The internet is filled with photos from all over the world. Professionals as well as amateurs share their photos everyday and contribute to the ever-growing global collection of publicly available media. About 50 million photos are being uploaded to Instagram daily. With this in mind I asked myself the question: "Is it possible to create a map of the world with only publicly available photos?".