Song Rater A Rater A Rater B Rater B Rater C Rater C Rater D Rater D Rater E Rater E mean meanarousal valence arousal valence arousal valence arousal valence arousal valence arousal valence

4 Non Blondes - What's Up -1 -1 -1 1 -1 1 1 1 1 1 -0.2 0.6Ace Of Base - All That She Wants 1 1 1 1 -1 1 -1 1 -1 1 -0.2 1Aerosmith - Cryin' 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Aerosmith - I Don't Want To Miss A Thing -1 -1 -1 1 -1 1 1 -1 -1 -1 -0.6 -0.2A-HA - Take on me 1 1 1 1 1 1 1 1 1 1 1 1A-HA - The Sun Always Shines On T.V. 1 -1 1 1 1 1 -1 1 -1 1 0.2 0.6Alanis Morrisette - Ironic 1 -1 -1 -1 -1 1 1 -1 1 -1 0.2 -0.6Alannah Myles - Black Velvet -1 -1 -1 1 -1 1 1 -1 -1 -1 -0.6 -0.2All 4 One - I Swear -1 1 -1 1 -1 1 -1 -1 1 1 -0.6 0.6Alphaville - Big In Japan 1 1 -1 1 1 1 -1 1 -1 1 -0.2 1B-52's - Love Shack 1 1 1 1 1 1 1 1 1 1 1 1Backstreet Boys - Everybody 1 1 1 1 1 1 1 1 -1 1 0.6 1Backstreet Boys - We've Got It Goin' On 1 1 1 1 1 1 1 1 -1 1 0.6 1Bangles - Eternal Flame -1 1 -1 1 -1 -1 -1 -1 1 1 -0.6 0.2Bangles - Manic Monday 1 1 1 1 1 1 -1 1 -1 1 0.2 1Beastie Boys - Intergalactic 1 -1 1 -1 1 -1 1 1 1 -1 1 -0.6Beck - Loser -1 -1 -1 1 -1 -1 -1 -1 -1 -1 -1 -0.6Billy Idol - Sweet Sixteen -1 -1 -1 -1 -1 1 -1 -1 -1 -1 -1 -0.6Billy Joel - Uptown Girl 1 1 1 1 -1 1 1 1 1 1 0.6 1Billy Joel - We Didn't Start the Fire 1 1 1 1 1 1 1 1 1 -1 1 0.6Bloodhound Gang - The Bad Touch 1 1 1 1 1 -1 1 1 -1 -1 0.6 0.2Bobby McFerrin - Don't Worry Be Happy -1 1 -1 1 -1 1 1 1 -1 1 -0.6 1Bomfunk MC's - Freestyler 1 1 1 1 1 1 1 1 1 -1 1 0.6Bon Jovi - Always -1 -1 -1 1 -1 -1 1 1 1 -1 -0.2 -0.2Bon Jovi - It's My Life 1 -1 1 1 1 1 1 1 1 1 1 0.6Bon Jovi - Livin' On A Prayer -1 -1 1 1 1 -1 1 -1 1 -1 0.6 -0.6Bon Jovi - You Give Love A Bad Name 1 -1 1 -1 1 -1 1 1 1 -1 1 -0.6

MTV Music Data Set: Annotation for Automatic Mood Classification as described in

Musical and Textual Features for Automatic Mood Classification", to appear in Journal of New Music Research, Taylor & Francis, Vol. 38, Issue 4, 2009.

Björn Schuller, Clemens Hage, Dagmar Schuller, Gerhard Rigoll: "'Mister D.J., Cheer Me Up!':

Bonnie Bianco & Pierre Cosso - Stay (La Boum) -1 -1 -1 1 -1 1 -1 -1 -1 -1 -1 -0.2Brandy & Monica - The Boy Is Mine -1 -1 1 -1 -1 1 -1 -1 1 1 -0.2 -0.2Britney Spears - Baby One More Time 1 1 1 1 -1 1 1 1 1 1 0.6 1Bruce Springsteen - Streets of Philadelphia -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Bryan Adams - Everything I Do -1 1 -1 1 -1 1 1 1 1 -1 -0.2 0.6Buggles - Video Killed The Radio Star 1 1 1 1 1 1 1 1 -1 1 0.6 1Camouflage - Love Is A Shield -1 1 1 -1 -1 1 -1 -1 1 1 -0.2 0.2Celine Dion - My Heart Will Go On -1 -1 -1 1 -1 -1 1 -1 -1 -1 -0.6 -0.6Cher - The Shoop Shoop Song (It's In His Kiss) 1 1 1 1 1 1 1 1 1 1 1 1Coolio - Gangstas Paradise -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Cranberries - Zombie 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Crash Test Dummies - Mmm Mmm Mmm Mmm -1 1 -1 1 -1 -1 -1 -1 -1 -1 -1 -0.2Culture Club - Do You Really Want -1 1 1 1 -1 -1 1 -1 -1 -1 -0.2 -0.2Cyndi Lauper - Girls Just Wanna Have Fun 1 1 1 1 1 1 1 1 1 1 1 1David Bowie - Let's Dance 1 1 1 1 -1 1 1 1 -1 1 0.2 1David Bowie & Mick Jagger - Dancing In The Street 1 1 1 1 1 1 1 1 1 1 1 1David Bowie & Queen - Under Pressure -1 1 1 1 -1 1 1 -1 1 -1 0.2 0.2Deep blue something - Breakfast at Tiffanys 1 1 1 1 1 1 1 -1 1 1 1 0.6Depeche Mode - Enjoy the Silence -1 -1 1 -1 -1 1 -1 -1 -1 -1 -0.6 -0.6Depeche Mode - It's No Good 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -0.6 -1Depeche Mode - People Are People 1 -1 1 -1 1 -1 -1 1 -1 -1 0.2 -0.6Die Aerzte - Maenner sind Schweine 1 1 1 1 1 1 1 1 1 1 1 1Die Aerzte - Schrei nach Liebe 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Die Aerzte - Schundersong 1 -1 1 -1 1 -1 1 1 1 -1 1 -0.6Die Fantastischen Vier - Die Da!! -1 1 1 1 -1 1 1 1 -1 -1 -0.2 0.6Die fantastischen Vier - MfG -1 -1 1 1 -1 -1 1 1 -1 -1 -0.2 -0.2Die Toten Hosen - Zehn kleine Jaegermeister 1 1 1 1 1 -1 1 1 1 -1 1 0.2Dire Straits - Money For Nothing 1 1 1 1 -1 1 1 1 -1 1 0.2 1Duran Duran - Wild Boys 1 -1 1 1 1 -1 1 -1 1 -1 1 -0.6Eminem - Stan -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Europe - The Final Countdown 1 1 1 1 1 1 1 1 1 1 1 1Eurythmics - Sweet Dreams 1 1 1 -1 1 1 1 1 -1 -1 0.6 0.2Extreme - More Than Words -1 1 -1 1 -1 1 -1 -1 -1 -1 -1 0.2Faith No More - I'm Easy -1 1 -1 1 -1 1 -1 1 -1 -1 -1 0.6Falco - Der Kommisar 1 1 1 1 1 1 1 1 1 -1 1 0.6Falco - Jeanny 1 -1 -1 -1 -1 -1 1 -1 1 -1 0.2 -1

Falco - Rock Me Amadeus 1 1 1 1 1 1 -1 1 -1 -1 0.2 0.6Fettes Brot - Jein 1 1 -1 1 -1 -1 1 -1 -1 1 -0.2 0.2Fine Young Cannibals - She Drives Me Crazy 1 1 1 1 -1 1 -1 1 1 1 0.2 1France Gall - Ella elle l'a 1 1 1 1 -1 1 -1 1 1 1 0.2 1Frankie goes to Hollywood - Relax 1 1 1 1 1 -1 1 1 -1 -1 0.6 0.2Freundeskreis - Anna -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Freundeskreis - Mit Dir -1 1 -1 1 -1 -1 -1 -1 -1 1 -1 0.2Fugees - Killing Me Softly -1 1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -0.6Genesis - I Can't Dance 1 1 -1 1 -1 1 1 1 1 1 0.2 1George Michael - I Want Your Sex 1 1 -1 1 -1 1 -1 1 -1 1 -0.6 1Green Day - Basket Case 1 1 1 -1 1 1 1 1 1 -1 1 0.2Guano Apes - Open Your Eyes 1 -1 1 -1 1 -1 1 1 1 -1 1 -0.6Guns N Roses - Knockin On Heavens Door -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -0.6 -1Guns N Roses - November Rain -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Harold Faltermeyer - Axel F. 1 1 1 1 1 1 1 1 -1 -1 0.6 0.6Herbert Groenemeier - Was soll das 1 -1 1 1 1 -1 1 -1 -1 1 0.6 -0.2HIM - Join me 1 -1 1 -1 1 -1 -1 -1 -1 -1 0.2 -1Housemartins - Caravan Of Love -1 1 -1 1 -1 1 -1 -1 -1 1 -1 0.6INXS - Need You Tonight 1 -1 1 1 1 1 -1 1 -1 -1 0.2 0.2Irene Cara - What a feeling (Theme Flashdance) 1 1 1 1 1 1 1 -1 1 1 1 0.6Jennifer Lopez - If You Had My Love 1 1 1 1 -1 1 1 -1 1 1 0.6 0.6Joan Jett - I Love Rock n Roll 1 1 1 -1 1 1 1 1 1 -1 1 0.2Joe Cocker & Jennifer Warnes - Up Where We Belong -1 1 -1 1 -1 -1 1 -1 -1 1 -0.6 0.2John Lennon - Woman -1 1 -1 1 -1 1 -1 -1 -1 -1 -1 0.2Kim Wilde - Kids In America 1 1 1 1 1 1 1 1 1 1 1 1KLF - Justified And Ancient 1 1 1 1 -1 1 -1 1 1 -1 0.2 0.6Kool & The Gang - Celebration 1 1 1 1 1 1 1 1 -1 1 0.6 1Kylie Minogue - I Should Be So Lucky 1 1 1 1 1 1 1 1 1 1 1 1Lenny Kravitz - Fly Away 1 -1 1 1 1 1 1 1 -1 1 0.6 0.6Limp Bizkit - Take A Look Around 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Liquido - Narcotic 1 1 1 1 1 1 1 1 -1 1 0.6 1Luniz - I Got Five On It -1 -1 1 1 -1 -1 -1 -1 -1 -1 -0.6 -0.6Madonna - Frozen -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Madonna - La Isla Bonita 1 1 1 1 -1 1 -1 1 -1 1 -0.2 1Madonna - Like a Prayer 1 1 1 1 -1 1 -1 1 1 1 0.2 1Madonna - Music 1 1 1 1 1 -1 -1 1 1 1 0.6 0.6

Madonna - Papa Don't Preach 1 1 1 -1 -1 1 1 1 -1 -1 0.2 0.2Madonna - Vogue 1 -1 1 1 1 1 1 1 -1 -1 0.6 0.2Mariah Carey - I Can't Live Without You -1 1 -1 -1 -1 -1 1 -1 1 -1 -0.2 -0.6MC Hammer - U Can't Touch This 1 1 1 1 1 1 -1 1 -1 -1 0.2 0.6Meat Loaf - Anything for Love 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Men at Work - Land Downunder 1 1 1 1 -1 1 -1 1 -1 1 -0.2 1Metallica - Nothing Else Matters -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -0.6 -1Michael Jackson - Bad 1 -1 1 1 1 1 1 -1 1 -1 1 -0.2Michael Jackson - Black or White 1 1 1 1 1 -1 1 1 1 1 1 0.6Michael Jackson - Dirty Diana 1 -1 1 -1 -1 -1 1 -1 1 1 0.6 -0.6Michael Jackson - Thriller 1 1 1 1 1 1 1 1 1 -1 1 0.6Mike Oldfield - Moonlight Shadow -1 1 -1 1 -1 -1 -1 -1 1 1 -0.6 0.2Milli Vanilli - Girl You Know It's True 1 1 -1 1 -1 1 -1 1 1 1 -0.2 1Natalie Imbruglia - Torn -1 -1 -1 -1 1 -1 1 -1 1 -1 0.2 -1Nena - 99 Luftballons 1 1 1 1 1 -1 1 1 1 1 1 0.6New Kids On The Block - Hangin' Tough 1 -1 1 1 -1 1 -1 1 -1 -1 -0.2 0.2Nick Cave & Kylie Minogue - Where The Wild Roses Grow -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Nirvana - Smells Like Teen Spirit 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1No Doubt - Don't Speak -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -0.6 -1Oasis - Wonderwall -1 1 -1 1 -1 -1 -1 1 -1 1 -1 0.6Offspring - Pretty Fly For A White Guy 1 1 1 -1 1 1 1 1 1 -1 1 0.2Offspring - Self Esteem 1 -1 1 -1 1 -1 1 -1 1 -1 1 -1Ofra Haza - Im Nin alu 1 1 -1 -1 1 1 1 1 -1 -1 0.2 0.2OMD - Maid Of Orleans -1 -1 -1 1 -1 1 -1 -1 -1 -1 -1 -0.2Paul McCartney & Stevie Wonder - Ebony And Ivory -1 1 -1 1 -1 1 -1 1 -1 1 -1 1Pearl Jam - Jeremy 1 -1 1 -1 -1 1 -1 -1 1 -1 0.2 -0.6Pet Shop Boys - Go West 1 1 1 1 1 1 -1 1 -1 1 0.2 1Pet Shop Boys - It's A Sin 1 1 1 1 1 -1 -1 -1 -1 -1 0.2 -0.2Pet Shop Boys - West End Girls 1 -1 1 -1 1 1 -1 -1 -1 1 0.2 -0.2Peter Schilling - Major Tom (German) 1 1 1 1 1 1 -1 1 -1 -1 0.2 0.6Phil Collins - Another Day In Paradise -1 1 -1 -1 -1 -1 -1 1 -1 1 -1 0.2Phil Collins - In The Air Tonight -1 -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -0.6Police - Every Breath You Take -1 1 -1 1 -1 1 -1 -1 -1 -1 -1 0.2Police - Every Little Thing She Does Is Magic 1 1 1 1 -1 1 1 1 -1 1 0.2 1Pras Michel - Ghetto Supastar 1 1 1 1 1 -1 1 1 -1 -1 0.6 0.2Prince - Purple Rain -1 1 -1 1 -1 -1 1 -1 -1 -1 -0.6 -0.2

Prodigy - Firestarter 1 -1 1 -1 1 -1 1 1 1 -1 1 -0.6Puff Daddy - I'll Be Missing You -1 -1 -1 -1 -1 1 -1 -1 -1 -1 -1 -0.6Queen - Flash Gordon Theme 1 -1 1 1 1 -1 -1 1 1 1 0.6 0.2Queen - It's A Kind Of Magic 1 1 1 1 1 1 1 1 1 -1 1 0.6Queen - The Show Must Go On -1 -1 -1 -1 -1 -1 -1 -1 1 1 -0.6 -0.6R Kelly - I Believe I Can Fly -1 1 -1 1 -1 1 -1 -1 -1 1 -1 0.6Rammstein - Engel 1 -1 1 -1 -1 -1 1 -1 1 -1 0.6 -1Ray Parker jr. - Ghost Busters 1 1 1 1 1 1 1 1 1 1 1 1Reamonn - Supergirl -1 -1 -1 -1 1 -1 -1 -1 -1 -1 -0.6 -1Red Hot Chili Peppers - Californication -1 -1 -1 -1 -1 1 -1 -1 1 1 -0.6 -0.2Red Hot Chili Peppers - Under the Bridge -1 1 -1 1 -1 -1 -1 -1 -1 -1 -1 -0.2REM - Losing My Religion 1 1 -1 -1 1 1 -1 -1 -1 -1 -0.2 -0.2Robbie Williams - Angels -1 1 -1 1 -1 -1 -1 1 1 1 -0.6 0.6Robbie Williams - Rock DJ 1 1 1 1 -1 1 -1 1 1 1 0.2 1Rolling Stones - Start Me Up 1 1 1 1 -1 1 1 1 1 1 0.6 1Roxette - It Must Have Been Love -1 1 -1 -1 -1 -1 1 -1 1 1 -0.2 -0.2Roxette - Joyride 1 1 1 1 1 1 1 1 1 1 1 1Roxette - She's Got the Look 1 1 1 1 1 1 1 1 1 1 1 1Run DMC - It's Like That 1 1 1 1 1 -1 1 1 1 -1 1 0.2Run DMC - Walk This Way 1 1 1 1 1 1 1 1 1 -1 1 0.6Salt N Peppa - Let's Talk About Sex 1 1 1 1 -1 1 1 1 -1 1 0.2 1Salt N Peppa - Push It 1 -1 1 1 -1 1 1 1 -1 1 0.2 0.6Santana - Maria Maria -1 -1 -1 -1 -1 1 -1 -1 -1 1 -1 -0.2Shaggy - Boombastic -1 1 1 1 -1 1 -1 1 1 1 -0.2 1Sinead O'Connor - Nothing Compares To You -1 -1 -1 -1 -1 1 -1 -1 1 -1 -0.6 -0.6Snap - I've Got the Power 1 1 1 1 -1 1 1 1 1 1 0.6 1Snap - Rythm Is A Dancer 1 1 1 1 1 1 1 1 1 1 1 1Soft Cell - Tainted Love -1 1 -1 -1 -1 -1 1 1 1 -1 -0.2 -0.2Soul Asylum - Runaway Train -1 1 -1 -1 -1 1 -1 -1 -1 -1 -1 -0.2Soul II Soul - Back To Life -1 -1 -1 -1 -1 1 1 1 1 -1 -0.2 -0.2Spice Girls - Wannabe 1 1 1 1 1 1 1 1 1 1 1 1Stevie Wonder - I Just Called To Say I LoveYou -1 1 -1 1 -1 1 -1 1 -1 -1 -1 0.6Survivor - Eye Of The Tiger 1 1 1 -1 1 1 1 -1 1 -1 1 -0.2Suzanne Vega - Luka -1 1 -1 1 1 1 -1 -1 -1 -1 -0.6 0.2Take That - Back For Good -1 1 -1 1 -1 1 -1 1 -1 -1 -1 0.6Take That - Relight My Fire 1 1 1 1 1 1 1 1 1 1 1 1

Tears For Fears - Shout 1 -1 1 -1 1 -1 -1 1 1 -1 0.6 -0.6The Connells - '74-'75 -1 1 -1 -1 -1 -1 -1 -1 -1 1 -1 -0.2The Cure - Lullaby -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1Tina Turner - We Don't Need Another Hero -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1TLC - Waterfalls -1 1 -1 1 -1 1 -1 -1 -1 1 -1 0.6Tokens - The Lion Sleeps Tonight 1 1 -1 1 -1 1 1 1 1 1 0.2 1Trio - Dadada -1 1 -1 1 -1 1 1 -1 -1 -1 -0.6 0.2Tupac - California Love 1 1 1 1 -1 1 -1 1 -1 -1 -0.2 0.6Tupac - Changes -1 -1 -1 -1 1 -1 1 -1 -1 -1 -0.2 -1U2 - Hold Me Thrill Me Kiss Me Kill Me 1 -1 1 -1 1 1 1 -1 1 -1 1 -0.6U2 - I Still Haven't Found What I'm Looking For -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1UB 4-1 - Kingston Town -1 1 -1 1 -1 1 -1 1 -1 1 -1 1UB 4-1 - Red Red Wine -1 1 -1 1 -1 1 -1 1 -1 1 -1 1Ugly Kid Joe - Cats In The Cradle -1 -1 -1 1 -1 -1 1 -1 1 -1 -0.2 -0.6USA for Africa - We Are The World -1 1 -1 1 -1 1 1 1 1 1 -0.2 1Van Halen - Jump 1 1 1 1 1 1 1 1 1 1 1 1Vanilla Ice - Ice Ice Baby -1 1 -1 1 -1 1 -1 1 -1 -1 -1 0.6Wham - Last Christmas -1 1 -1 1 -1 -1 1 -1 -1 -1 -0.6 -0.2Whitney Houston - How Will I Know -1 1 1 1 1 1 1 1 1 1 0.6 1Whitney Houston - I Wanna Dance With Somebody -1 1 1 1 1 1 1 1 1 1 0.6 1Whitney Houston - My Love Is Your Love -1 -1 -1 1 -1 1 -1 -1 1 1 -0.6 0.2Whitney Houston - One Moment In Time -1 1 -1 1 -1 -1 1 -1 1 1 -0.2 0.2Will Smith - Men In Black 1 1 1 1 -1 1 1 1 -1 -1 0.2 0.6Witt Heppner - Die Flut -1 -1 -1 -1 -1 -1 1 -1 -1 -1 -0.6 -1