This song should be more well know.  Awesome.  Couldn't find a tab online, so I 
came up with this.  Enjoy.

Intro
E C#m A B
E C#m A B


                E               C#m
Don?t know why ((Dont know why))
         A                   B
Ain?t no sun up in the sky
        E               C#m
stormy weather ((stormy weather whyoo))
A               B                       E       C#m
my gal and me, just sing together ((Sing together whyoo))
A               B               
it?s just arainin all the time  

E?
all the time all the time all time all the time...
B

life is bad
and the misery everywhere
stormy weather
my gal and me, just sing together
it?s just arainin all the time

Edim? not sure
al the time all the time all time all the time...
B
well ya

A
since you been away
        E                               Esus? pinky on B string at D (3rd fret)
that rockin chairs gonna get ya
A
please come and stay
E                               Esus
the lord above will let me
A
please come and stay
E                       C#m
the lord above will let me

A                               B
walk - in - the - sun once whoaohohohoh
                E       C#m
ahhh, cant go on
A                       B
everything I have is gone
E                       C#m
stormy weather bebe, yeah
A                               B     E         
my gal and me, just sing together bebe, alright
it?s just arainin all the time

alright yeah
It?s just arainin all the time
Ohhh Yeah
ahhhwowa
its just arainin all the time