I wonder if anyone has looked into the relationship between time-of-day and battery level? Could it be the case that phone batteries are typically lower across the board at certain times of day? If most people aren't charging their phone during business hours, perhaps it's likely that batteries are typically lower around rush (surge) hour. A correlation doesn't imply causality sort of thing.