Watch the Stranger: Rhythm online guitar lesson by Gary Hoey from Blues Rock Reactor
Let's break it down. This song is a C# minor blues, still tuned down a half-step. The feel of the song is a little funky, almost Latin, with a little bit of syncopation with the drum pattern. Our I chord is C#min7, IV chord is F#min7, then back to C#min7, and then to the V chord which is Abmin7 (of G#min7).