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RTT Cheat Sheet — Internet Archive (Student Edition)

archive_org module — student_materials/cheat_sheet_student.md#


1. What This Module Teaches#

Use the Internet Archive to understand:

  • how webpages change over time
  • which versions are stable
  • how to detect redesigns and migrations
  • how to choose the most reliable snapshot

You will use the RTT operator chain to guide your analysis.


2. The Six Operators (Student Version)#

1. METADATA_OPERATOR#

Identifies the webpage’s basic structure:

  • format (HTML, PDF, image, OCR)
  • type of site (institutional, news, scholarly, etc.)
  • expected drift level

2. WAYBACK_OPERATOR#

Collects snapshots and shows:

  • timeline of captures
  • drift between years
  • missing years (continuity breaks)

3. LINEAGE_OPERATOR#

Shows how the webpage evolved:

  • template changes
  • navigation changes
  • CMS migrations
  • stable elements (continuity kernel)

4. COLLECTION_OPERATOR#

Places the webpage in context:

  • which IA collection it belongs to
  • related pages
  • structural family

5. PRESERVATION_OPERATOR#

Checks how stable the snapshots are:

  • substrate stability
  • drift risk
  • mixed layers (HTML + PDF, etc.)

6. DRIFTBOUND_RETRIEVAL_OPERATOR#

Finds the most reliable version by combining:

  • drift
  • continuity
  • substrate stability
  • collection context

3. Drift Levels (Student Guide)#

  • None — looks the same
  • Minor — small layout or style changes
  • Moderate — navigation or template changes
  • High — redesign, rebuild, CMS migration

4. Substrate Types (Student Guide)#

  • PDF — most stable
  • Image — stable but incomplete
  • HTML — drift‑prone
  • OCR — lossy, high drift
  • Mixed — requires careful evaluation

5. Continuity Kernel#

These are the parts of a webpage that stay the same across snapshots.

Examples:

  • header
  • footer
  • main menu
  • index page
  • sidebar

If these stay the same, the site has good continuity.


6. How to Compare Two Snapshots#

Look for structural differences:

  • layout
  • navigation
  • template
  • sidebar
  • header/footer
  • presence/absence of PDF layer

Avoid content differences — focus on structure only.


7. How to Choose the Most Reliable Version#

Pick the snapshot that has:

  1. Stable substrate (PDF > HTML > OCR)
  2. Low drift
  3. Strong continuity kernel
  4. Few or no missing years
  5. No major redesigns

8. Quick Student Workflow#

  1. Pick a webpage
  2. List its snapshots
  3. Compare two snapshots
  4. Identify drift
  5. Find continuity kernel
  6. Check substrate stability
  7. Choose the most reliable version

9. Common Patterns#

  • Government sites → stable, low drift
  • News sites → high drift, frequent redesigns
  • Journals → mixed substrates, periodic updates
  • Vintage software → very stable, versioned

10. One‑Sentence Summary#

RTT helps you find the most reliable version of a webpage by analyzing structure, drift, continuity, and substrate stability — not content.

Updated