Social attention spikes precede larger intraday price moves in either direction

Instrumetriq Research Note. Using 362,813 coin-sessions from the Instrumetriq Tier 3 archive (204 days, 2025-12-15 to 2026-07-06, 278 crypto assets), we measure whether a surge in social attention on a coin precedes a larger intraday price move. When a coin's count of distinct posting authors rises to at least 6x its own recent baseline, the rate of a large intraday move (a price excursion of at least +/-4% in either direction) is roughly three to four times the normal-attention rate, and holds within every methodology regime and out-of-sample. The larger moves are symmetric in sign (up and down in similar proportion), so the association is with volatility and carries no directional information. Companion to the sentiment-direction null note. Reproduction code and free weekly samples are mirrored across GitHub, Hugging Face, Kaggle, and Zenodo. Full archive and current-month updates: instrumetriq.com.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-22
DOI
https://doi.org/10.5281/zenodo.21483829
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
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article

Social attention spikes precede larger intraday price moves in either direction

Instrumetriq
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
article

Social attention spikes precede larger intraday price moves in either direction

Instrumetriq
article en

Abstract

Instrumetriq Research Note. Using 362,813 coin-sessions from the Instrumetriq Tier 3 archive (204 days, 2025-12-15 to 2026-07-06, 278 crypto assets), we measure whether a surge in social attention on a coin precedes a larger intraday price move. When a coin's count of distinct posting authors rises to at least 6x its own recent baseline, the rate of a large intraday move (a price excursion of at least +/-4% in either direction) is roughly three to four times the normal-attention rate, and holds within every methodology regime and out-of-sample. The larger moves are symmetric in sign (up and down in similar proportion), so the association is with volatility and carries no directional information. Companion to the sentiment-direction null note. Reproduction code and free weekly samples are mirrored across GitHub, Hugging Face, Kaggle, and Zenodo. Full archive and current-month updates: instrumetriq.com.

Zenodo (CERN European Organization for Nuclear Research)
Carmeq (Germany) (DE)
Openalex Percentile: Top 4%
Complex Systems and Time Series Analysis
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Social attention spikes precede larger intraday price moves in either direction — Instrumetriq · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS