Data Story

Role Chameleon

A biological membrane map where departments are organelles and careers leak across them as thickening ribbons.

filmimdbcareerscrewdepartmentsnetwork
Dataset scope
439
departments
807
bridges
525
largest migration
Aggregated cross-credit counts between departments — a permeability map of career evolution.
Loading role chameleon
Hypothesis

Some departments are “permeable ladders” (e.g., editing → directing), while others are structural silos.

Question: Which departments most commonly share credited individuals?

Method: Count people with credits in more than one department and aggregate department-pair frequencies.

Prediction: Creative-adjacent roles (editing, producing, writing) show high permeability into directing.

Test: Rank department-pair bridges by volume and test stability under thresholds and filters.

Narrative Arc
Act I

Departments form a cell: distinct, alive, and connected.

Act II

Ribbons thicken where careers repeatedly cross-credit.

Act III

Permeable ladders stand out: the film industry’s hidden migration routes.

Datasets
  • imdb.film_cast
  • imdb.film_crew
  • role_chameleon.json
Reading tip

Lower the threshold to see small migrations; raise it to isolate the “career ladders” where one department frequently becomes another.

Drag to rotate: the cell is a lens — not a static chart.

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