Reddit: reports and research

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4.42%

Average market-adjusted return. Oxford Journal of Student Scholarship p.1

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4.07%

Average raw short return. Oxford Journal of Student Scholarship p.1

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75.00%

Accuracy With BII. Journal of Applied Data Sciences p.7

Bitcoin Trend Prediction Using Bitcoin Influence Index Weighted Sentiment and Hybrid Ensemble Learning

Research paperJournal of Applied Data SciencesOctober 202612 pages

This study proposes the Bitcoin Influence Index (BII) to weight social media sentiment using four influence dimensions: Reach, Credibility, Activity, and Content Influence.

Market Efficiency and Predictable Supply Shocks: Short-Selling Returns Around IPO Lockups

Research paperOxford Journal of Student ScholarshipOctober 202621 pages

A systematic backtest on 26 usable post-listing restricted-share events from 2020 through 2025 evaluated short-selling returns around lockup expirations.