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Data Science and Complex Networks : Real Case Studies with Python

By: Guido Caldarelli Alessandro Chessa (Author)

Ksh 8,100.00
Format :

Format(s): DRM PDF

ISBN-13: 9780191024023

Publisher: OUP Oxford

Imprint: OUP Oxford

Publication Date: November 10th, 2016

Country of Publication: GB

Language: English

Pages: 136

Physical Edition EAN: 9780199639601

Category: Data analysis: general , Business & management , Statistical physics , Biology, life sciences , Data mining , Computer networking & communications , Computer science

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  • Description

  • Author Bio

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 alearning tool for scientists and practitioners, enabling them to begin working instantly in the field of Complex Networks.

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