PDF] Disciples of the Heinous Path: Social network structure and genre hierarchy in Heavy Metal
Por um escritor misterioso
Last updated 26 março 2025
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An extensive data-set from Encyclopaedia Metallum, a Heavy Metal band archive, was used to test the hypothesis whether or not the social network structure is influenced by a hierarchy of genres, and results remain inconclusive. Organization of social networks has been studied extensively viewed through the lens of inter-personal relations. However, the aim of this exploratory study is to find if there are different, domain-specific factors in play influencing the structure of the social network. As a case study, an extensive data-set from Encyclopaedia Metallum, a Heavy Metal band archive, was used to test the hypothesis whether or not the social network structure is influenced by a hierarchy of genres. Attempts were made to recategorize bands according to genre and to counter the fluid nature of the data, after which a Word2Vec analysis and hierarchical clustering was performed, the latter using the number of shared artists between bands as distance metric. A range of histograms where generated to gain insight into the distribution of genres, along with a colored dendrogram to see how genre distribution converges. While the Word2Vec results do show some interesting results with regards to stylistic clustering, the results from the hierarchical clustering remain inconclusive. A number of issues have been identified to address in future research.
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python-programming-for-data-science/notebooks/004-Files.ipynb at master · msds-5x01/python-programming-for-data-science · GitHub
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the new yorker_vol_x - N't-Nso group-April
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Podknife - See You On The Other Side by Sunspot
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Awry Stoic blargity blarg blarg
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If God Is One Why Are There Different Religions? by Suddhadvaiti Swami - Issuu
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Mandala #136 - Mandala Madness - Art, Abstract, Soul, Color, Life, Body, Peace, Generative, Love, Dream, Buddha
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PDF] Disciples of the Heinous Path: Social network structure and genre hierarchy in Heavy Metal
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JOY FOR SATAN - crewxzibit
Our Place in Nature, Progress, and Racism
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PDF] Disciples of the Heinous Path: Social network structure and genre hierarchy in Heavy Metal
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