This framework analyzes digital asset markets beyond price, focusing on liquidity, leverage, derivatives, on-chain metrics, and capital flows to enhance risk assessment and reveal deeper market dynamics.

The framework emphasizes analyzing crypto market structure beyond price by assessing liquidity, leverage, perpetual futures, exchange microstructure, on-chain metrics, and social sentiment to enhance risk management and decision-making.

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.