wide range of data

USAGE SUMMARY

The phrase "wide range of data" is correct and usable in written English.
It can be used when referring to a diverse collection or variety of information or statistics on a particular subject. Example: "The research study analyzed a wide range of data to draw comprehensive conclusions about consumer behavior."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

57 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

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

We have been able to use a wide range of data to identify 239 families classed as "troubled" and are already working to ensure they get the support they need to turn their lives around.

The Guardian

There was a wide range of data we would have liked to have collected – self-harm and suicide by local authority, cyberbullying – it's very hard to paint a picture," said Russell.

The Guardian

So the FBI announced plans to overhaul its failed undercount, promising to publish a wide range of data beyond shootings and in relative real-time, with a system resembling The Counted.

The Guardian

Cincinnati Children's is among the relatively few medical centers that meticulously collect a wide range of data, to let the hospital see whether patients are getting good, effective care — and to look for ways to improve.

The New York Times

A wide range of data, of all types, is being released, from the financial transactions of government departments through to information on how bumblebees respond to different flowers, and is available at data.gov.uk.

The Guardian

We consider a wide range of data when looking at any possible change, for example we talk to commenters and readers, we run user panels, we look at usability research, and we analyse metrics on the live site.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

Subsetting and aggregation are common operations executed in a wide range of data-intensive applications.

Parallel Computing

With the idea to cover a wide range of data-flow applications, we leaded experiments on real and artificial applications.

EURASIP Journal on Embedded Systems

Expert writing Tips

Best practice

When using "wide range of data", specify the type of data to provide context and clarity. For example, "The study analyzed a wide range of demographic data."

Common error

Avoid using "wide range of data" without providing specific details about the data itself. Saying "We collected a wide range of data" lacks impact without explaining what kind of data was collected.

Linguistic Context

The phrase "wide range of data" functions as a noun phrase, where "wide range" acts as a modifier describing the scope and diversity of the data being referred to. As Ludwig AI suggests, it is a correct and usable phrase in written English.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

40%

Formal & Business

10%

Less common in

Academia

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "wide range of data" is a grammatically sound and frequently used expression to describe a diverse and extensive collection of information. As Ludwig AI confirms, its usage spans across multiple domains, particularly in science and news media. To enhance clarity, always specify the type of data involved and avoid overgeneralization. Alternatives include "diverse data set" and "comprehensive data set", which offer subtle variations in emphasis. When writing, make sure to provide context to ensure that the message about the breadth and scope of the data is adequately conveyed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

broad spectrum of data

Uses "spectrum" to suggest a wide array of data points.

comprehensive data set

Focuses on the completeness and thoroughness of the data.

varied data sources

Highlights different origins of data.

diverse data set

Highlights the variety of data included.

inclusive data set

Focuses on the fact that the data set does not exclude any particular data.

comprehensive information base

Focuses on the information aspect of data.

extensive data collection

Emphasizes the act of gathering a large amount of data.

exhaustive data pool

Emphasizes the size and completeness of the data.

assorted data points

Emphasizes the individuality of each piece of data.

complete data inventory

Focuses on the completeness of the data.

FAQs

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

To effectively use "wide range of data", provide context by specifying what the data pertains to. For example, "The project utilized a "wide range of data", including sales figures, customer demographics, and market trends."

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

You can use alternatives such as "diverse data set", "comprehensive data set", or "broad spectrum of data" depending on the nuance you want to convey.

Is it better to say "wide range of data" or "large amount of data"?

The choice depends on the context. "Wide range of data" suggests variety and diversity, while "large amount of data" emphasizes quantity. If you want to focus on the diverse nature of the information, use "wide range of data". If it's about the sheer volume, use "large amount of data".

What is the difference between "wide range of data" and "variety of data"?

Both phrases are similar, but "wide range of data" implies a more extensive and comprehensive collection, whereas "variety of data" simply indicates different types of data. The former suggests more depth and breadth.