Data science and complex networks : 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.
By: Caldarelli, Guido [author.].
Contributor(s): Chessa, Alessandro [author.].
Publisher: Oxford : Oxford University Press, 2016Edition: First edition.Description: viii, 130 pages : illustrations ; 25 cm.Content type: text | still image Media type: unmediated Carrier type: volumeISBN: 9780199639601.Other title: Data science & complex networks [Cover title].Subject(s): System analysis | Computer networks | Big data | Python (Computer program language) | Big data | Computer networks | Python (Computer program language) | System analysisGenre/Form: Print books.| Current location | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|
| On Shelf | T57.85 .C36 2016 (Browse shelf) | Available | AU00000000012724 |
Browsing Alfaisal University Shelves , Shelving location: On Shelf Close shelf browser
|
|
|
|
|
|
|
||
| T57.74 .K96 2014 Introduction to linear optimization and extensions with MATLAB® / | T57.74 .S547 2015 Linear and integer optimization : theory and practice / | T57.83 .S65 2011 Dynamic programming : foundations and principles / | T57.85 .C36 2016 Data science and complex networks : real cases studies with Python / | T57.85 .M46 2020 A first course in network science / | T57.9 .G38 2012 Analysis of queues : methods and applications / | T57.95 .F73 2009 Decision behaviour, analysis and support / |
Includes bibliographical references (pages 122-128) and index.
Food Webs -- International Trade Networks and World Trade Web -- The Internet Network -- World Wide Web, Wikipedia and Social Networks -- Financial Networks -- Modelling.
"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."--