1920, Drake's population was recorded as 18.

In 1919, the towns of Puntenney and Cedar Glade were placed under quarantine due to a Smallpox outbreak. No resident was allowed to leave either community, although passengers on the Santa Fe Railroad were still allowed to change cars at Cedar Glade. 1922 saw a running gunfight through the streets during the era of prohibition.