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Women generally score higher in neuroticism and extroversion which would make them more susceptible to loneliness (if we conceptualize loneliness as "negative emotion caused by absence of interpersonal relationships")
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I would guess that it's men, since they're socialized to express their emotions less. Friendships between males don't seem as valued as female relationships.