Influencing policy (training slides from Fast Track Impact)
Network Analysis of The Shining
1. The Shining. Network Analysis
Dmitry Zinoviev—Suffolk University—dzinoviev@suffolk.edu—2017
2. Why Network Analysis?
● Identify core actors and places
● Identify relationships between actors, and actors
and places
● Identify groups (“clusters”) of actors
● ...ideally without reading the text
7. Similarity Calculation
● Quantitative similarity on the scale from -1
(totally dissimilar) to 1 (totally similar)
● Two entities are similar if they act in similar
chapters
● Two chapters are similar if they refer to similar
entities
8. Network Construction
Connection thickness—
similarity.
Font size—number of
references to the entity in the
text
Hatfield
Stovington
Jack
Dick
Watson
Al
Hallorann
Roger
Lloyd
Grady
Durkin
Tony
DerwentHotel
Florida
Overlook
Torrance
Boulder
Dad
Redrum
Sidewinder
Ullman
Shockley
Edmonds
Mom
Colorado
George
Denver
Wendy
Danny
9. Detecting Clusters
Pink: Initial setup
Orange: Danny's perspective and
ability to read minds
Green: Information about hotel
Hatfield
Stovington
Jack
Dick
Watson
Al
Hallorann
Roger
Lloyd
Grady
Durkin
Tony
DerwentHotel
Florida
Overlook
Torrance
Boulder
Dad
Redrum
Sidewinder
Ullman
Shockley
Edmonds
Mom
Colorado
George
Denver
Wendy
Danny
10. Betweenness
Node size—betweenness centrality
(BC). The higher is BC—the more
“central” is the character / place
Highest BC: Schockley, Edmonds,
Florida, Dad, Durkin, Al, Watson,
Lloyd, Ullman, Sidewinder.
Hatfield
Stovington
Jack
Dick
Watson
Al
Hallorann
Roger
Lloyd
Grady
Durkin
Tony
DerwentHotel
Florida
Overlook
Torrance
Boulder
Dad
Redrum
Sidewinder
Ullman
Shockley
Edmonds
Mom
Colorado
George
Denver
Wendy
Danny
11. Summary
● Identified three plot lines, including characters
and locations
● Identified “most important” characters
● Network as a navigational chart of the book
● Almost no reading involved!