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 is limited for
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data is limited for" is correct and usable in written English.
You can use it when discussing constraints or restrictions related to the availability or scope of data for a specific purpose or analysis. Example: "The research findings are inconclusive because the data is limited for the specific demographic we are studying."
✓ Grammatically correct
Science
News & Media
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
4 human-written examples
However, the comparison is difficult to quantify since available data is limited for both taxis and Uber.
News & Media
Unfortunately, the available experimental data is limited for compact tube bundles or banks in crossflow.
Science
Second, kinetic data is limited for most pathways over most of the tree of life.
Science
While response data is limited for these patients, all 5 patients died, and it seems unlikely that inclusion of these patients would alter the conclusions of this study.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
This study has several limitations, including the following: data were limited for some countries and territories and information sources did not provide in-depth evaluation of the specific reasons taken for vaccine introduction.
Science
Information is power, and before mobiles came along, access to data was limited for millions of Africans.
News & Media
Mechanical forces and mechanotransduction are important factors influencing cell responses, although such data are limited for MSCs.
Science
Most available data only explore concussions in high school or collegiate athletes, whereas data are limited for children under the age of 13.
Science
One conclusion from the party's postmortem following the 2012 campaign was that the Republicans had plenty of data available, but that access to that data was limited for local campaigners who needed it most.
News & Media
In addition, the present study shows the applicability of the electrical resistivity method for the understanding of hydrogeological systems when the well data are limited for a precise characterization.
Science
Existing data are limited for the determination of the impact of PET in certain malignancies, and further studies, which should include outcome information, will allow clarification of the role of this modality for such indications.
Science
Expert writing Tips
Best practice
When using "data is limited for", clearly specify what the data is limited for to provide context and avoid ambiguity. For example, instead of saying "data is limited for analysis", specify "data on long-term effects is limited for this analysis".
Common error
Avoid using "data is limited for" without indicating specific constraints. Instead of saying "data is limited", specify "data is limited for specific age groups" to provide more clarity and avoid misleading interpretations.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data is limited for" functions as a qualifier, indicating a restriction or insufficiency in the availability of data. It commonly precedes an explanation of the specific area where data is lacking, such as a particular population or type of analysis. According to Ludwig AI, the phrase is correct and usable.
Frequent in
Science
75%
News & Media
25%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "data is limited for" serves to acknowledge a scarcity of information in a specific area. Ludwig AI confirms that it's grammatically correct and usable. This phrase is most commonly found in scientific and news contexts, used to frame research constraints or explain analytical limitations. Alternatives like "data is scarce for" or "data is insufficient for" can be employed to express similar meanings. When using this phrase, it is vital to specify exactly what the data is limited for to provide clarity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data are scarce for
Emphasizes the rarity or infrequency of data availability.
data is insufficient for
Highlights that the amount of data is not adequate.
data is lacking for
Focuses on the absence or unavailability of data.
data is restricted for
Indicates that access to the data is controlled or limited.
information is limited for
Uses the broader term "information" instead of "data".
evidence is limited for
Replaces "data" with "evidence", suggesting a lack of supporting facts.
the database is incomplete for
Specifies the data source, indicating its incompleteness.
the record is limited for
Suggests that available records of a subject are scarce.
the dataset is restricted for
Refers to the data set and its restrictive characteristic.
there's a paucity of data regarding
Expresses a severe deficiency or lack of data.
FAQs
What does "data is limited for" mean?
The phrase "data is limited for" means that the amount of information available about a particular topic or subject is not sufficient or comprehensive enough to draw solid conclusions or perform thorough analyses.
How can I use "data is limited for" in a sentence?
You can use "data is limited for" to explain the constraints of a study or analysis. For example, "While there are some studies on this topic, "data is limited for" long-term effects".
What are some alternatives to "data is limited for"?
Some alternatives to "data is limited for" include "data is scarce for", "data is insufficient for", or "data is lacking for".
Is it grammatically correct to say "data is limited for"?
Yes, it is grammatically correct to say "data is limited for". However, it's important to ensure the sentence structure is clear and specifies what the data is limited in relation to.
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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested