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
unbalanced proportion
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "unbalanced proportion" is correct and usable in written English.
It can be used when discussing situations where proportions are not equal or fair, often in contexts like statistics, economics, or social issues. Example: "The study revealed an unbalanced proportion of resources allocated to different departments, leading to inefficiencies."
✓ 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
4 human-written examples
Tree model analyses were not performed at the 80-mU insulin dose because of the relatively small sample size and unbalanced proportion of subjects with and without diabetes.
Science
Another limitation is that mutation archives often have an unbalanced proportion of disease-causing gene variants, and appropriate machine learning techniques must be used to compensate for uneven training and test data.
Science
For strains NC7.1 and NC7.2, it also confirmed their heterokaryotic nature (signals corresponding to both the presence and absence of the ireA allele were observed) and suggested an unbalanced proportion of both nuclei (Fig. 3b, lanes 1 and 2).
The reason for this "unbalanced" proportion is that the words are so low in frequency that it is unlikely that any of the participants will know them all (turning a considerable number of the word items into subjective nonwords).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
Fire, earth, metal, water, and wood were present in entirely unbalanced proportions.
News & Media
When the initial inoculum contains unbalanced proportions of r-RV to wt-RV, co-infection of the same cell by both viruses should be a rare event.
Science
The initial stages of a fungus comb originating from sexual spores collected from the environment were simulated under laboratory conditions by mixing the homokaryons both in equal and in unbalanced proportions (with one strain in the majority).
Science
Whether DNA fragments from these repeat regions are released in these unbalanced proportions or specific cell-free DNA clearing mechanisms maintain the under/over-representation is currently not well understood.
Science
The utilization of hospital services in this sample was unbalanced: the proportion of patients using inpatient services, shown in Table 3, was low in all periods, and almost two-thirds of patients had no inpatient stay.
Science
The genomic DNA for 760 randomly selected M2 individuals was screened for unbalanced SNP proportions, as indications of deletion or duplication events within the homeologous regions relative to one another.
Science
it begins as follows: Ali al-Ridha writes in his treatise that one's health is in accordance with the balance of phlegm, yellow bile, blood and black bile; an individual becomes sick when this proportion is unbalanced.
Wiki
Expert writing Tips
Best practice
When describing data, specify which categories contribute most to the "unbalanced proportion" and provide exact numbers to support the claim.
Common error
Avoid simply stating there is an "unbalanced proportion" without specifying what is disproportionate. Always clarify the specific elements or groups that are not proportionally represented.
Source & Trust
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "unbalanced proportion" typically functions as a descriptive term, often serving as an adjective modifying a noun. It indicates that a specific ratio or distribution is not equal or expected. This aligns with Ludwig's affirmation that the phrase is correct and usable.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "unbalanced proportion" is a grammatically sound and usable term that describes a disparity or inequality in a distribution or ratio. Ludwig indicates it is appropriate for use in written English. While the phrase is understandable across various registers, it is most commonly found in scientific and news-related contexts. To use it effectively, be specific about what elements are disproportionate and, if possible, provide supporting data. Alternatives like "disproportionate share" or "unequal distribution" can be used for variety or to emphasize specific aspects of the imbalance.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
disproportionate share
Emphasizes that one part receives too much relative to others.
unequal distribution
Focuses on the lack of equality in how something is spread.
skewed ratio
Highlights that the ratio between elements is distorted from a normal or expected state.
lopsided allocation
Suggests that the distribution is heavily weighted to one side.
uneven apportionment
Indicates an unfair distribution of something, such as resources or responsibilities.
asymmetrical distribution
Indicates the distribution is not symmetrical.
disparate allocation
Focuses on the marked difference in allocation amounts.
imbalanced allocation
Allocation not balanced.
unequal representation
Focuses on a lack of equality in how groups are represented.
disproportionate amount
Amount not proportionate.
FAQs
How can I use "unbalanced proportion" in a sentence?
You can use "unbalanced proportion" to describe scenarios where different components of a whole are not in equal or expected amounts. For example: "The study revealed an "unbalanced proportion" of male to female participants."
What are some alternatives to "unbalanced proportion"?
Alternatives to "unbalanced proportion" include "disproportionate share", "unequal distribution", and "skewed ratio", depending on the specific context.
What does "unbalanced proportion" mean in a statistical context?
In statistics, "unbalanced proportion" indicates that the sizes of different groups or categories within a dataset are significantly different, which can affect the validity of statistical analyses.
Is it better to correct for an "unbalanced proportion" in a dataset?
Whether to correct for an "unbalanced proportion" depends on the goals of your analysis. Techniques like weighting or stratified sampling can help mitigate biases introduced by "unequal distribution".
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
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested