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- Yahoo news and the Reddit and StockTwits feeds serve only recent items, so a historical window trimmed to nothing was reported as "no news" or "no posts", and the sentiment analyst scored that silence as a neutral signal - judge each empty window in one shared rule: it is a real absence only when the feed's coverage reaches the window's first day and the window ends by today; otherwise report it unavailable with where coverage starts - coverage comes from the returned timestamps, which are newest-first on these feeds, plus Reddit's one-week search lookback; merged global-news searches prove no continuity and are bounded by the present alone - state in the sentiment analyst that historical sentiment inputs are not guaranteed to be point-in-time
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8.6 KiB