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Data science and complex networks: real case studies with Python
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Catalogue Information
Field name
Details
Dewey Class
003 (DDC 23)
Title
Data science and complex networks : real case studies with Python ([EBook]) / Guido Caldarelli and Alessandro Chessa
Author
Caldarelli, Guido
Added Personal Name
Chessa, Alessandro
Other name(s)
Oxford Scholarship Online
Publication
Oxford, U.K. : Oxford University Press , 2016
Physical Details
1 online resource
ISBN
9780191782916
Note
Print publication date: 2016. - Print ISBN-13: 9780199639601. - Published to Oxford Scholarship Online: December 2016
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.:
Mode of acces to digital resource
Digital reproduction.- Oxford : Oxford University Press, 2016. - Mode of access : World Wide Web. - System requirements : Internet Explorer 6.0 (or higher) of Firefox 2.0 (or higher). Available as searchable text in HTML format.
System details note
Online access to this digital book is restricted to subscribing institutions through IP address (only for internal SISSA users)
Internet Site
http://dx.doi.org/10.1093/acprof:oso/9780199639601.001.0001
Links to Related Works
Subject References:
Big Data
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Computer networks
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Python (Computer program language)
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System analysis
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Authors:
Caldarelli, Guido
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Chessa, Alessandro
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Corporate Authors:
Oxford Scholarship Online
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Classification:
003 (DDC 23)
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