Cultural Analytics (Hardcover)

Introduction: How to See One Billion Images?
Part 1: Studying Culture at Scale
Chapter 1: From New Media to More Media
Chapter 2: The Science of Culture?
Chapter 3: Culture Industry and Media Analytics
Part 2: Representing Culture as Data
Chapter 4: Types of Cultural Data
Chapter 5: Cultural Sampling
Chapter 6: Metadata and Features
Chapter 7: Language, Categories, and Senses
Part 3: Exploring Cultural Data
Chapter 8: Information Visualization
Chapter 9: Exploratory Media Analysis
Chapter 10: Methods of Media Visualization
Conclusion: Can We Think Without Categories?