I never heard of this band, and I'm not a huge fan of this music (catchy though it is), but the video is absolutely enthralling.
"Have You Seen My Sister Evelyn?" by Evelyn Evelyn.
I just did some Wiki research on this duo. Really interesting and weird. The gal is married to Neil Gaiman.
(h/t to The Best Roof Talk Ever)