fury vs choler

fury and choler both are nouns.

Word	Noun	Adjective	Verb	Adverb
fury	Yes	No	No	No
choler	Yes	No	No	No

As nouns, choler is a hypernym of fury; that is, choler is a word with a broader meaning than fury:

fury: a feeling of intense anger
choler: a strong emotion; a feeling that is oriented toward some real or supposed grievance

Other hypernyms of fury include anger, ire.

fury (noun)	choler (noun)
the property of being wild or turbulent	a humor that was once believed to be secreted by the liver and to cause irritability and anger
a feeling of intense anger	a strong emotion; a feeling that is oriented toward some real or supposed grievance
state of violent mental agitation	an irritable petulant feeling