Research Catalog
Data science and complex networks real cases studies with Python
- Title
- Data science and complex networks [electronic resource] : real cases studies with Python / Guido Caldarelli, IMT, Piazza S. Francesco 19, Lucca, Italy, ISC, Instituto dei Sistemi Complessi, CNR, Italy, LIMS, London Institute of Mathematical Sciences, London, UK, Linkalab, Complex Systems Computational Laboratory, Cagliari, Italy, Catchy, Laboratory of Big Data Analysis, Roma, Italy, Alessandro Chessa, IMT, Piazza S. Francesco 19, Lucca, Italy, ISC, Instituto dei Sistemi Complessi, CNR, Italy, Linkalab, Complex Systems Computational Laboratory, Cagliari, Italy, Catchy, Laboratory of Big Data Analysis, Roma, Italy.
- Author
- Caldarelli, Guido
- Publication
- Oxford : Oxford University Press, 2016.
Available Online
Details
- Additional Authors
- Chessa, Alessandro
- Uniform Title
- Data science and complex networks (Online)
- Alternative Title
- Data science and complex networks (Online)
- Data science & complex networks
- Subject
- Bibliography (note)
- Includes bibliographical references (pages 122-128) and index.
- Access (note)
- Access restricted to authorized users.
- Contents
- Food Webs -- International Trade Networks and World Trade Web -- The Internet Network -- World Wide Web, Wikipedia and Social Networks -- Financial Networks -- Modelling.
- LCCN
- 2016949583
- OCLC
- ssj0001832534
- Author
- Caldarelli, Guido.
- Title
- Data science and complex networks [electronic resource] : real cases studies with Python / Guido Caldarelli, IMT, Piazza S. Francesco 19, Lucca, Italy, ISC, Instituto dei Sistemi Complessi, CNR, Italy, LIMS, London Institute of Mathematical Sciences, London, UK, Linkalab, Complex Systems Computational Laboratory, Cagliari, Italy, Catchy, Laboratory of Big Data Analysis, Roma, Italy, Alessandro Chessa, IMT, Piazza S. Francesco 19, Lucca, Italy, ISC, Instituto dei Sistemi Complessi, CNR, Italy, Linkalab, Complex Systems Computational Laboratory, Cagliari, Italy, Catchy, Laboratory of Big Data Analysis, Roma, Italy.
- Imprint
- Oxford : Oxford University Press, 2016.
- Edition
- First edition.
- Description
- 1 online resource (viii, 130 pages) : illustrations.
- Bibliography
- Includes bibliographical references (pages 122-128) and index.
- Access
- Access restricted to authorized users.
- Summary
- "This book provides a comprehensive yet short description of the basic concepts of Complex Network theory. In contrast to other books the authors present these concepts through real case studies. The application topics span from Foodwebs, to the Internet, the World Wide Web and the Social Networks, passing through the International Trade Web and Financial time series. The final part is devoted to definition and implementation of the most important network models. The text provides information on the structure of the data and on the quality of available datasets. Furthermore it provides a series of codes to allow immediate implementation of what is theoretically described in the book. Readers already used to the concepts introduced in this book can learn the art of coding in Python by using the online material. To this purpose the authors have set up a dedicated web site where readers can download and test the codes. The whole project is aimed as a learning tool for scientists and practitioners, enabling them to begin working instantly in the field of Complex Networks."-- Publisher.
- Connect to:
- Added Author
- Chessa, Alessandro.
- Cover Title
- Data science & complex networks