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Viszards 2010: Last.Fm Music Where Is the Jazz?

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Viszards 2010: Last.Fm Music Where Is the Jazz? Viszards 2010: last.fm Music Where is the Jazz? Lothar Krempel Max-Planck-Institut or the Study of Societies Cologne, Germany [email protected] July 3 2010 INSNA International Network Conference Sunbelt XXX Riva Del Garda, Italy June 29- July 2010 – Typeset by FoilTEX – The last.fm Dataset • These are the raw data files corresponding to the Last.fm artist map project at http://sixdegrees.hu/last.fm, gathered some time around late 2007 (so they are unlikely to be up- to-date now). • The similarity network is directed and asymmetric; it is not guaranteed that the similarity of artist A to B is the same as the similarity of artist B to A. (In fact, they are likely to be unequal). This is due to the fact that the similarity scores given by the Last.fm API are always normalized s.t. the similarity of artist A towards its most similar artist is always 100. Lothar Krempel: Viszards 2010 1 Miles to Go -Where is the Jazz ? • What can you learn about Jazz from the from the last.fm similarity data ? • Are there Jazz listerners ? • To whom do they listen ? • Who are the most connected Jazz artists ? • Idea: scan patterns of strong connected artists Lothar Krempel: Viszards 2010 2 Miles to Go -Steps in Pajek 1. use dataset LastFmarcs.net (74999) 2. remove lines lower than 90 3. all recursive degree reduction 4: 765 4. weak Components > 1 : 95 components 5. Draw – (a) make constant Partition (b) Layers 3d (c) optimize layers in xy plane complete (several times) Lothar Krempel: Viszards 2010 3 . The Result: Kind of Blue The Letter of Early in Matchbook Zero Hux Bamboo Silicon S.U.N. Plain Romance Kills the Blank Blackstreet Ginuwine Marques Portishead Lamb Jermook Goldfrapp Björk Air Cosma November Solar Joe Avant Houston 7 Flux Forest Sound Project View Year & Hybrid Chicane Syncopix Stone Nu:Tone Cyantific Armor Jones The Senses Hawthorne JamisonParker Starting for Massive Thievery Fail Heights Paul Way Keith Dru Faith Morcheeba Moloko Röyksopp Télépopmusik Koxbox Yahel Talamasca Line Sleep 4 Way Sweat 112 Mya Monica Attack Corporation Psysex 4 van Out Sweat Hill Evans Danny London Strings BT Elektricity Jimmy Dyk West Byrd Elektricity The Something Taking Spill Eat Back Sugarcult Christina Mary Groove The Corporate SWV TLC Blu Fluke Moby Tosca Jaffa Lemongrass Zeca Marisa Total Doof GMS Astrix Canvas World Sunday Marco Milian Cantrell Aaliyah J. Armada Avalanches Eclipse Ferry Motorcycle Andain Blige Baleiro Monte Etnica Corsten V The The Kruder dZihan Man Icebird Lunatic Lemon Boozoo Mo’ Infected 1200 Ataris Ron Destiny’s Propellerheads Chemical & & Chi−A.D.Paulinho Cosmosis With Electric Ciara Beyoncé Sabelle Brandy Calm Jelly Bajou Horizons Lenine Maria Etnica No Universe Mushroom Micrograms van System Randy Child Brothers Dorfmeister Kamien Q Moska Rita Future den F Katana Project Cut Name Seabound Project Unwritten Beuken Pitchfork Eric Nightmares The Foo Living Unwritten B. 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