Where do I find Oil?
Oil can be found under the surface, in caverns of Desert planets.
References:
- The wiki: http://starbound.gamepedia.com/Oil
- This picture:
The dark water seen in this picture is not water found in the underground tar biome (stable builds). They inflict a debuff when walked into and can be mined with a liquid-upgraded Matter Manipulator.