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The phrase "based on the proportion" is correct and usable in written English.
It can be used to indicate that something is determined or influenced by a certain proportion of something else. For example: 1. The company's annual bonuses are based on the proportion of profits earned by each department. 2. The recipe is designed to be made in batches, with ingredient measurements based on the proportion of servings desired. 3. The allocation of funds for the project will be determined based on the proportion of contributions made by each team member. 4. The test results will be graded on a curve, with scores based on the proportion of students who achieved each level. 5. The artist's commission for the painting is based on the proportion of the canvas that will be covered in the final piece.
Exact(60)
It settled for investing in the winners' parent, based on the proportion of company employees in the winning unit.
Two-tailed, uncorrected P-values were calculated for each voxel based on the proportion of weights above or below zero.
In contrast, almost all Democratic primaries allocate delegates based on the proportion of the vote each candidate receives.
Here's what happens over the subsequent five years, based on the proportion of the original funds.
Trials were classified into tertiles based on the proportion of low-enrollment sites.
The thin last was based on the proportion of an adult last.
There is a so-called absolute measure based on the proportion of children falling below a 60% median income threshold, fixed at a point in time.
The grades were assigned according to a system of percentages based on the proportion of women and minorities in the overall population.
The other 100 will be allotted by party based on the proportion of votes in a separate ballot in which voters choose parties rather than candidates.
The report's headline prices balance stood at 40, based on the proportion of respondents reporting a rise in prices minus those reporting a fall.
QS goes so far as to weigh universities based on the proportion of international students and staff.
More suggestions(16)
based on the proportionate
used on the proportion
based on the diagrams
based on the drawings
based on the depiction
based on the representativeness
based on the relation
based on the rate
based on the symmetry
based on the penetration
based on the ratio
based on the dimension
based on the element
based on the majority
based on the correlation
based on the weighting
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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