Movie analytics : a Hollywood introduction to big data /: a Hollywood introduction to big data. (2015)

• Record Type: Book
• Further Information: Note: Dominique Haughton, Mark-David McLaughlin, Kevin Mentzer, Changan Zhang.
• Authors: Haughton, Dominique; McLaughlin, Mark-David; Mentzer, Kevin; Zhang, Changan
• Contents: Acknowledgements; Contents; What Do We Know About Analyzing Movie Data?; What Does "Big Data" Mean? The Data Scientist Point of View; Visualization of Very Large Networks: The Co-starring Social Network; 1 Introduction; 2 The IMDb Data; 3 Issues with Large Datasets; 4 Configuring Python and Gephi to Use the 64-Bit Libraries; 4.1 Python; 4.2 Gephi; 5 Visualizations of the Co-starring Network; 6 The Pajek and Gephi Approaches; 6.1 The Gephi Approach; 6.2 Loading the Data; 6.3 Partitioning the Data; 6.4 Displaying the Network; 6.5 Interpreting the Data. 7 K-Core Representations of the IMDb Co-starring Network7.1 K-Core Decomposition; 8 K-Core Representations of the IMDb Co-starring Network Using LaNet-vi2; Movie Attendance and Trends; 1 Importing the Data; 2 Basic Description of the Data; 3 Weekly Number of Movie Goers; 4 Evolution of the Weekly Number of Movie Goers; 5 Trends; Oscar Prediction and Prediction Markets; 1 Oscar Prediction and Prediction Markets; Can We Predict Oscars from Twitter and Movie Review Data?; 1 Text Mining; 1.1 Twitter Movie Related Data; 1.1.1 Twitter Streaming API and Developer Account. 1.1.2 Python and "Tweepy" Library1.1.3 Python Code; 1.2 IMDb Review Data; 1.2.1 IMDb Review; 1.2.2 XPath and R XML Library; 1.2.3 Text Mining Using SAS Enterprise Miner; 1.2.4 Review Themes and Oscar Chances; 1.2.5 Sentiment Analysis; 2 Future Perspectives; Appendix: Code Needed to Perform the Analyses in Chap. 3; References.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (1 volume), illustrations (black and white, and colour)
• Subjects: 791.4/3/015; Statistics; Motion pictures -- Philosophy; Visual analytics; PERFORMING ARTS -- Reference; Motion pictures -- Philosophy; Visual analytics; Computers -- Database Management -- Data Mining; Computers -- Computer Graphics; Data mining; Graphics programming; Data mining; Computer graphics; Social Science -- Statistics; Social research & statistics; Electronic books
• Languages: English
• ISBNs: 9783319094267; 3319094262
• Related ISBNs: 9783319094250; 3319094254
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.