data related to

USAGE SUMMARY

'data related to' is absolutely correct and can be used in written English.
You can use it when you want to refer to information that is related to a particular subject or topic. For example, "We have accumulated a lot of data related to the effect of air pollution on public health."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This type of research usually involves gathering data related to the sponsor's already established intellectual property.

The New York Times

The agency was responsible for collecting data related to the economy and making economic forecasts.

The New York Times

But scientific journals are committed to making all data related to its papers public.

The New York Times

They welcome others to upload data related to device performance.

Stanford University

To review the empirical data related to healthy periconceptional behaviors.

Fertility and Sterility

B.V.G. contributed to all the work and data related to the sedimentary organic C content sampling.

Nature

Additional data related to this paper may be requested from the authors.

Nature

It's rare to have such detailed psychometric data related to the mindset of the CEO.

Harvard Business Review

Data related to Jasmonic acid responsive genes were contrasting in response to E. amylovora.

Nature

Analysis of HDR by dsDNA and ssODNs along with primary data (related to Fig. 4).

Nature

Traffic safety data related to legalization was limited, mostly because Colorado didn't collect data on marijuana-impaired driving before 2012.

The Guardian

Expert writing Tips

Best practice

When using "data related to", ensure that the connection between the data and the subject is clear and direct. Avoid vague references and specify the relationship for better clarity.

Common error

Avoid embedding "data related to" within overly complex sentences. Break down the information into simpler sentences to improve readability and comprehension. Instead of writing, "The report included data related to the impact of the new policy on employee morale, productivity, and overall job satisfaction", consider splitting it into: "The report included data on employee morale. It also covered productivity and overall job satisfaction related to the new policy".

Linguistic Context

The phrase "data related to" functions as a prepositional phrase that modifies a noun, typically indicating the subject or category to which the data pertains. Ludwig AI confirms the correctness of this phrase and provides many real-world examples.

Expression frequency: Very common

Frequent in

Science

41%

News & Media

39%

Academia

12%

Less common in

Formal & Business

8%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "data related to" is a grammatically correct and widely used prepositional phrase that specifies the connection between data and a particular subject. Ludwig AI confirms that it is correct and appropriate for use in various contexts. It is commonly found in science, news, and academic writing, making it versatile for both formal and neutral registers. To ensure clarity, it's best to use this phrase in simple sentences and avoid overuse. Alternatives include "information pertaining to", "statistics concerning", and "facts connected with", but the primary advice is to maintain a clear, direct relationship between the data and the subject.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

information pertaining to

Replaces "data" with "information" and "related to" with "pertaining to", offering a more formal tone.

statistics concerning

Substitutes "data" with "statistics", implying a numerical aspect, and "related to" with "concerning".

facts connected with

Replaces "data" with "facts" and "related to" with "connected with", suggesting a link or association.

figures associated with

Substitutes "data" with "figures", implying numerical data, and "related to" with "associated with", indicating a connection.

evidence relevant to

Replaces "data" with "evidence", implying information used for proof, and "related to" with "relevant to", suggesting pertinence.

details concerning

Substitutes "data" with "details", implying specific information, and "related to" with "concerning".

materials relevant to

Replaces "data" with "materials", broadening the scope, and "related to" with "relevant to", suggesting pertinence.

records associated with

Replaces "data" with "records", implying documented information, and "related to" with "associated with", indicating a connection.

findings connected with

Substitutes "data" with "findings", implying results or discoveries, and "related to" with "connected with", suggesting a link.

information in regard to

Replaces "data" with "information", keeping the meaning broad, and "related to" with "in regard to", offering a more formal alternative.

FAQs

How can I use "data related to" in a sentence?

You can use "data related to" to specify the kind of information that is connected with a particular topic. For example, "The study analyzes "data related to" climate change and its impact on coastal regions".

What are some alternatives to "data related to"?

Some alternatives include "information pertaining to", "statistics concerning", or "facts connected with", depending on the context and the desired level of formality.

Is it correct to say "data related with" instead of "data related to"?

No, the correct preposition to use is "to". "Data related with" is grammatically incorrect. Always use ""data related to"".

What's the difference between "data related to" and "data about"?

"Data related to" implies a more specific and direct connection, whereas "data about" is more general. For example, "data related to engine performance" suggests specific measurements, while "data about cars" is a broader category.