when it comes to data

USAGE SUMMARY

"when it comes to data" is a correct and commonly used phrase in written English.
It is often used to introduce a topic or to indicate a specific area of expertise or knowledge. Example: When it comes to data analysis, John is the go-to person on our team. He has a deep understanding of statistical methods and can effectively interpret and communicate complex data sets.

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Often when it comes to data, its uses are seen as external but in truth, we are just scratching the surface.

Forbes

"When it comes to data collection, we're selfish," said Bilikiss.

Massachusetts Institute of Technology

Health care lags other industries when it comes to data sharing and interoperability.

Stanford University

And it's the same for organizations when it comes to data and analytics.

Massachusetts Institute of Technology

Be literate and to up your game when it comes to data literacy.

The New York Times

China and the United States have different strengths when it comes to data.

The Washington Post

Some will instinctively mistrust state bodies when it comes to data.

The Guardian

Federal judges have a different view, at least when it comes to data about their own financial affairs.

The New York Times

Above all, it reinforces the importance of outside measurement when it comes to data from Facebook and other media companies.

The New York Times

The issue is not technical: these difficulties will most likely be overcome, for instance when it comes to data disposal.

The Economist

It's spot on when it comes to data on heart rate and calories, plus pulse and distance.

Independent

Expert writing Tips

Best practice

Use "when it comes to data" to clearly signal a shift in focus towards data-related aspects within a broader discussion. This helps to set the context and manage expectations.

Common error

Avoid using "when it comes to data" excessively in casual conversations. Simpler alternatives like "regarding data" or "about data" may be more appropriate for informal settings.

Linguistic Context

The phrase "when it comes to data" functions as a prepositional phrase that introduces a specific area of focus or consideration related to data. As Ludwig AI confirms, it's a common way to direct attention to data-related aspects within a broader context.

Expression frequency: Very common

Frequent in

News & Media

53%

Science

25%

Formal & Business

10%

Less common in

Academia

7%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "when it comes to data" is a versatile phrase used to shift focus specifically onto data-related aspects. As Ludwig AI states, it's grammatically correct and very common, predominantly appearing in News & Media, Science, and Formal & Business contexts. For more concise or informal scenarios, consider alternatives such as "regarding data". Remember to use this phrase judiciously to maintain clarity and avoid sounding repetitive. This ensures that the signal is sharp and the audience's attention is captured for important data points.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

regarding data

This alternative is a more concise and formal way of expressing the same focus.

concerning data

This alternative is similar to 'regarding data' but can sound slightly more formal.

with respect to data

This alternative is a more formal and academic way to introduce a discussion about data.

in relation to data

This alternative highlights the connection or relationship to data.

in terms of data

This alternative focuses on specific aspects or measurements related to data.

as regards data

This alternative is a more old-fashioned, formal way of saying 'regarding data'.

on the subject of data

This alternative explicitly indicates that the topic of conversation is data.

with regard to data

This is another formal alternative, emphasizing consideration or attention towards the data.

considering data

This alternative puts more stress on the act of evaluating data as a factor.

data-wise

This alternative is more informal and succinct, indicating a focus on data-related aspects.

FAQs

How can I use "when it comes to data" in a sentence?

You can use "when it comes to data" to introduce a specific point or consideration related to data within a broader topic. For instance, "When it comes to data security, financial services often get the most attention."

What are some alternatives to "when it comes to data"?

Alternatives include "regarding data", "concerning data", or "with respect to data", depending on the formality and context you want to convey.

Is "when it comes to data" formal or informal?

"When it comes to data" is generally considered neutral to slightly formal. For more informal contexts, consider using simpler alternatives such as "about data".

What's the difference between "when it comes to data" and "in terms of data"?

"When it comes to data" introduces a general consideration related to data, while "in terms of data" focuses on specific aspects or measurements. For example, "When it comes to data, security is paramount." versus "In terms of data analysis, we use several advanced techniques."