Big Joe Williams recorded Baby Please Don't Go in 1935. I don't know when the video is from:
Williams died in 1982 at 79 years old. He was inducted into the Blues Hall of Fame 10 years later. This song is on the list of 500 Songs that shaped Rock and Roll from the Rock and Roll Hall of Fame and Museum. I'm more familiar with later versions.