I've had a pain in my mid upper back close to my spine for 3 weeks. It worsens w deep breaths & certain movements, could this be muscle pain or lung?

It could be either. Emily211, its time to see your doctor. Pain in the chest x 3 weeks and "pleurisy" could be viral, but without listening to your lungs, its all guess work. Go see your doc.