Movie analytics : a Hollywood introduction to big data /: a Hollywood introduction to big data. (2015)
- Record Type:
- Book
- Title:
- Movie analytics : a Hollywood introduction to big data /: a Hollywood introduction to big data. (2015)
- Main Title:
- Movie analytics : a Hollywood introduction to big data
- 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.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.360828
- Ingest File:
- 01_325.xml