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Prashant Garg — Mapping Bob Dylan’s Mind
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Mapping Bob Dylan’s Mind

Aeon · arXiv
Academia & science

I asked an AI to read every Bob Dylan lyric from 1962 to 2012 and map the concepts and connections inside them. The patterns track his career: protest gives way to myth and travel, metaphor steadily crowds out literal language, and his most disruptive, eclectic period shows up as a measurable mid-career peak.

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For six decades, Bob Dylan has challenged listeners with songs that reward interpretation. Critics and fans have long pored over his words, treating them as literary texts worthy of a slow, devotional reading, line by line, image by image. In 2016, Dylan even won the Nobel Prize in Literature. As the Swedish Academy put it, the prize honoured him for 'having created new poetic expressions within the great American song tradition'. But what more might we discover if, instead of a human scholar, we asked an artificial intelligence to sift through every word Dylan ever wrote? What patterns, connections or evolution in Dylan's massive body of lyrics might reveal themselves to a machine's analysis, and what could that tell us about the man and his music?

Coverage: Financial Times
Knowledge graph extracted from "Jokerman" — concepts in Dylan's lyrics and the stated relationships between them.
Knowledge graph extracted from "Jokerman" — concepts in Dylan's lyrics and the stated relationships between them.
Evolution of key themes (1962–2012): protest/political gives way to mythic/biblical and movement/travel, tracking pivotal career moments.
Evolution of key themes (1962–2012): protest/political gives way to mythic/biblical and movement/travel, tracking pivotal career moments.
Transitions between concept types (person → abstract, …), colour-coded by sentiment — the emotional dynamics of Dylan's lyrical connections.
Transitions between concept types (person → abstract, …), colour-coded by sentiment — the emotional dynamics of Dylan's lyrical connections.
Literal vs. metaphorical expression by decade: an increasingly symbolic style, strongest in his 70s.
Literal vs. metaphorical expression by decade: an increasingly symbolic style, strongest in his 70s.
"Dishabituation" — variance in eigenvector centrality, mixing mainstream and peripheral concepts. The mid-career peak is Dylan's most eclectic phase (relative to the 60s).
"Dishabituation" — variance in eigenvector centrality, mixing mainstream and peripheral concepts. The mid-career peak is Dylan's most eclectic phase (relative to the 60s).
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