The atoms in hydrogen gas and in water are joined together by covalent bonds. both of these substance are thus composed of?

Molecules composed of covalently bonded atoms. In the case of hydrogen gas, two hydrogen atoms are covalently bonded to form a diatomic molecule (H2), while in water, two hydrogen atoms and one oxygen atom are covalently bonded to form a molecule (H2O).