According to @ki_young_ju, Unbias.fyi has implemented a fundamental upgrade to its crypto sentiment labeling, shifting from overall bull/bear ratios to weighting only clear, explicit directional calls and using each analyst’s most recent position, which he confirms is accurate. source: x.com/ki_young_ju/status/2003596761156448384; x.com/unbias_fyi/status/2003592833513422893 Unbias states that when analysts publicly commit to a directional view, its measured accuracy is nearly 100%, and it will overlay clear calls on charts to catch any remaining mislabels. source: x.com/unbias_fyi/status/2003592833513422893 Rankings will be recalculated soon under the updated algorithm, indicating upcoming changes to displayed analyst performance within sentiment tracking. source: x.com/unbias_fyi/status/2003592833513422893; unbias.fyi/analysts

According to the source, retail social sentiment hit a 2025 low on October 10 following U.S.-China tariff headlines, and similar extremes have historically preceded BTC rebounds; this claim cannot be validated here without primary sentiment data and an official tariff announcement link. Source: X post 1978219447471964615.

According to @nic__carter, Hugging Face removed a repository containing a database of public Bluesky data, and he states Bluesky content is public by design with no rule against scraping it. Source: @nic__carter on X https://twitter.com/nic__carter/status/1967594193347563888 According to @nic__carter, the reported takedown could interrupt access for quant and crypto traders who rely on Bluesky-derived sentiment datasets hosted on Hugging Face, so users should verify mirrors and continuity to avoid signal gaps. Source: @nic__carter on X https://twitter.com/nic__carter/status/1967594193347563888