Problem description If you plot a Series with a DateTimeIndex of 'daily granularity', and subsequently add other things (e.g. axvline, scatter...) to that plot with a lower level of granularity (e.g.

Pandas datetime uses datetime64 [ns]--I'll bet that when the OP ran into the problem, datetime had been imported from Pandas, overriding an import from the datetime standard library.