Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More

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Computational and Text Analysis Methods Web Data Mining and Analysis Information Retrieval and Data Mining

Abstract

How can you tap into the wealth of social web data to discover whos making connections with whom, what theyre talking about, and where theyre located? With this expanded and thoroughly revised edition, youll learn how to acquire, analyze, and summarize data from all corners of the social web, including Facebook, Twitter, LinkedIn, Google+, GitHub, email, websites, and blogs.Employ the Natural Language Toolkit, NetworkX, and other scientific computing tools to mine popular social web sites Apply advanced text-mining techniques, such as clustering and TF-IDF, to extract meaning from human language data Bootstrap interest graphs from GitHub by discovering affinities among people, programming languages, and coding projects Build interactive visualizations with D3.js, an extraordinarily flexible HTML5 and JavaScript toolkit Take advantage of more than two-dozen Twitter recipes, presented in OReillys popular problem/solution/discussion cookbook format The example code for this unique data science book is maintained in a public GitHub repository. Its designed to be easily accessible through a turnkey virtual machine that facilitates interactive learning with an easy-to-use collection of IPython Notebooks.

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