Social sentiment tone shows no detectable lead over short-horizon price direction
Description
Instrumetriq Research Note. Using 364,474 coin-sessions from the Instrumetriq Tier 3 archive (204 days, 2025-12-15 to 2026-07-06, 278 crypto assets), we test whether the tone of social sentiment (bullish vs bearish) leads short-horizon crypto price direction. Across every no-look-ahead horizon up to ~2–8 hours, the Spearman rank correlation between tone and the signed forward return stays within |IC|=0.007 in pooled point estimate, with no full-archive interval reaching |IC|=0.015 — a bounded null with no usable directional lead, subject to a stated negative-tone measurement caveat. Companion to the attention-volatility note.
Reproduction code and free weekly samples are mirrored across GitHub, Hugging Face, Kaggle, and Zenodo. Full archive and current-month updates: instrumetriq.com.
Files
sentiment_direction_null.md
Additional details
Dates
- Collected
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2025-12-15/2026-07-06Data collection period of the analyzed archive