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Volunteer Mentor & Data Analyst • 2025 -- 2026 ACTIVE

Street Spirit: Community Data Mentoring & Advocacy

Data mentorship and quantitative analysis supporting Street Spirit, an independent street newspaper reporting on homelessness, housing justice, and civil rights in the East Bay.

Swept Off The Map (Mentee Project) ↗ Street Spirit Newspaper ↗
Technologies & Frameworks
PythonpandasData AnalysisMentorshipCivic TechCommunity Advocacy
Key System Outcomes
✓ Community data analysis✓ Direct data literacy mentoring✓ Housing justice advocacy

Overview

Street Spirit is a grassroots, independent newspaper produced and sold by unhoused and low-income vendors in the San Francisco East Bay, covering housing justice, community survival, and local governance.


Mentee Project: Swept Off The Map

  • Swept Off The Map: A community data journalism and mapping project produced through direct data mentorship with Street Spirit.
  • The project documents, visualizes, and maps municipal encampment sweeps across the Bay Area, providing interactive spatial evidence of displacement patterns, property confiscation, and public policy impacts.

Contributions & Mentorship

  • Data Mentorship & Project Guidance: Mentored grassroots advocates and journalists in data collection methodologies, spatial mapping, cleaning public records, and quantitative verification for investigative stories.
  • Municipal & Housing Data Analysis: Analyzed public records requests (PRA), municipal sweep logs, and shelter availability metrics to support evidence-based reporting.
  • Accessible Tooling: Developed Python and spreadsheet automation workflows to clean, geocode, and structure messy municipal datasets for community reporting.
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