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The successive validation on the sample data is also presented in the study by Maharjan et al [37]. The entire workflow for data collection, preprocessing, and SU identification is depicted in step 1 of Figure 1. This comprehensive phase concluded with 2.8 million, 3.5 million, and 2.5 million SU posts identified for the years 2019, 2020, and 2021, respectively, which we used in this study.
Data mining constitutes a critical initial phase for conducting this research.
JMIR Infodemiology 2025;5:e67333
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Psychometric Evaluation of Large Language Model Embeddings for Personality Trait Prediction
J Med Internet Res 2025;27:e75347
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