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Example Everything on this site is sample data — one of the configurations this template ships with, built from the same repository.

Example: AI use case catalog
Civic AI Community of Practice AI Use Case Catalog
Use case category

Coding & brainstorming

Writing or reviewing code, analysis, and idea generation.

1 use caseRefine this one in use cases →

Use cases tagged Coding & brainstorming

  • Theme report listing comment themes with counts, share of total, a representative quotation and a link to every comment assigned to that theme.
    Source code

    Stage: PilotOrganization: Mid-sized city — Planning department

    Theme analysis of public comment

    Result in one line: 4,100 comments on a draft zoning update summarized in two days instead of six weeks

    An open-source notebook that groups the comments received on a plan or rule into themes, counts them, and links every theme back to the comments it came from so a reader can check it.

    • Policy & planning
    • Data & informatics
    • 1 more area of work
    Skills needed to set it up: Analyst or data scientist Readiness: Guided setup Readiness: Needs customization3 more