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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.
Author
Caldarelli, Guido
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Format
Book
Language
English
Εdition
First edition.
Published/Created
Oxford : Oxford University Press, 2016.
Description
viii, 130 pages : illustrations ; 25 cm
Availability
Available Online
Oxford Scholarship - Oxford University Press: Physics
Copies in the Library
Location
Call Number
Status
Location Service
Notes
Engineering Library - Stacks
T57.85 .C36 2016
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Details
Subject(s)
System analysis
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Computer networks
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Big data
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Python (Computer program language)
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Author
Chessa, Alessandro
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Summary note
"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.
Bibliographic references
Includes bibliographical references (pages 122-128) and index.
Contents
Food Webs
International Trade Networks and World Trade Web
The Internet Network
World Wide Web, Wikipedia and Social Networks
Financial Networks
Modelling.
Show 3 more Contents items
Other title(s)
Data science & complex networks
ISBN
9780199639601 ((hardback))
0199639604 ((hardback))
LCCN
2016949583
OCLC
960700438
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Data science and complex networks : real cases studies with Python / Guido Caldarelli and Alessandro Chessa. [electronic resource]
id
99126747379006421