaces "a wide range of data" with "a comprehensive dataset", shifting the focus to the structured collection of data.

a rich source of data

Changes "wide range" to "rich source", emphasizing the value and depth of the data.

various forms of data

Highlights the different types and formats that the data can take.

FAQs

How can I use "a wide range of data" in a sentence?

You can use "a wide range of data" to describe a situation where many different types of information are considered. For example, "The study analyzed "a wide range of data" to determine the most effective treatment."

What are some alternatives to saying "a wide range of data"?

Depending on the context, you could use phrases like "a diverse set of data", "a broad spectrum of data", or "a comprehensive collection of data".

Is it better to say "a wide range of data" or "a wide variety of data"?

Both "a wide range of data" and "a wide variety of data" are grammatically correct and similar in meaning. The choice between them depends on the specific nuance you want to convey. "Range" emphasizes the scope or extent, while "variety" emphasizes the diversity of the data.

When should I be more specific instead of using "a wide range of data"?

If you are discussing a specific study or analysis, it is often more effective to list the types of data used rather than simply stating ""a wide range of data"". For example, "The analysis included financial records, customer surveys, and market trends."