As well as being on Stephen Wade's collection, the song is on the re-release (Rounder 1513) of the original Library of Congress Recording of "Afro-American Blues and Game Songs"
Here's a complete track listing:
I Don't Mind the Weather (Jim Henry) ~ Diamond Joe (Charlie Butler) ~ Joe the Grinder (Irwin Lowry) ~ Another Man Done Gone (Vera Hall) ~ Boll Weevil Blues (Vera Hall) ~ Two White Horses (Smith Casey) ~ Country Rag (Smith Casey) ~ Shorty George (Smith Casey) ~ Blues (Up and Down Buildin' the KC Line) ("Little Brother") ~ Country Blues (McKinley Morganfield) ~ I Be's Troubled (McKinley Morganfield) ~ Lost John (Sanders Terry) ~ Fox Chase (Sanders Terry) ~ All Hid? (Hettie Godfrey) ~ Little Girl, Little Girl (Ora Dell Graham) ~ Pullin' the Skiff (Ora Dell Graham) ~ Old Uncle Rabbit (Katherine & Christine Shipp) ~ Sea Lion Woman (Katherine & Christine Shipp) ~ Ain't Gonna Ring No More (Group at Kirby Industrial School) ~ Shorten' Bread (Ora Dell Graham) ~ Poor Little Johnny (Harriet McClintlock) ~ Go to Sleep (Harriet McClintlock) ~ Rosey (Mr. & Mrs. Joe McDonald) ~ Gon' Knock John Booker to the Low Ground (Molly McDonald) ~ Run, Nigger, Run (Moses Platt)