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I.O.U.S.A.: Measurement, Cast & Companion book
I.O.U.S.A. is a 2008 American documentary film directed by Patrick Creadon. The film focuses on the shape and impact of the United States national debt. The film features Robert Bixby, director of the Concord Coalition, and David Walker, the former U.S. Comptroller General, as they travel around the United States on a tour to let communities know of the…
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I.O.U.S.A. topic overview
The analysis highlights Measurement, Cast and Companion book as prominent areas in the source structure around I.O.U.S.A..
Related topics
68
Source areas
5
Connected nodes
73
Extracted relationships
75
Concept neighborhoods
23
Bridge connections
73
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Cast · 30 topics
Overview · 16 topics
Companion book · 12 topics
Post-festival change · 5 topics
Reception · 5 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Box office
$825,037
Budget
$500,000
Cinematography
Patrick Creadon
Country
United States
Directed by
Patrick Creadon
Distributed by
Roadside Attractions
Explore all related topics Closing gaps
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
How I.O.U.S.A. connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around I.O.U.S.A. shows recurring relationship patterns in the source. For example, I.O.U.S.A. → Addison Wiggin, Agora Financial's Managing Editor, Alan Greenspan, Alice Rivlin, America's, Arthur Laffer, Bill Bonner, Bonner, David Walker, Debt, Empire, ISBN, It, James Areddy, John Wiley, Kate Incontrera, Lock-gray-alt-2, Lock-green, Lock-red-alt-2, Paul O'Neill Another extracted example is I.O.U.S.A. → After, Agora Financial, Arthur Burns, Aug, CEO, Chair, Comptroller General, Federal Reserve, In, In February, January, Nixon, Peterson Foundation, Sundance Film Festival, The, The Peter, Walker. Use these groups to spot repeated connection types before inspecting the individual relationships.
I.O.U.S.A.
Top relations
related to Companion book· 32
I.O.U.S.A. → Addison Wiggin, Agora Financial's Managing Editor, Alan Greenspan, Alice Rivlin, America's, Arthur Laffer, Bill Bonner, Bonner, David Walker, Debt, Empire, ISBN, It, James Areddy, John Wiley, Kate Incontrera, Lock-gray-alt-2, Lock-green, Lock-red-alt-2, Paul O'Neill
related to Post-festival change· 17
I.O.U.S.A. → After, Agora Financial, Arthur Burns, Aug, CEO, Chair, Comptroller General, Federal Reserve, In, In February, January, Nixon, Peterson Foundation, Sundance Film Festival, The, The Peter, Walker
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 75 structured relationships around I.O.U.S.A.. Examples in this analysis include I.O.U.S.A. → Box office → $825,037 and I.O.U.S.A. → Budget → $500,000. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
I.O.U.S.A.
Box office
$825,037
1.00
infobox
I.O.U.S.A.
Budget
$500,000
1.00
infobox
I.O.U.S.A.
Cinematography
Patrick Creadon
1.00
infobox
I.O.U.S.A.
Country
United States
1.00
infobox
I.O.U.S.A.
Directed by
Patrick Creadon
1.00
infobox
I.O.U.S.A.
Distributed by
Roadside Attractions
1.00
infobox
I.O.U.S.A.
Edited by
Doug Blush
1.00
infobox
I.O.U.S.A.
Language
English
1.00
infobox
I.O.U.S.A.
Music by
Peter Golub
1.00
infobox
I.O.U.S.A.
Produced by
Christine O'Malley Sarah Gibson
1.00
infobox
I.O.U.S.A.
Release date
August 22, 2008 (2008-08-22)
1.00
infobox
I.O.U.S.A.
Running time
85 min.
1.00
infobox
I.O.U.S.A.
Starring
David Walker
1.00
infobox
I.O.U.S.A.
Starring
Robert Bixby
1.00
infobox
I.O.U.S.A.
Written by
Patrick Creadon Christine O'Malley Addison Wiggin
1.00
infobox
I.O.U.S.A.
is a
2008 American documentary film directed by Patrick Creadon
0.90
text
No triples extracted yet.
Related concept clusters Concept neighborhoods
Concept neighborhoods group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around I.O.U.S.A. bring nearby vocabulary together. In this analysis, examples include United, Budget and National. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
documentary film
Coalition
Concord
Cut
January
Leadership
Sundance
Bixby
Budget
Savings
States
United
Directed
2008 sundance film festival
January
Tour
Cut
Patrick
Coalition
Concord
Leadership
Sundance
Bixby
Budget
Savings
States
sundance film festival
January
Tour
Cut
Patrick
Coalition
Concord
Leadership
Sundance
Bixby
Budget
Savings
States
robert bixby
David
Robert
Walker
Buffett
Includes
Paul
Warren
Coalition
Concord
Directed
Creadon
Leadership
david walker
Robert
Walker
Warren
Bill
Buffett
Includes
Paul
Peter
Peterson
Directed
Patrick
Book
companion book
Also
Buffett
Includes
Leadership
Paul
See
Warren
Budget
Personal
Savings
David
Peterson
national debt
National
States
United
Deficit
Trillion
Also
Personal
Savings
Tour
Trade
Film
Make
patrick creadon
Patrick
Directed
January
Peter
Sundance
Bixby
David
Robert
Documentary
Walker
Film
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For I.O.U.S.A., one of the stronger structural bridges in this analysis connects I.O.U.S.A. with Cast. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
I.O.U.S.A.
Nodes74
Edges73
Triples75
Avg. degree1.97
Density0.027027
Components1
Source & methodology
TTTA analyzes the structure around I.O.U.S.A. to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Measurement, Cast & Companion book, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
