I Know Where Your Cat Lives iknowwhereyourcatlives.com is a data experiment that locates a sample of 7 million public images of cats on a world map using the geocoordinates users unknowingly embedded in their metadata. The cats were accessed via publicly available APIs provided by popular photo sharing websites. The photos were then run through various clustering algorithms using a supercomputer in order to represent the enormity of the data source.