Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
data pertaining to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data pertaining to" is correct and usable in written English.
It is used to describe information or facts that are related to a particular topic. For example, "This report includes data pertaining to the environmental impact of the proposed development project."
✓ Grammatically correct
Science
News & Media
Academia
Formal & Business
Encyclopedias
Alternative expressions(20)
information related to
data related to
information concerning
data regarding
details concerning
evidence regarding
insights into
evidence pertaining to
documentation pertaining to
records pertaining to
instructions pertaining to
database pertaining to
reported pertaining to
dataset pertaining to
information pertaining to
additional support regarding
compiled figures concerning
information regarding
would you share the relevant data concerning
please provide data for
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
59 human-written examples
All data pertaining to this study are presented in the paper and Supplementary Information.
Science & Research
All deep-sequencing data pertaining to this study can be found on GEO GSE101455.
Science & Research
All other data pertaining to this manuscript are available from the authors upon request.
Science & Research
The data pertaining to this study are available from the corresponding authors upon reasonable request.
Science & Research
Artificial satellites provide data pertaining to geographic formations, oceanic and atmospheric movements, and worldwide communications.
Encyclopedias
Most important, the study is designed to collect all those data and only those data pertaining to the claim.
News & Media
This allows CALS and the University to have more accurate data pertaining to publications.
Academia
Additionally thermodynamic and transport data pertaining to PET formation have been reviewed.
Science
Experimental data pertaining to AC conductivity could be easily fitted to quantum mechanical tunnelling model.
Science
The federal government collects extensive survey and administrative data pertaining to disability.
Academia
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
Indeed, all data pertaining to pressures, resistances and flows are more reliably determined using a PAC.
Science
Expert writing Tips
Best practice
When using "data pertaining to", ensure the relationship between the data and the subject is clear and direct. Avoid ambiguity by specifying what the data directly relates to.
Common error
Avoid using "data pertaining to" in contexts where simpler alternatives like "related data" or "data about" would suffice. Choose the simplest and clearest wording suitable for your audience.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data pertaining to" functions as a prepositional phrase that modifies a noun, specifying the relationship or relevance of the data to a particular subject. Ludwig AI confirms that this phrase is correct and usable in written English.
Frequent in
Science
55%
News & Media
18%
Academia
12%
Less common in
Formal & Business
10%
Encyclopedias
3%
Reference
2%
Ludwig's WRAP-UP
In summary, "data pertaining to" is a grammatically sound and widely used phrase, particularly in formal and scientific contexts. Ludwig AI confirms its correctness. It serves to precisely link data to a specific subject. While effective in professional settings, it should be used judiciously to avoid wordiness in simpler communications. Alternatives such as "data related to" may be more appropriate depending on the context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
information related to
Focuses on the relationship of the information, implying a direct connection.
facts connected to
Highlights a factual connection between the data and the subject.
details concerning
Emphasizes specific details about a subject.
evidence regarding
Implies the data serves as evidence for or against something.
statistics relevant to
Specifically refers to statistical data that is applicable or pertinent.
insights into
Highlights the provision of a deeper understanding through the data.
figures associated with
Suggests a correlation or link between numerical figures and a topic.
materials applicable to
Indicates that the data or materials can be used in a specific context or situation.
documentation for
Replaces "data" with the word "documentation", that is a data format.
aspects bearing on
Highlights that the aspects influence or have a connection to something.
FAQs
How can I use "data pertaining to" in a sentence?
You can use "data pertaining to" to specify what the data is related to. For example: "The study analyzes "information related to" climate change."
What are some alternatives to "data pertaining to"?
Alternatives include "data related to", "information concerning", or "facts connected to", depending on the specific context.
Is there a difference between "data pertaining to" and "data about"?
"Data pertaining to" generally implies a more formal or technical context. "Data about" is a simpler and more general alternative. Use "data regarding" when a more formal tone is appropriate.
When is it best to use "data pertaining to" over other options?
Use "data pertaining to" when you want to convey precision and formality, especially in academic, scientific, or business writing. It's useful when highlighting a specific relationship between the data and its subject.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested