1.Past Simple Tense: The use of the past simple tense ("didn't take", "drove", "lived", "walked", "biked") is appropriate for describing past habits and situations.
2.Causal conjunction: "since public transportation wasn't as developed in my area back then" uses "since" to introduce a reason, explaining why the speaker often walked or biked.