Before revision:  In this work, we study critical transitions in cryptocurrency residualsthrough the phenomenon of critical slowing down  .
After revision:  In this work, we study the abrupt transition in crypto-currency residuals, which is associated with the critical transition (the phenomenon of critical slowing down .