RAD — The Rewind Archive of Data — is the most comprehensive annotated music video research corpus ever assembled. It exists because music video as a cultural form deserves the same scholarly infrastructure that exists for film, literature, and visual art.
Every card in RAD combines two layers of annotation. The first is quantitative — brightness, contrast, saturation, color temperature, motion intensity, and scene change data extracted frame by frame across the full video duration. The second is cultural — verified director attribution, era classification, production history, genre significance, research applications, and connection mapping to related cards in the corpus.
The result is something that has never existed before: a fully queryable network of music video scholarship. Ask it for all black and white videos from 1979 to 1983. Ask it for confirmed Spike Jonze videos sorted by editing pace. Ask it for slow-cut pre-MTV promos with dark aesthetics and verified directors. The corpus answers with precision because the data is there.
The initial RAD corpus spans 1966 to 2025 — the complete output of confirmed director folders including Spike Jonze, Michel Gondry, Chris Cunningham, Floria Sigismondi, and Wayne Isham, plus the best selections from each decade. Every card carries a verification score and a confidence rating on all factual claims.
The full archive is vast. The annotation pipeline is running continuously. The corpus grows.
RAD carries three readings. The name — Rewind Archive of Data — is the cultural premise: everything deserves to be remembered. The method — Research · Annotate · Document — is the process that makes the archive possible. And the result — a Relational Archive of Data — is what the methodology produces: not a catalog, but a network. Every card is connected to others through verified director lineage, shared era, common movement, and label identity. The connections are the scholarship.
Phase 1 analysis visually assesses each music video in the corpus, extracting quantitative visual data at one-second resolution across the full video duration. Phase 2 enrichment uses Claude Sonnet with live web search and strict sourcing protocols — named individuals are only documented when a direct source URL confirms their presence. A missing detail is always preferable to an incorrect one in a research corpus.
Protocol v2.1 governs all annotations in the current corpus.
Three labels. Three cities. Three founding decades. Three entirely distinct visual fingerprints. The label studies exist to prove a thesis: that a label's genre identity is encoded in its videos as measurable data — and that the right methodology can read it.
Sub Pop (Seattle, 1988) was the first. Its motion average and contrast index are the lowest of any major independent in the corpus — figures that hold across 800+ annotated works. The lo-fi restraint that defined grunge isn't mythology. It's in the numbers.
Def Jam (New York, 1984) is the counterpoint. Saturation above the corpus mean, contrast below it — vivid color in deliberate darkness. Hip-hop's visual grammar is measurable. Its 323 Tier I landmarks represent the highest raw count of any label collection in the archive.
Warp Records (Sheffield, 1989) provides the archive's most striking data point: a motion average 67% below the corpus mean — the lowest of any label. The explanation is the IDM aesthetic itself: visuals designed to complement cerebral audio, not compete with it. The restraint is consistent across three decades and artists as different as Aphex Twin, Boards of Canada, and Kelela.
Three proof points. The methodology holds across genre, geography, and era. → Sub Pop Def Jam Warp Records
The archive has a voice. The Rewinder is an AI oracle built directly on top of the RAD corpus — it draws on the full annotation layer to answer questions about directors, eras, movements, specific videos, and the connections between them. Ask it about a director's body of work, a decade's visual grammar, or a video you half-remember. It pulls from the actual data, not general knowledge.
The Rewinder is accessible from any page in the archive via the headphones icon in the lower right corner. Responses include direct links into the relevant cards and director views.
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