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Stell-R
Music discovery tool based only on mutual artistic influence
Every edge in the Stell-R graph represents a documented influence connection between ~25,000 artists, pulled from album reviews and music-history writing where one artist's name is explicitly cited in critiques of another's work. Not streaming co-listens, user similarity, or genre tags, just documented influence. My core methodology is at: Badillo-Goicoechea, E. (2025). Modeling Artist Influence for Music Selection and Recommendation: A Purely Network-Based Approach. Harvard Data Science Review
Built this just for fun and curiosity as a data scientist + music lover as Stell-R, a music discovery tool based on pure, documented influence lineage ibased on artist reviews, instead of AI / algorithmic user similarity.
About Stell-R on Product Hunt
“Music discovery tool based only on mutual artistic influence”
Stell-R was submitted on Product Hunt and earned 8 upvotes and 4 comments, placing #66 on the daily leaderboard. Every edge in the Stell-R graph represents a documented influence connection between ~25,000 artists, pulled from album reviews and music-history writing where one artist's name is explicitly cited in critiques of another's work. Not streaming co-listens, user similarity, or genre tags, just documented influence. My core methodology is at: Badillo-Goicoechea, E. (2025). Modeling Artist Influence for Music Selection and Recommendation: A Purely Network-Based Approach. Harvard Data Science Review
On the analytics side, Stell-R competes within Music, Internet of Things and Tech — topics that collectively have 907.2k followers on Product Hunt. The dashboard above tracks how Stell-R performed against the three products that launched closest to it on the same day.
Who hunted Stell-R?
Stell-R was hunted by Elena Badillo Goicoechea. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Stell-R including community comment highlights and product details, visit the product overview.
Elena Badillo Goicoechea