How do they know what color a dinosaurs skin is?

No one really knows what color the dinosaurs were. But due to modern analogs (Alligators and birds) we can assume that dinosaurs were green like other reptiles. But unfortunately, we will never know because it is very hard for soft-part of the body to become fossilized.