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Discover Ludwig"by gender" is correct and usable in written English.
You can use it to describe the arrangement of something according to the category of gender; for example, "The respondents were divided by gender, with 37% being female and 63% being male."
Exact(60)
It's also split by gender.
[Page C15.] Quiz Mind Benders by Gender?
The decision was complicated by gender.
You shouldn't judge anybody by gender.
It wasn't entirely a division by gender.
Let's not be distracted by gender here.
The controversy was sparked by "gender workshops".
Findings were compared by gender.
There are no significant differences by gender.
Survival function of unemployment spells, by gender.
Some differences by gender arise as well.
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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