With the development of the Crypto industry, the correlation between market trends and the macro economy is becoming increasingly significant, and macro analysis is becoming a necessary part of market analysis.

The liquidity factor is long-term effective in high-frequency markets and is one of the important tools for fund managers to obtain Alpha.

By analyzing the sector data on Falcon, we found that nearly 50% of the sectors had a return rate lower than Bitcoin in the past 90 days.

Data Preprocessing Section.

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The ultimate goal of mining and calculating "factors" is to accurately calculate the expected return on assets.