OSF
open access
Sentiment change points, not peaks, mark when public opinion has yet to settle
Timing interventions during public controversies requires more than identifying when sentiment is strongest: a peak does not tell us whether public opinion can still change. We analyzed about 1.34M Weibo posts about a controversial news event (Company T vs. Company L), separating sentiment strength
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
OSF
Related documents
- Sentiment change points, not peaks, mark when public opinion has yet to settle#990007
- Count Evidence, Not Sentences: Tempered Evidence Fusion of LLM Judgments for Long-Text Value Measurement#1063376
- Attention and counter-framing in the Black Lives Matter movement on Twitter#80301
- Impact of Social Media on Freedom of Speech (Article 19)#286877
- Social bots weaken activist cohesion#819661
Record · ID 989298 · SHA-256 181194287ca0a0b3
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive