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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.

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Civic Analytics

Applying analysis to a live service or policy question.

2 team projectsRefine these 2 in team projects →

Team projects tagged Civic Analytics

  • Two survival curves over twelve months showing repeat-violation-free share staying near 88 percent with an early re-inspection and falling to 67 percent without one.
    Featured Civic

    Cohort: 2026Area of work: Environmental Health

    How soon does a critical violation come back?

    Headline finding: A re-inspection within 30 days cut the one-year repeat rate from roughly one in three to one in eight

    Measured how long facilities go after a critical inspection violation before the next one, and whether an early re-inspection changes that.

    • Survival analysis
    • Python
    • 2 more methods & tools
    Skills practiced: Statistics Skills practiced: Data cleaning1 more
  • Horizontal stage chart of median days per step, with the awaiting-verification stage at nine days dwarfing five other stages.
    Civic

    Cohort: 2025Area of work: Vital Records

    Where the two weeks go in a records request

    Headline finding: Mail-in requests spent 9 of their 14 days in a single hand-off between two systems

    Reconstructed the full path of a mailed-in vital records request from timestamps and found that most of the wait happened in a queue nobody owned.

    • Process mining
    • SQL
    • 2 more methods & tools
    Skills practiced: Data cleaning Skills practiced: Automation2 more

    Last confirmed Jun 2025