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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2503.09526 |
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| _version_ | 1866910871940235264 |
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| author | Bush, Raquel Ana Magalhães |
| author_facet | Bush, Raquel Ana Magalhães |
| contents | This paper examines the small-world properties of a Spotify artist feature collaboration network, focusing on clustering and diameter. We analyze the giant component and subgraphs based on genres, country-specific charts, and detected communities to assess their small-world characteristics. Results indicate that the network is scale-free and follows a power-law degree distribution, with highly popular artists serving as central hubs. Louvain community detection reveals distinct collaboration clusters aligned with genre-based and industry-driven connections. These findings offer insights into music recommendation systems and digital collaboration trends, contributing to a broader understanding of artist networks in the digital age. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_09526 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Analysis of a Spotify Collaboration Network for Small-World Properties Bush, Raquel Ana Magalhães Social and Information Networks 05C82, 91D30 (Primary) 05C90, 05C75 (Secondary) G.2.2; H.2.8; I.5.3 This paper examines the small-world properties of a Spotify artist feature collaboration network, focusing on clustering and diameter. We analyze the giant component and subgraphs based on genres, country-specific charts, and detected communities to assess their small-world characteristics. Results indicate that the network is scale-free and follows a power-law degree distribution, with highly popular artists serving as central hubs. Louvain community detection reveals distinct collaboration clusters aligned with genre-based and industry-driven connections. These findings offer insights into music recommendation systems and digital collaboration trends, contributing to a broader understanding of artist networks in the digital age. |
| title | Analysis of a Spotify Collaboration Network for Small-World Properties |
| topic | Social and Information Networks 05C82, 91D30 (Primary) 05C90, 05C75 (Secondary) G.2.2; H.2.8; I.5.3 |
| url | https://arxiv.org/abs/2503.09526 |