The quarantine is the period in which you will paper trade your bot (algorithm) to ensure that it performs properly. It's a testing stage in which BOTS will find out how your algorithm would work in real-time and in the future. It ensures that your algorithm performs as you anticipated and that what happens in the paper trading environment is consistent with your backtesting results. The quarantine time is determined by your bot. BOTS can get all of the required data more quickly if your bot is intended to make many trades each week. If your bot only trades once or twice a month, BOTS will need additional time to gather the data. BOTS might also have to extend your quarantine if your bot encounters difficulties, errors, or bugs.