When people find specific impulse, the only fuel counted is in the rocket before it gets fired. This includes the fuel and the oxidizer (the part of the fuel that helps the fuel burn). The oxidizer is sometimes oxygen, or often something else (see Rocket engine#Liquids, solids and hybrids).
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