Digital asset market analysis requires more than price—liquidity, leverage, derivatives, exchange reserves, and macro factors reveal deeper risk, positioning, and sentiment insights essential for informed trading strategies.

The framework assesses digital asset market fragility beyond price by analyzing liquidity, leverage, stablecoin flows, on-chain risks, and sentiment to enhance risk management and detect vulnerabilities early.