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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 on
Grammar usage guide and real-world examplesUSAGE SUMMARY
"data on" is correct and can be used in written English.
This phrase is used when a writer is discussing data related to a specific subject or topic. For example, “The report contains detailed data on the economic impact of the pandemic.”.
✓ Grammatically correct
News & Media
Academia
Science
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
Data on C.E.O.
News & Media
Biographical data on Miss Smith.
News & Media
Any psephological data on this?
News & Media
The data on disk are always encrypted.
News & Media
Snow presented his data on a map.
News & Media
Getting data on wages is tricky.
News & Media
There's very little data on this.
News & Media
"Collect data on industries and on markets.
News & Media
All the data on pollutants are published.
News & Media
Data on party membership are patchy.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
ANALYZE the data on-line.
Expert writing Tips
Best practice
When using "data on", ensure the noun following 'on' is specific and clearly defines the subject the data pertains to. For example, instead of "data on the project", use "data on the project's budget" or "data on the project's timeline".
Common error
Avoid using overly broad terms after "on", which can make the phrase ambiguous. For example, saying "data on things" lacks clarity. Instead, specify the exact subject, such as "data on environmental changes" or "data on consumer preferences".
Source & Trust
88%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data on" functions as a prepositional phrase that modifies a noun, specifying the subject to which the data relates. Ludwig AI confirms its correctness and wide applicability. Examples include "data on climate change" or "data on consumer behavior", where "on" connects "data" to the subject of interest.
Frequent in
News & Media
38%
Academia
30%
Science
32%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "data on" is a grammatically correct and highly versatile prepositional phrase used to specify the subject to which data pertains. Ludwig AI confirms that it is used correctly and it's found across various contexts, particularly in News & Media, Academia, and Science, denoting its wide acceptance. It's crucial to use specific subjects after "on" to avoid ambiguity. Alternatives like "information regarding" or "statistics concerning" can be used depending on the desired level of formality and context. With a strong expert rating and frequent usage, "data on" is a reliable and effective phrase for conveying information accurately.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
information regarding
Emphasizes the informational aspect and uses a more formal tone.
evidence relating to
Highlights the evidential aspect and is suitable for formal contexts.
knowledge pertaining to
Indicates specialized or technical knowledge and is quite formal.
statistics concerning
Specifically refers to numerical data and uses a more formal structure.
documentation of
Emphasizes a formal record or collection of data.
figures for
Specifically refers to numerical values and is concise.
reports on
Highlights documented information.
details about
Focuses on specific details and is slightly less formal.
insights concerning
Focuses on deeper understanding and implications.
research into
Implies a more in-depth investigation.
FAQs
How can I use "data on" in a sentence?
What are some alternatives to saying "data on"?
Depending on the context, you could use phrases like "information regarding", "statistics concerning", or "details about". The choice depends on the specific nuance you want to convey.
Is it better to use "data on" or "information on"?
While both are correct, "data" typically refers to factual or numerical information, whereas "information" is broader. Using "data on" suggests a more structured or quantifiable set of facts, such as ""data on" sales figures", while "information on" is more general.
What's the difference between "research on" and "data on"?
"Research on" implies a systematic investigation, while "data on" refers to specific pieces of information collected. For example, "research on the effects of pollution" describes a study, whereas ""data on" air quality" refers to collected measurements.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
88%
Authority and reliability
4.6/5
Expert rating
Real-world application tested