Sick of feeling unsafe

Hey, I'm a teenager, and I've lived in DC very literally my whole life. It wasn't until the past few years that I've felt truly unsafe around my home (live in lower SE). I've really been struggling with this, especially the constant catcalls. I was wondering if anyone else was struggling with this, or if anyone has any tips for feeling safer in my neighborhood?