badness vs roguishness

badness and roguishness both are nouns.

Word	Noun	Adjective	Verb	Adverb
badness	Yes	No	No	No
roguishness	Yes	No	No	No

As nouns, roguishness is a hyponym of badness; that is, roguishness is a word with a more specific, narrower meaning than badness:

Other hyponyms of badness include prankishness, rascality.

badness (noun)	roguishness (noun)
that which is below standard or expectations as of ethics or decency	reckless or malicious behavior that causes discomfort or annoyance in others
used of the degree of something undesirable e.g. pain or weather	the trait of indulging in disreputable pranks
an attribute of mischievous children