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The ANT Censuses of the IPv4 Internet Address Space show the results of pinging all addresses in the allocated IPv4 address space.
The Gallery of IPv4 Heatmaps shows similar maps for BGP, open DNS resolvers, RIR Whois, etc.
See Randall Munroe's hand-drawn map of IPv4 Internet address blocks from xkcd #195 that sparked the above research.
Use the map-o-net to find your own location in the structure of IPv4 address space.