Hose Stank

Why does the water from a garden hose always have that nasty, stagnant water, "hose stink". And, why is it that it never seems to quite comes off once it's gotten onto you. And what is that stink, any way? Is it just the smell of the rubber in the hose or is it something more basic. Either way:  "yech."