Don't ride against traffic. Lights on day or night.
I would choose a less used road w/ no shoulder
over a busy road with a shoulder; but it depends
on other factors. Speed limit, road width, etc.

Here's my NJ commute; North Bergen/ Hudson county:

https://www.youtube.com/watch?v=W7jf...6zPoymgKaIoDLA