broad range of data

USAGE SUMMARY

The phrase "broad range of data" is correct and usable in written English. You can use it when discussing various types or categories of data in a context such as research, analysis, or reporting. For example, "The study analyzed a broad range of data to draw comprehensive conclusions." Alternative expressions include "wide variety of data" and "extensive array of data."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

55 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

Within a discovery environment, users can query a broad range of data, create output data (which is not typically allowed in such systems), and even load new data.

Harvard Business Review

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

Chemical Engineering Science

EMPReSSslim captures a broad range of data on diverse biological systems, from biochemical to physiological amongst others.

Methods

Princeton research on information technology policy, driven by CITP and involving faculty from across the University, covers a broad range of data science topics.

Princeton University

Human-verified similar examples from authoritative sources

Similar Expressions

5 human-written examples

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

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 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

In conclusion, we recommend (a) means of improving social dilemma experiments by using asynchronous Trust Games, (b) collecting a broader range of data (in particular qualitative) and (c) increased use of longitudinal studies.

International Journal of Human-Computer Studies

Demand sensing processes can also include much broader range of data such as weather forecasts.

Forbes

Expert writing Tips

Best practice

When presenting findings based on a "broad range of data", clearly specify the types of data included to enhance transparency and credibility. For example, mention if it includes qualitative and quantitative data.

Common error

Avoid vague statements about using a "broad range of data" without providing concrete examples. Be specific about the sources and types of data to avoid appearing unsubstantiated.

Linguistic Context

The phrase "broad range of data" functions as a noun phrase, typically serving as the object of a verb or preposition. It describes the scope or extent of information considered, as shown by Ludwig, and is often used to emphasize the comprehensiveness of an analysis or study. According to Ludwig AI, the phrase is usable and grammatically correct.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

32%

Academia

20%

Less common in

Formal & Business

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "broad range of data" is a widely used and grammatically correct noun phrase that signifies the use of diverse and extensive information sources. Ludwig highlights its applicability across various contexts, including science, news, and academia. When using this phrase, specificity and clarity are essential to avoid vagueness. Alternatives such as "wide array of data" or "extensive collection of data" can add nuance. According to Ludwig AI, the phrase is usable and grammatically correct in written English.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

wide array of data

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

extensive collection of data

Substitutes "broad range" with "extensive collection", highlighting the comprehensiveness of the data gathering.

comprehensive set of data

Replaces "range" with "set", indicating a complete and inclusive compilation of data.

diverse spectrum of data

Uses "diverse spectrum" instead of "broad range" to emphasize the variety and breadth of the data.

varied assortment of data

Replaces "range" with "assortment", focusing on the mixed and diverse nature of the data.

substantial body of data

Emphasizes the quantity and significance of the data by using "substantial body".

considerable volume of data

Highlights the amount of data available, using "considerable volume" to replace "broad range".

wide scope of data

Substitutes "range" with "scope", focusing on the extent and reach of the data.

inclusive dataset

Condenses the phrase to emphasize the all-encompassing nature of the dataset.

comprehensive data

Shortens the phrase while retaining the meaning of a large and complete dataset.

FAQs

What does "broad range of data" mean?

A "broad range of data" refers to a comprehensive collection of information from various sources, encompassing different types and formats, used to gain a thorough understanding of a subject.

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

You can use "broad range of data" to emphasize the comprehensiveness of your analysis or research. For example: "The study utilized a "broad range of data" to ensure the findings were robust."

What are some alternatives to "broad range of data"?

Alternatives include "wide array of data", "extensive collection of data", or "comprehensive set of data". The choice depends on the specific context and nuance you want to convey.

In what contexts is it appropriate to use "broad range of data"?

It is appropriate in academic research, business analysis, and news reporting where a variety of data sources are consulted. It emphasizes thoroughness and credibility.