Is it normal to want to be alone all the time?

My parents tell me I isolate myself but just just want to be alone. Like I always feel lonely so I might as well be alone. Everyone tells me to go outside but I do but by myself. They say that I need more social interaction but everytime I try I'm ignored and I always get lost in my thoughts so I stay by myself instead.