Does Acceptance Rate Matter

I'm still new to dashing and have under 100 deliveries. Should I focus on increasing my delivery rate to 50% or 70% to get those so-called good deals, or should I keep cherry-picking? I primarily drive from 8 p.m. on. Thank you.