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
commensurate data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "commensurate data" is correct and usable in written English.
It can be used when discussing data that is proportional or equivalent in value or significance to another set of data. Example: "The research findings were based on commensurate data from various studies, ensuring a comprehensive analysis."
✓ Grammatically correct
Science
News & Media
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Mature models for integrating non-commensurate data types are needed.
Science
However, the modeling of non-commensurate data types comprised of nonlinear relationships and multivariate signals is extremely complex, and current computational algorithms and statistical procedures are limited in this capacity.
Science
Yet, the lack of mutations at the genes analysed in this series of melanoma families with NST is commensurate with data from other melanoma-NST families genotyped for mutations: in a family with melanoma and optic nerve glioma, no mutations were identified in the CDKN2A gene (Alao et al, 2002).
Science
We deemed your level of speaking more commensurate with our data needs".
News & Media
All eight analogues were quantified with the 25OHD levels being commensurate with DEQAS data.
Science
These principles are designed to preserve the fairness and public interest of access to these data, commensurate with the mission of the CSRC.
Science
Note that Equations (1) and (2) provide the description of the system in a manner most commensurate with expression data.
Science
We emphasize that in (1), we allow models to disagree with the input data commensurate with the expected noise level.
Science
The observed incidence (8.8%) (at least partially) insufficient EA is commensurate with published data (0% to 12% [ 15- 17, 19, 21].
Science
Our results with logistic regression (and, for that matter, with KM analysis) also demonstrate the essentiality of stratifying the available clinical data commensurate with the study objective in order for the prognostic gene profiles obtained to be of potential clinical value [ 10].
Science
Paired with a commensurate focus on upholding data privacy and ethical analytics, the present work may serve as a blueprint for effective mental health screening in an increasingly digitalized society.
Science
Expert writing Tips
Best practice
When using "commensurate data", ensure that the relationship you're describing is genuinely proportional or equivalent. Avoid using it loosely to simply mean 'related' or 'similar'.
Common error
A common mistake is using "commensurate data" when the data sets are merely related but not proportionally linked. Ensure a direct or measurable relationship exists before using this phrase.
Source & Trust
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "commensurate data" functions as an adjective-noun combination, where 'commensurate' modifies 'data'. Ludwig AI indicates that it's usable in English when discussing data that is proportional or equivalent in value or significance.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, "commensurate data" refers to data that is proportional or equivalent in value or significance. While Ludwig AI confirms its grammatical correctness, its usage is relatively uncommon, according to the examples found. It is best suited for formal, scientific, or professional contexts where precision in describing proportional relationships is important. Using related phrases like "proportional data" or "equivalent data" can provide alternatives depending on the specific nuance you wish to convey.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
proportional data
Emphasizes a direct, quantifiable relationship between data sets.
equivalent data
Focuses on the equality in value or effect between different data sets.
corresponding data
Highlights a parallel relationship where data points match up across different sets.
matching data
Implies that data aligns or agrees with another set of data.
comparable data
Indicates data that can be validly compared due to similar characteristics or scale.
consistent data
Stresses the uniformity and lack of contradiction within the data.
related data
Suggests a connection or association between different pieces of data.
aligned data
Implies that data sets are arranged or adjusted to match each other.
harmonized data
Focuses on bringing different data sets into agreement or consistency.
correlated data
Highlights a statistical relationship or pattern between data sets.
FAQs
How can I use "commensurate data" in a sentence?
Use "commensurate data" to describe information that is proportional or equivalent in some respect. For instance, "The increase in investment should lead to a commensurate increase in profits."
What is an alternative to using "commensurate data"?
Depending on the context, alternatives include "proportional data", "equivalent data", or "comparable data".
What does "commensurate" mean in the context of data analysis?
In data analysis, "commensurate" implies that data sets are in proportion or harmony, suggesting a balanced or corresponding relationship.
Is "commensurate data" a formal or informal term?
"Commensurate data" is generally considered a formal term, most appropriate for professional, academic, or technical contexts.
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
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested