No, it assumes there are clearly defined subgroups in your population like men and women, members of the same family, ...
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They are alike because both are just alike..
How is is fifteen and flatter alike
The only way they are both alike as if they a equilateral.
The answer depends on what they are meant to be alike and different from!
A compound word for alike could be copycat.