Harmonic maps to singular spaces have close connections with superrigidity problems, geometric group actions and Teichm\"uller theory. In my talk, I will develop regularity theory and use it to prove that the structure of singular set of harmonic maps from 3-dimensional real analytic manifolds to simplicial trees is locally a union of finitely many points and finitely many H\"older continuous curves with finite intersections.