<P> This list includes music artists with claims of 75 million or more record sales . The artists in the following tables are listed with both their claimed sales figure along with their total of certified units and are ranked in descending order, with the artist with the highest amount of claimed sales at the top . If two or more artists have the same claimed sales, they are then ranked by certified units . The claimed sales figure and the total of certified units (for each country) within the provided sources include sales of albums, singles, compilation - albums, music videos as well as downloads of singles and full - length albums . Sales figures, such as those from Soundscan, which are sometimes published by Billboard magazine, have not been included in the certified units column . As of 2017, based on both sales claims and certified units, The Beatles are considered the highest - selling band . Elvis Presley is considered the highest - selling individual artist based on sales claims and Rihanna is the highest - selling individual artist based on certified units . </P> <P> All artists included on this list, which have begun charting on official albums or singles charts have their available claimed figures supported by at least 20% in certified units . That is why Cliff Richard, Diana Ross, Scorpions, Charles Aznavour, Bing Crosby, Gloria Estefan, Deep Purple, Iron Maiden, Tom Jones, The Jackson 5, Dionne Warwick, the Spice Girls, Luciano Pavarotti, Dolly Parton, Ozzy Osbourne, Andrea Bocelli and others have not been included on this list . The more recent the artist, the higher the required percentage of certified units, so artists such as Rihanna, Taylor Swift, Flo Rida, Katy Perry, Justin Bieber, Adele, Lady Gaga, Bruno Mars and Nicki Minaj are expected to have their claimed figures supported by over 75% in certified units . The certified units are sourced from available online databases of local music industry associations . All certified units are converted from Gold / Platinum / Diamond certification awards based on criteria provided by certifying bodies . The certified sales percentage varies according to the first year that an artist appeared in the charts . </P>

Who is the world's biggest selling female artist