Case Study: Preserving a Local Election's Digital Footprint — Decisions, Tradeoffs, Outcomes
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Case Study: Preserving a Local Election's Digital Footprint — Decisions, Tradeoffs, Outcomes

MMaya Gonzalez
2025-11-29
13 min read
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A detailed case study of capturing and preserving a municipal election's digital footprint: seed selection, social media capture, legal review, redaction, and releasing a usable researcher dataset.

Case Study: Preserving a Local Election's Digital Footprint — Decisions, Tradeoffs, Outcomes

Hook: Elections generate complex digital records. This case study documents how a regional archive captured a municipal election's public web footprint, the decisions made, and the lessons for future civic preservation work.

Project scope and goals

The goal was to preserve candidate websites, local news coverage, public social media posts, and campaign materials for a single election cycle. The archive prioritized transparency, legal compliance, and research usability.

Seed selection and discovery

Seed lists were curated from local election commission pages, media monitoring, and community nominations. To avoid duplication, the archive coordinated with a regional consortium and used a manifest-sharing approach similar to methods adopted by other collaborative projects (see consortium launches and shared manifests in our coverage).

Legal and ethical review

Legal counsel advised on public content vs. private data, especially with social media. The team implemented a redaction policy for personal data while preserving campaign messaging. Public reporting and funder communication adopted frameworks from communications measurement guides like Measuring PR Impact to report outcomes in plain language.

Capture strategy and tooling

The capture strategy combined full-depth crawls for candidate sites, sampled captures for high-volume social streams, and media-only harvests for image and video assets. Portable capture kits with standardized ingest pipelines were used; teams followed field lab practices documented in guides such as portable field lab for citizen science to manage logistics and repeatability.

Redaction and access controls

After capture, automated PII detection flagged items for human review. Redaction produced derivatives for public access while originals remained in restricted storage. The archive published a redaction ledger to maintain transparency.

Outcomes and metadata exports

The archive released a researcher dataset containing manifests, metadata, and sanitized copies. They provided extensive documentation about capture settings and decision rationales. For cross-domain reproducibility, they included approval templates and public contact points like those in an approval template pack.

Lessons learned

  • Community input improved seed discovery and legitimacy.
  • Explainable prioritization models reduced ad-hoc capture decisions (see our machine-assisted impact scoring piece).
  • Human review remains essential for PII and contextual redaction.

Reflections on evidence and research value

Researchers praised the project's documentation. Legal teams noted the value of clear chain-of-custody and provenance. For teams interested in the forensic readiness of archives, resources on digital provenance and image forensics (such as JPEG forensics) are important background reading.

Postmortem: what we'd change

Allocate more budget to human review, build better social media sampling methods, and improve automated extraction for multimedia assets. For photographic best practices, consult up-to-date photography trend guides like photography trends 2026 to ensure you capture images with reuse in mind.

Conclusion

This election archive demonstrates that careful planning, community engagement, and transparent documentation yield datasets that are both legally robust and academically useful. Other institutions should adopt the same tradeoff-aware approach for civic events.

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Related Topics

#case-study#elections#policy#community
M

Maya Gonzalez

Head of Growth

Senior editor and content strategist. Writing about technology, design, and the future of digital media. Follow along for deep dives into the industry's moving parts.

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