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Assessing Crypto Market Structure: Liquidity, Leverage, and Sentiment
This document analyzes crypto market structure by examining liquidity, leverage, and sentiment through on-chain metrics, stablecoin flows, market depth, open interest, perpetual futures, liquidations, and sentiment indicators to enhance risk assessment and decision-making.
May 34 min read


Assessing Digital Asset Market Structure via Liquidity, Leverage, and Sentiment
The article presents a framework analyzing crypto market structure via liquidity (on/off-chain, order book depth, stablecoin flows), leverage (open interest, funding rates, liquidations), and sentiment (social media, reflexivity). It emphasizes measurable indicators to assess risks and market regimes, aiding informed decision-making amid crypto volatility.
Apr 264 min read


Building a 2026 Digital Asset Risk Framework: Integrating Macro Liquidity, Volatility, and On‑Chain Leverage
The 2026 digital asset risk framework integrates macro liquidity, real rates, on-chain leverage, volatility regimes, and market microstructure factors to enhance risk management and position sizing in crypto portfolios.
Mar 164 min read
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