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The phrase "a pretty small proportion" is correct and usable in written English.
It can be used when discussing a minor or limited percentage of a whole in various contexts, such as statistics or surveys.
Example: "In our survey, we found that a pretty small proportion of respondents preferred option A over option B."
Alternatives: "a relatively small percentage" or "a rather minor share".
Exact(1)
That turns out to be a pretty small proportion, but among them are obsessives who spend a lot of money to try to become top pirates.
Similar(59)
"It's a pretty small deal".
score by 5 points, a pretty small error.
"And it's a pretty small table already".
I went to a pretty small school.
"Cleveland Heights is a pretty small town.
"It's a pretty small victory.
That is a pretty small percentage".
It is a pretty small mercy, though.
That's already a pretty small crowd.
We're a pretty small family".
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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