a broad range of data

USAGE SUMMARY

The phrase "a broad range of data" is correct and usable in written English.
It can be used when discussing the variety or diversity of data available in a particular context, such as research, analysis, or reporting. Example: "The study was based on a broad range of data collected from various sources, ensuring comprehensive results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

36 human-written examples

Lecturers should take care to focus on a broad range of data.

The Guardian

"We will have a broad range of data to look at," Yellen said.

The New Yorker

In recent weeks, a broad range of data �� like reports on new residential construction and small business confidence — have beaten analysts' expectations.

The New York Times

It would, for example, exempt information released to journalists and information that analysts obtain from non-senior executives, an exemption designed to encourage analysts to dig for a broad range of data.

The New York Times

Funf provides a reusable set of functionalities enabling the collection and configuration for a broad range of data types.

Human-centric Computing and Information Sciences

The improved model and other existing models for severe slugging are tested against a broad range of data.

Chemical Engineering Science

Human-verified similar examples from authoritative sources

Similar Expressions

24 human-written examples

In other words, how do you pick the best way to estimate whether an e-mail is spam?) The two men also teach a two-day course for businesspeople called "Statistical Learning and Data Mining" that costs $1,450 and attracts a broad range of data-laden people.

The New York Times

The research uses mixed methods research design with a broad range of data-collection methods, including household surveys, interviews, direct observation and photography, documentary review and policy document analysis.

Journal of Urban Management

The first is that lenders and credit bureaus are starting to use a broader range of data to determine the creditworthiness of prospective borrowers.

The Economist

Using a broader range of data samples enables us to develop a more precise and reliable technique to calculate the CO2 oil swelling factor.

Petroleum Science

Tomasello argues that language learners acquire knowledge of syntax by using inductive, analogical and statistical learning methods, and by examining a broader range of data for the purposes of confirmation and disconfirmation.

SEP

Expert writing Tips

Best practice

When using "a broad range of data", specify the types of data included to provide more context and clarity to your audience.

Common error

Avoid using "a broad range of data" without providing context. Be specific about the types of data involved to prevent ambiguity and enhance understanding.

Linguistic Context

The phrase "a broad range of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes the extent and variety of information considered. Ludwig AI indicates that this phrase is grammatically correct and frequently used.

Expression frequency: Common

Frequent in

Science

41%

News & Media

31%

Formal & Business

8%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a broad range of data" is a grammatically sound and frequently used phrase that describes the extensive scope of information considered in a given context. Ludwig AI confirms its correctness and common usage. It is prevalent in scientific, news, and formal business settings. When using this phrase, it is best practice to specify the data types involved for added clarity. Alternatives include "a wide array of information" and "a diverse collection of data". While generally acceptable, providing specific details about the data types involved will enhance the overall effectiveness and transparency of your communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a wide array of information

Replaces "range" with "array" and "data" with "information", emphasizing the variety of information.

a diverse collection of data

Substitutes "broad" with "diverse" and "range" with "collection", highlighting the heterogeneous nature of the data.

an extensive set of data

Uses "extensive set" instead of "broad range", focusing on the comprehensiveness of the data.

a comprehensive body of data

Replaces "broad range" with "comprehensive body", stressing the completeness of the data.

a wide spectrum of data

Uses "spectrum" to convey the breadth and variety of the data.

a multitude of data points

Shifts the focus to individual "data points" while maintaining the idea of a large quantity.

a varied assortment of data

Employs "varied assortment" to emphasize the diverse nature of the data.

a comprehensive selection of data

Focuses on the thoroughness of the "selection" process.

a general compilation of data

This alternative stresses the inclusive nature of the "compilation".

a sweeping overview of data

This alternative focuses on the holistic view presented by the data.

FAQs

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

You can use "a broad range of data" to indicate that you're considering many different kinds of information. For example, "The analysis incorporated "a broad range of data", including financial reports, market trends, and customer surveys."

What's a good alternative to "a broad range of data"?

Depending on the context, you could use alternatives like "a wide array of information", "a diverse collection of data", or "an extensive set of data".

Is it better to be specific instead of using "a broad range of data"?

While "a broad range of data" is acceptable, being specific about the data types offers greater clarity and strengthens your argument or analysis. For instance, instead of saying "We analyzed "a broad range of data"", specify: "We analyzed sales figures, customer feedback, and competitor pricing data".

In what contexts is "a broad range of data" most commonly used?

"A broad range of data" is commonly used in academic research, business analysis, and news reporting to convey that a study or report considered many different information sources or types. For example, scientific studies often analyze "a broad range of data" to ensure their conclusions are reliable.