A Census of the Internet Address Space
My company owns the small block in the first row, sixth from the left.Starting in 2003, researchers at ISI have been collecting data about the Internet address space. As part of this work we have been probing all addresses in the allocated Internet address space. This web page summarizes this research, the datasets, and related papers.
Though xkcd beat them to it.