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![YashKarakoti8 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1768283970620518401.png) Yash Karakoti [@YashKarakoti8](/creator/twitter/YashKarakoti8) on x XXX followers
Created: 2025-07-19 08:24:24 UTC

What the Data Says

Academic and market studies reveal:

→ Twitter sentiment (especially negative tone) has measurable predictive power on BTC, ETH, XRP and others
→ High engagement doesn’t equal sustainable growth often it precedes underperformance
→ Combining price data with social signals improves short term forecasting but only when filtering out bot noise.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946486264821412241/c:line.svg)

**Related Topics**
[btc eth](/topic/btc-eth)
[signals](/topic/signals)
[Sentiment](/topic/sentiment)
[twitter](/topic/twitter)
[bitcoin](/topic/bitcoin)
[coins layer 1](/topic/coins-layer-1)
[coins bitcoin ecosystem](/topic/coins-bitcoin-ecosystem)
[coins pow](/topic/coins-pow)

[Post Link](https://x.com/YashKarakoti8/status/1946486264821412241)