Dwarf galaxy integral survey is a program to obtain 3-D spectra of a volume/flux-limited sample of local dwarfs within 11 Mpc, along with a complementary sample of some exceptional dwarfs such as ultra diffuse galaxies. In this talk, I would like to give some early results from this survey including dark matter distribution, intermediate-massive black holes and interstellar media in dwarfs.