highly significantp < 0.001
However, after including log(followers), the coefficients of all three sentiment measures underwent a fundamental transformation, consistently becoming highly significant negative values (RoBERTa: beta = −0.430, p < 0.001; SnowNLP: beta = −0.388, p < 0.001; PCA: beta = −0.403, p < 0.001).