UPDATE: Looks like the video has been removed.
I'm afraid I don't have any information on this scrapbook or the owner. I've talked to a few collectors, and it appears this might be a scrapbook that once belonged to Larry Weeks and was sold in 2011. I expect this won't be the last we see of this.
Thanks to Richard Bachman.
UPDATE 2: The scrapbook sold for $43,000 at Potter & Potters 2016 auction of "Houdiniana." The scrapbook did belong to Larry Weeks. You can read more about it HERE.