Methodology

The Detroit Badman Digital Archive is a scholarly project with a community-facing surface. This page documents the research apparatus underneath the archive: the questions it asks, the framework it uses to answer them, the data model that operationalizes the framework, and the limitations the archive acknowledges.

Research questions

The archive is organized around three questions. First: how does the badman tradition adapt when it moves from rural folklore into the postindustrial city? Second: what does it mean to treat real-life figures, fictional characters, and film and television figures as commensurable cultural evidence within a single analytical frame? Third: can a digital humanities archive do the work of community preservation without reproducing the extractive relationships of institutional scholarship?

Theoretical framework

The archive sits at the intersection of African American folklore studies, Black masculinity studies, urban cultural history, and digital humanities. Its core analytical move — treating the badman tradition as a single formation expressed through coexisting modalities — draws on Raymond Williams's distinction between residual and emergent cultural elements, which operate concurrently rather than sequentially. The badman framework itself builds on the scholarship of John W. Roberts, Jerry H. Bryant, Stephen Soitos, Jonathan Munby, and the broader tradition of Black folklore studies.

The five-criteria scoring system

Every figure is evaluated against five criteria: outlaw relationship, community authorization, violence as language, cultural preservation, and hypermasculine performance. Each criterion is scored on a 1–5 scale with a written justification that cites the evidence informing the score. The composite is a sum, not an average — a figure scoring 25 out of 25 is a figure whose story saturates every dimension of the tradition. The criteria are described in plain language on the Badman Tradition page.

Modality assignment is analytically meaningful, not taxonomic. A figure's modality captures how his story fits the tradition, not where he sits in a filing cabinet. The Obadele brothers are classified as Political Revolutionary, for example, because state violence was directed at their political action — not because they initiated violence. The criteria scores and the modality assignment work together: scores indicate where in the tradition's shape a figure registers most strongly, and modality identifies which adaptation of the tradition the figure inhabits.

The data model

Every figure is documented across six structured categories: identity (core identification including real, fictional, or meta-badman designation and modality classification), scores (five-criteria evaluation with justifications), biography (narrative overview and structured event timeline), geographic (coordinates and territory polygons), network (typed and directional connections to other figures and entities), and sources (primary and secondary documentation with evidence tiering). The schema is Dublin Core crosswalkable, preserving eligibility for institutional repository submission while retaining the custom fields the methodology requires.

Two architectural decisions in the data model carry analytical weight beyond convenience. First, connections between figures are typed relationships rather than generic links. Five edge types distinguish the kinds of relations the archive tracks:

META — Creator to Creation. Donald Goines's authorship of the fictional Kenyatta is a META edge.
P2C — Person to Creation. A real-life figure who served as the basis for or influence on a fictional figure is connected by a P2C edge.
C2C — Creator to Creator. Authorial, editorial, or artistic relationships between people who produced badman narratives.
ORG — Organizational or Ideological. The ties linking General Baker and the Obadele brothers through the Republic of New Afrika are ORG edges.
CC — Creation Continuity. Connections between fictional figures across stories, series, or media adaptations.

Second, every connection is flagged with one of three evidence tiers, rendered visually on the network graph as different line styles:

Tier 1 (Documented) — solid line. The connection is supported by primary or peer-reviewed secondary sources.
Tier 2 (Evidenced but unverified) — dashed line. The connection is supported by credible sources but lacks the documentary depth of a Tier 1 link.
Tier 3 (Interpretive) — dotted line. The connection is the archive's analytical reading rather than a claim about documented historical fact.

The network graph renders scholarly certainty as a visual property: a viewer sees not just that two figures are connected, but how strongly the evidence supports the connection.

Real, fictional, and meta-badman figures

The archive treats real-life figures, fictional characters, and film and television figures as equivalent cultural evidence in badman density analysis. This is a substantive methodological position, not a convenience. The tradition itself does not distinguish: Stagolee was a real man (Lee Shelton, 1895) whose story moved into the ballad tradition and from there into hundreds of fictional descendants, and the cultural work the figure performs is continuous across that movement. The archive's meta-badman designation flags figures whose lives or works shape the tradition itself — authors, organizers, and cultural producers whose influence operates at the level of the tradition rather than within a single modality.

Sources

The archive draws on primary and secondary sources across multiple media: novels, films, television series, comics, court records, organizational documents, newspaper coverage, interviews, archival photographs, and scholarly writing. Every claim in the archive is traceable to a source documented in the Primary Sources collection. The source apparatus is a first-class component of the data model, not a bibliography appended to each figure: a single source linked to multiple figures renders correctly across all of them without duplication.

Community-contributed sources — oral histories, photographs, and family memories — will enter the archive through a submission pipeline scheduled for activation in a future phase. All community submissions undergo review before publication, with the contributor's stated terms (anonymization, access level, permitted uses) attached to the entry.

Critical approach

The archive is self-critical about the framework it uses. The badman tradition is explicitly gendered — the archive documents Black male figures because that is the tradition's historical shape. This is a descriptive choice, not a prescriptive one, and the archive treats the tradition's gendering as an object of analysis rather than a fact to be naturalized. Black women's heroism, queer Black heroism, and collective heroism without a named protagonist are outside the analytical scope of this archive but are acknowledged as significant traditions whose study requires their own framework.

The archive also resists the temptation to resolve every figure into a single modality. Figures whose stories span multiple modalities are flagged for ongoing review rather than forced into a primary category.

Limitations

The archive's reach is bounded in three significant ways. First, the framework captures Black masculine heroism specifically — other traditions of Black heroism are outside its analytical scope. Second, the documentary record is uneven: fictional figures often have better-documented biographies than real figures whose stories survived primarily through community oral tradition. The archive compensates by surfacing community submissions alongside documented sources. Third, the scoring framework is interpretive; different readers could arrive at different scores for the same figure. The archive documents justifications alongside scores so that interpretation can be contested rather than hidden.