Community Organizing for a Datafied World
A research workbench over 79 pseudonymized interviews with professional community organizers (2021-2024). Every retrieval and AI output in this environment is public and citation-grounded; AI codes are drafts until a human validates them.
interviews
words
speaker turns
of conversation
Interviews per year
Interviewslive
Browse all transcripts turn by turn
Search & Asklive
Citation-grade hybrid retrieval with rerank
Thematic Tourslive
A guided path through a theme across the years
Same-Question Lenslive
Every participant's answer to one protocol question, side by side
Codebooklive
The 299-code tree with definitions and roughly 12,500 applications
Analytic Memoslive
The team's analytic memos carried over from the Living Codebook
Ground Truthlive
Human-vs-human inter-coder reliability, with alpha and kappa per code
Demographicslive
Per-field participant coverage with provenance, once demographics are extracted
Discoverabilitylive
Constellation map, drift over time, related passages
Coding Studiolive
Coding runs and review
Evidence Bundleslive
Assemble a claim with cited excerpts and counterexamples, then export
Privacy Reviewlive
View privacy risk flags and their review status