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Assessing Digital Asset Market Structure: Liquidity, Leverage, and Sentiment
This document outlines a framework to assess digital asset markets by analyzing liquidity, leverage, and sentiment, emphasizing their impact on risk, volatility, and trading strategies.
May 103 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


Liquidity Expansion vs Genuine Market Strength: A Practical Framework for Digital Assets
This framework distinguishes liquidity-driven rallies from genuine market strength in digital assets by analyzing open interest, funding rates, on-chain metrics, stablecoin flows, and order book depth to enhance risk management and strategic decisions.
Apr 54 min read


Liquidity Regimes in Digital Assets: Mapping Cycles, Reflexivity, and Risk Controls
This analysis decodes digital asset liquidity regimes, linking macro, stablecoin, on-chain, and derivatives metrics to market cycles, volatility, and reflexivity, offering strategic risk management tools and lessons.
Mar 25 min read
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