| chosen artists = [ | |
| 'Backstreet Boys', 'Spice Girls', 'Soulja Boy', 'ZAYN', | |
| 'Travis Scott', 'Sam Smith', 'DJ Khaled', 'Pharrell Williams', | |
| 'Stone Temple Pilots', 'Clean Bandit', 'Taylor Swift' | |
| '2Pac', 'Colbie Caillat', 'Flo Rida', | |
| 'Gucci Mane', 'Young Money', 'Migos', 'Yo Gotti', 'G-Eazy', | |
| 'Foo Fighters', 'Kehlani', 'Princess Nokia', 'French Montana', | |
| 'OneRepublic', 'Elvis', 'Lola Marsh - לולה מארש', | |
| 'Lizzo', 'alt-J', 'Hozier', 'The Vaccines', | |
| 'Queen', 'Elton John', 'The Beatles', 'Simon & Garfunkel', | |
| 'The Lumineers', 'Andy Grammer', 'Gotye', 'Jack Johnson', | |
| 'Amy Winehouse', 'Bob Marley & The Wailers', | |
| 'AC/DC', 'Noga Erez', 'Noah Kahan', 'Noah Cyrus', | |
| 'John Legend', 'Pessenger', 'Red Hot Chili Peppers', | |
| 'Nirvana', 'Tame Impala', 'Post Malone', | |
| 'Tones And I', 'Vance Joy', 'Ed Sheeran', 'MIKA', | |
| 'The Chainsmokers', 'America', 'ABBA', 'Leon Bridges', | |
| 'The Kooks', 'Arctic Monkeys', 'Eric Clapton', 'theAngelcy', | |
| 'U2', 'slenderbodies', 'Asaf Avidan', 'Augustine', | |
| 'Regina Spektor', 'Stevie Wonder', 'Coldplay', | |
| 'Selena Gomez', 'George Ezra', 'Led Zeppelin', 'Pink Floyd', | |
| 'The Rolling Stones', 'Eagles', 'Aretha Franklin', | |
| 'David Bowie', 'Bee Gees', 'Bob Dylan and The Band', | |
| 'Michael Jackson', 'Prince', 'Madonna', 'Guns N’ Roses', | |
| 'Metallica', 'Tracy Chapman', 'Jason Derulo','System of a Down', | |
| 'Nicki Minaj', | |
| 'Britney Spears', 'Lady Gaga', 'Shakira', 'Ludacris','Akon', | |
| 'Dua Lipa', 'The Weeknd','Miley Cyrus', 'Logic', | |
| 'Rachel Platten', 'Sia', 'Muse', 'Maroon 5', 'Christina Perri', | |
| 'Lorde', 'Jennifer Lopez', 'Cardi B', | |
| 'Major Lazer', 'Imagine Dragons', 'Birdy', | |
| 'John Newman', 'Bruno Mars', | |
| 'P!nk', 'Lana Del Rey', 'Gorillaz', 'Mumford & Sons', | |
| 'Billie Eilish', 'Ariana Grande', 'Megan Thee Stallion', | |
| 'Doja Cat', 'Halsey', 'Rick Astley', 'Shawn Mendes', | |
| 'Justin Bieber', '24kGoldn', 'Katy Perry', 'Iggy Azalea', | |
| 'Matchbox Twenty', 'Uncle Kracker', | |
| 'Rage Against the Machine', 'The Proclaimers', | |
| 'Future', 'AWOLNATION', 'Weezer', 'MGMT', | |
| 'twenty one pilots', 'The Prodigy', 'Missy Elliott', 'Eve', | |
| 'The Presidents of the United States of America', 'Meek Mill', | |
| 'Drake', 'Macklemore', '21 Savage', | |
| 'T-Pain', 'Ellie Goulding', 'Tenacious D', 'Sublime'] | |
| list of the chosen artists that our dataset was based on. | |
| 100 max = # songs from each artist | |
| We believe those artists represent modern and classic songs with wide spectrum of genres, depth and topics. |