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
limited data about
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'limited data about' is correct and usable in written English.
You can use it to refer to a restrictive amount of facts and information about a particular thing. For example, "We have limited data about how climate change will affect this region."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
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
58 human-written examples
There are limited data about the frequency of misdiagnoses.
News & Media
Bank of America, Goldman and JPMorgan all leave France out of those tables, though they reveal limited data about France in other places in their filings.
News & Media
There are limited data about other triptans.
There are limited data about LC under spinal anesthesia.
There are limited data about levetiracetam, gabapentin and zonisamide.
There are limited data about long-term oncologic safety of this procedure.
There are limited data about the relationship between platelet leukocyte aggregates and IBD.
However, there are only very limited data about its efficacy in children.
Secondary interventions for renal artery restenosis (RAS) after renal artery stenting are common, despite limited data about their effectiveness.
Science
But there are limited data about the antibacterial effect of chitosan-Ag NPs solution against MRSA [34].
Science
There are limited data about the persistence and infectivity of Zika virus in semen of symptomatic travelers returning from endemic areas and even less data in asymptomatic cases.
Science
Expert writing Tips
Best practice
When using "limited data about", clearly specify what the data is limited in relation to. This provides context and avoids ambiguity. For example, instead of saying "There is limited data about the effects", specify "There is limited data about the long-term effects of the medication".
Common error
Avoid drawing definitive conclusions based on "limited data about". Instead, acknowledge the limitations and suggest areas for further research. For instance, instead of saying "The results prove...", state "The results suggest... but further research is needed due to limited data".
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "limited data about" functions as an adjectival phrase modifying a noun. It qualifies the noun by indicating that the amount of information available is restricted. As confirmed by Ludwig, the phrase is grammatically sound and usable.
Frequent in
Science
82%
News & Media
12%
Formal & Business
6%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "limited data about" is a grammatically correct and frequently used expression to convey that there is a restricted amount of information available on a particular subject. As Ludwig AI confirms, its usage spans across various contexts, with a notable prevalence in scientific and news-related domains. While versatile, it's important to provide context by specifying what the data is limited in relation to, and to avoid overstating conclusions based on such limitations. Alternatives like "scarce information regarding" or "insufficient data concerning" can offer subtle variations in meaning. Remember to check Ludwig for real-world examples and additional insights.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
scarce information regarding
Replaces "data" with "information" and uses "regarding" instead of "about", emphasizing the lack of information.
insufficient data concerning
Substitutes "limited" with "insufficient" and "about" with "concerning", highlighting the inadequacy of the data.
a paucity of evidence regarding
Replaces "limited data" with "a paucity of evidence", indicating a definite lack of proof or supporting facts.
restricted information on
Uses "restricted" instead of "limited" and "on" instead of "about", focusing on the restricted availability of information.
sparse data pertaining to
Employs "sparse" to describe the data and "pertaining to" to replace "about", underscoring the thin distribution of data.
meager data on
Replaces "limited" with "meager", conveying a sense of scantiness in the amount of data available.
little information available on
Rephrases to highlight the lack of available information, rather than focusing on the limitation of data itself.
deficient data concerning
Uses "deficient" to convey that the data is lacking or incomplete, impacting its usefulness.
a dearth of knowledge about
Substitutes "limited data" with "a dearth of knowledge", shifting the focus to a broader lack of understanding.
inadequate information regarding
Replaces "limited" with "inadequate", stressing that the information is not sufficient for the purpose.
FAQs
How can I use "limited data about" in a sentence?
You can use "limited data about" to express that there is a scarcity of information on a particular subject. For example, "There is "limited data about" the long-term effects of this treatment".
What are some alternatives to "limited data about"?
Some alternatives include phrases like "scarce information regarding", "insufficient data concerning", or "a paucity of evidence regarding", depending on the specific nuance you want to convey.
Is it appropriate to use "limited data about" in formal writing?
Yes, "limited data about" is appropriate for formal writing, especially in scientific and academic contexts. It's a clear and concise way to acknowledge the limitations of available information.
What's the difference between "limited data about" and "missing data about"?
"Limited data about" indicates that some data exists, but it's not comprehensive or sufficient. "Missing data about", on the other hand, suggests that the data is entirely absent. Use "missing data about" when there is no information available at all.
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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested