Educational companion dossier · Fact, interpretation, lived experience, clinical education, fiction, and mechanics are labeled separately. Scope & safety
REAL-WORLD INTERPRETIVE

WORLD EVENT LITERACY

World-Event Visualization Planner

A deterministic, local-only planner that recommends presentation families from the reader task, geographic shape, chronology, uncertainty, source density, motion preference, and bandwidth constraints.

LEVEL 1

ORIENTATION

Why this matters

REAL-WORLD INTERPRETIVE

One-sentence brief

A globe, map, timeline, network, document reader, or mixed view can each clarify one question and distort another. Selecting the mode from the evidence and task reduces spectacle, hidden uncertainty, and false causal inference.

REAL-WORLD INTERPRETIVE

Three key points

  1. Choose a primary mode from the reader's task and the shape of the evidence, not from visual novelty.
  2. High uncertainty requires textual explanation and source visibility, not just a visual effect.
  3. Reduced motion and constrained bandwidth can change the recommended primary mode, not merely add a fallback after design is complete.
LAB

LOCAL-ONLY PLANNING AID

Choose a presentation family from the task and evidence

No external map, source authentication, event ranking, or causal proof

The planner uses bounded choices and transparent repository-authored rules. It does not load a dataset, geolocate a person, contact an external service, or decide whether an event account is true.

Reader task and evidence shape
Access and evidence constraints
LEVEL 2

WORKING BRIEF

Evidence, context, and limits

REAL-WORLD INTERPRETIVE

Start with the reader task

Locating, tracing change, comparing states, inspecting documents, explaining relationships, quantifying trends, and teaching a sequence require different visual structures.

REAL-WORLD INTERPRETIVE

Describe the evidence shape

Geographic scale, temporal pattern, uncertainty, source density, and relationship structure determine which visual encodings are legible and honest.

REAL-WORLD INTERPRETIVE

Treat access constraints as design inputs

Reduced motion, keyboard-only use, screen readers, magnification, mobile screens, and constrained bandwidth should affect the initial mode choice.

REAL-WORLD INTERPRETIVE

Read primary and supporting modes

The planner recommends two presentation families and explains the rule trace. A supporting document or statistical view may be necessary even when the map or timeline is primary.

REAL-WORLD INTERPRETIVE

Carry required disclosures

Cropping, sequencing, animation, projection, summarization, and uncertainty are editorial transformations. Their presence and limits must remain visible.

REAL-WORLD INTERPRETIVE

No visual proves causality

A polished map or animation cannot authenticate a source, establish a causal mechanism, fill an archival gap, or resolve a contested historical interpretation.

LEVEL 3

COMPLETE DOSSIER

Limitations, game links, and review context

DISPUTED / MULTIPLE ACCOUNTS

Known limitations and gaps

  • These workbenches are educational, local-only decision aids. They do not inspect uploaded files, contact a provider, save visitor inputs, authenticate a source, or grant publication, specialist, production, or activation approval.
  • The underlying supplied reports remain unreviewed research leads. Their institutional references, standards citations, numerical thresholds, algorithms, and performance claims require claim-specific verification.
  • The deterministic recommendations are transparent repository-authored heuristics, not universal safety limits, legal advice, clinical judgments, or substitutes for accountable human review.
  • No result may be used to rank a country, population, protected group, diagnosis, language, disability, migration history, religion, or other vulnerable status.
  • A pass in a browser workbench is evidence for discussion only; it cannot authorize a live provider, autonomous runtime, operational influence capability, or production tuning.
  • The planner recommends presentation families, not a particular library, map projection, dataset, historical interpretation, or publication decision.
REAL-WORLD INTERPRETIVE

Decision matrix

Presentation families answer different questions.
Reader task Likely primary family Supporting family Primary risk
Locate or compare geography Static map or before-and-after Document or statistical panel Projection, scale, and cropped context
Trace sequence or change Timeline or small multiples Map or document reader Omitted intervals and false causality
Explain relationships Network graph Timeline or map Hairball clutter and inferred direction
Inspect source evidence Document reader Timeline or map Source omission and decontextualized excerpts
Quantify change Statistical panel Map or document reader Hidden denominators and uncertainty
Teach a guided sequence Narrative sequence Static overview and transcript Scrolljacking, spectacle, and motion dependence
REAL-WORLD INTERPRETIVE

Publication audit checklist

Task fit

Does the primary mode directly support the reader's main question?

Pass condition: The mode is selected from the task and evidence shape, not visual novelty.

Source access

Can every consequential mark, sequence, crop, and summary be traced to accessible source context?

Pass condition: Source links, dates, uncertainty, and transformations remain visible.

Access parity

Can keyboard, reduced-motion, screen-reader, mobile, and low-bandwidth users reach the same conclusion?

Pass condition: A semantic transcript, structured table, and static alternative carry equivalent information.

Rollback

Is there a defined condition for removing or simplifying a misleading visualization?

Pass condition: Confusion, source mismatch, geographic error, motion harm, or context loss triggers revision or rollback.

LEVEL 4

RESEARCH EDITION

Sources, methods, and stable links

REAL-WORLD VERIFIED

Method and corrections

This page follows the public method for provenance, confidence, source independence, alternative accounts, limitations, review state, and visible correction.

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