1. There is a nucleus in the atom and it is positively charged (because sometimes the alpha particle would shoot back, instead of going through. It would hit the nucleus = the nucleus has a very big impact).
2. The atom is mostly empty space (most of the alpha particles went straight through the gold foil without any problem).