另类数据 · 观点监测 Alternative data · opinion monitoring
把大众注意力和高曝光观点当成需要反向核验的线索，而不是机械交易指令。
Treat mass attention and highly visible opinions as clues to challenge, not mechanical trading instructions.
本栏目明确区分抓取时间、内容观测时间和模型判断。数据源冻结或语义不明确时， 页面显示异常，不发布信号。
This section separates fetch time, content time, and model judgment. A frozen source or ambiguous language produces a health warning, not a signal.
群体注意力 Crowd attention
源冻结 Source frozen观察生活方式平台的资产话题是否进入大众热榜。当前第三方源标题长期未变化， 页面已停止把它标记为实时信号。
Watches whether asset topics enter a mass-market lifestyle hot list. The third-party feed is currently frozen and is not labeled live.
查看数据健康与历史 View health and history公开观点 Public opinion
10 分钟检查 10-minute checks同时监测 Jim Cramer 的 X 原帖与近期新闻归因片段，并按“提及、积极表述、 明确看好”分级；代码先筛选，模型只负责最后的语义判断。
Monitors both Jim Cramer's X posts and recent attributed news excerpts, grading them as mention, positive expression, or clearly bullish. Code filters candidates before the model performs the final semantic review.
打开观点监测 Open the opinion monitor