People's Daily on Bilibili: Title and Semantic Drift
A 2,465-video, 13-field study of title semantics, tags, and engagement that reports weak model fit instead of hiding it.
The final 2021.06-2023.12 dataset contains 2,465 videos and 13 fields; mean semantic similarity was about 0.408 and random-forest test R² was 0.028.