Where is most of the gas and dust in the Milky Way located

and can you also explain the distribution of red and blue stars in the galaxy?

Most of the dust and gas is in the spiral arms. Most of the stars being formed are in the spiral arms so there will be more red stars in the spiral arms. There will be more noticeable blue stars in between the arms.