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 pertains to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data pertains to" is correct and usable in written English.
It can be used when discussing the relevance or applicability of data to a specific subject or context. Example: "The data pertains to the recent trends in consumer behavior and purchasing patterns."
✓ Grammatically correct
Science
News & Media
Alternative expressions(5)
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
8 human-written examples
The primary data pertains to the year 2010 11.
Explicitly, new development are expected to provide ways of filling in missing data and addressing data uncertainty and vagueness using dynamic models of the very systems that these data pertains to.
Science
Additionally, since the NHANES data pertains to United States wine consumers, it should be noted that the mean Pb content for all wine samples may overestimate BLLs among consumers that are more likely to drink wine produced in the United States.
Currently, most published data pertains to small pilot studies with varied methodologies.
Science
An interesting observation stemming from the interview data pertains to the somewhat tense interactions that academics who contributed to the process had with government policymakers.
Science
Each type of omics data pertains to a single level of the biological system under investigation (transcriptomics, proteomics, metabolomics, lipidomics, etc).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
52 human-written examples
The data pertain to the period 2005 2014.
Science
In Figure b data pertain to measurements involving removal (i.e. replacement of the solution).
Science
These data pertain to variables that link processing conditions to microstructural characteristics, and finally, mechanical properties.
The data pertain to the consumption of spirits in the United Kingdom from 1870 to 1983.
The data pertain to 379 students of an undergraduate course that covers basic Information and Communication Technology (ICT) skills in Spain.
Science
Expert writing Tips
Best practice
When using "data pertains to", ensure the subject of the data is clearly defined to avoid ambiguity. For example: "The experimental data pertains to the time course studies."
Common error
Avoid constructing sentences that are too convoluted when using "data pertains to". Simpler sentences improve clarity and readability. Instead of: "The data, which was meticulously collected and rigorously analyzed, particularly pertains to the nuanced dynamics of market trends.", try: "The data pertains to market trends."
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data pertains to" functions as a declarative statement, indicating a relationship of relevance or applicability between data and a specific subject. This is evident in Ludwig's examples, which showcase its usage in various academic and scientific contexts.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, the phrase "data pertains to" is a grammatically correct and usable expression that connects data to a specific subject or context. Ludwig AI confirms its proper usage. While it is not extremely common, it appears primarily in scientific and formal contexts. Alternatives like "data relates to" or "data applies to" can be used for slight variations in meaning. When using this phrase, clarity is key; ensure the subject of the data is well-defined. Avoid overly complex sentence structures to maintain readability. By understanding its function, purpose, and context, you can effectively incorporate "data pertains to" into your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data applies to
Replaces "pertains to" with "applies to", slightly altering the focus from relevance to direct application.
data relates to
Substitutes "pertains to" with "relates to", indicating a connection or association rather than direct relevance.
data concerns
Uses "concerns" instead of "pertains to", suggesting the data is about or regarding a specific topic.
data is relevant to
Rephrases to emphasize the relevance of the data to a particular subject.
data is applicable to
Focuses on the applicability of the data to a specific context or situation.
data refers to
Indicates that the data points to or makes reference to a specific subject.
data is connected to
Highlights the connection or link between the data and a particular subject.
data is associated with
Suggests an association or correlation between the data and a specific topic.
data bears on
Uses "bears on" to indicate the data has an influence or effect on a subject.
data has to do with
An informal way of saying the data is about or related to something.
FAQs
How can I use "data pertains to" in a sentence?
Use "data pertains to" to indicate that certain information is relevant or applicable to a specific subject. For example, "The "data pertains to" consumer behavior in urban areas".
What are some alternatives to "data pertains to"?
You can use alternatives like "data relates to", "data applies to", or "data concerns" depending on the context.
Is it more formal to say "data pertains to" or "data relates to"?
"Data pertains to" is slightly more formal than "data relates to", but both are acceptable in professional and academic writing. The best choice depends on the specific context and desired tone.
Which is correct, "data pertains to" or "data pertain to"?
The correct form is "data pertains to" when referring to data as a singular, collective noun. Although "data" can be plural (datum), in modern English, especially in scientific contexts, it is commonly treated as singular.
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
4.1/5
Expert rating
Real-world application tested