Data-Driven Hollywood

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Algorithmic
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Algorithms
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Audience measurement
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Business models
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Central
Cinema
Classification systems
Content analyst
Content definition
Content libraries
Content professionals
Content strategy team
Content streamers
Content teams
Covid crisis
Creative production
Creative projects
Crisis
Data
Data analysis
Data analytics
Data departments
Data professionals
Data scientist studio
Decision making
Digital media
Disney
Diversity
Emergence
Entertainment data
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Evaluation
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Film
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forthcoming
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Hulu
Influence
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Legacy studios
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Los angeles
Machine learning
Marketing departments
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Measurement systems
Metrics
Netflix
Organizational arrangements
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Perceptions
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Power relations
Prime video
Production companies
Production data
Production executives
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Scientist studio streamer
Scientists
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Tools
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Product details

  • ISBN 9780691251424
  • Dimensions: 156 x 235mm
  • Publication Date: 30 Jun 2026
  • Publisher: Princeton University Press
  • Publication City/Country: US
  • Product Form: Paperback
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The rise of Hollywood’s data and algorithm specialists and their growing influence on creative decisions

In Hollywood today, thousands of data specialists work for streaming video platforms, playing a role not just in distribution and marketing but also in decisions about content and production. In Data-Driven Hollywood, Violaine Roussel examines the emergence of this new category of professionals at the heart of the Hollywood dream factory. Roussel shows how the rise of data and algorithm specialists has transformed organizations and rearranged power relationships within them. Drawing on extensive interviews and in situ observations, she describes the ways that technical “data work” carried out by professionals at streaming platforms including Netflix, Amazon Prime Video, and Disney+ has had a significant effect on creative decisions.

Rather than fetishizing data and algorithmic models, Roussel explores the practices of the professionals who shape them, manipulate them, and give them power. She examines the relationships of these workers with traditional producers, describing legitimacy struggles and the eventual stabilization of new professional arrangements. Roussel’s account of the ways that data specialists deploy algorithmic models to reinvent their industry’s approach to content, artists, and the market—the first in-depth sociological study of the rise of this new profession—reveals the new forms of power and knowledge at play in today’s Hollywood.

Violaine Roussel is professor of sociology at the University of Paris 8 and research fellow at the Paris Center for Sociological and Political Research (CRESPPA). She is the author of Representing Talent: Hollywood Agents and the Making of Movies, How to Do Politics with Art, and other books.

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