Japanese as language
The answer is 日本語（にほんご・nihongo）.
Nihon is the country name, equivalent to Japan in English.
ご (go) after a country name means the language.
Japanese as people
The answer is 日本人（にほんじん・nihonjin）.
じん(jin) after a country name means the nationality of the people.
