finelybook
0199639604
Data Science and Complex Networks: Real Case Studies with Python
by 作者: Guido Caldarelli - Alessandro Chessa
ISBN-10 书号: 0199639604
ISBN-13 书号: 9780199639601
Edition 版本: 1
Publisher Finelybook 出版日期: 2016-11-15
Pages: 136
Book Description
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.
Contents
Chapter 1 Food Webs
Chapter 2 International Trade Networks And World Trade Web
Chapter 3 The Internet Network
Chapter 4 World Wide Web,Wikipedia,And Social Networks
Chapter 5 Financial Networks
Chapter 6 Modelling
