A tip of the iceberg in innovation can also be seen in the numerous ???apps??? that have been created by individuals and businesses using publicly available information and data, products such as Twitter mash-ups, weather apps, transportation apps, and apps that utilize Flickr or Wikipedia content that are then often funded by advertisements or individual purchases.