5. Rihanna feat. Calvin Harris - 'We Found Love' This image appears in the gallery:This Week's Top Ten 6. 5. Rihanna feat. Calvin Harris - 'We Found Love' Last week: No. 4 10 images See the full gallery: This Week's Top Ten