Because the neutrino only interacts with the weak nuclear force the cross section is extremely low. It would take a light year of lead to block half the neutrinos flowing through it.
It comes in three varieties, the electron neutrino νe, the muon neutrino νμ, and the tau neutrino ντ.
See also solar neutrino problem, particle physics.