There are more than one bands with this name:
1. Analysis was an early 1980's Synthpop/Minimal Electronics project by british musician Martin Lloyd (from Oppenheimer Analysis) and David Rome (from Drinking Electricity and Play). They released the single "Surface Tension" on the legendary Survival Records electro label.
2. Analysis is an Estonian band, that plays hard rock and heavy metal. The repertory includes mostly their own music, but there is also an important place for covers from giants like Black Sabbath, ACDC, Nirvana and some more. Read more on Last.fm