In 2010, there are well-known collaborative Web sites for encyclopedic knowledge, photographic images, personal videos, and much else. Less well-known is a rich ecosystem of published datasets, including:

[Explain, illustrate, other ideas.]
Cameron Laird's personal page on data sources/claird@phaseit.net