Graph Analysis and Visualization

Beschreibung

Wring more out of the data with a scientific approach toanalysis Graph Analysis and Visualization brings graph theory outof the lab and into the real world. Using sophisticated methods andtools that span analysis functions, this guide shows you how toexploit graph and network analytic techniques to enable thediscovery of new business insights and opportunities. Published infull color, the book describes the process of creating powerfulvisualizations using a rich and engaging set of examples fromsports, finance, marketing, security, social media, and more. Youwill find practical guidance toward pattern identification andusing various data sources, including Big Data, plus clearinstruction on the use of software and programming. The companionwebsite offers data sets, full code examples in Python, and linksto all the tools covered in the book. Science has already reaped the benefit of network and graphtheory, which has powered breakthroughs in physics, economics,genetics, and more. This book brings those proven techniques intothe world of business, finance, strategy, and design, helpingextract more information from data and better communicate theresults to decision-makers. * Study graphical examples of networks using clear and insightfulvisualizations * Analyze specifically-curated, easy-to-use data sets fromvarious industries * Learn the software tools and programming languages that extractinsights from data * Code examples using the popular Python programminglanguage There is a tremendous body of scientific work on network andgraph theory, but very little of it directly applies to analystfunctions outside of the core sciences - until now. Writtenfor those seeking empirically based, systematic analysis methodsand powerful tools that apply outside the lab, Graph Analysisand Visualization is a thorough, authoritative resource.

Autor*in

Richard Brath

Themen in »Graph Analysis and Visualization«

Computer Science Data Mining Data Mining & Knowledge Discovery Data Mining u. Knowledge Discovery Database & Data Warehousing Technologies Datenbank Datenbanken u. Data Warehousing Graph Theory Graphentheorie Informatik Mathematics Mathematik Visualisierung

Stimmen zu »Graph Analysis and Visualization«

Details

Link teilen