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Researchers at the University of California, San Diego analyzed Instagram data from 415 college students to find digital signatures for loneliness. Their machine-learning models achieved an area under the curve score of 0.77 for the UCLA Loneliness Scale, indicating moderate ability to distinguish participants with higher and lower loneliness scores.
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