| Book Description | How can you tap into the wealth of social web data to discover whoís making connections with whom, what theyíre talking about and where theyíre located? with this expanded and thoroughly revised edition, youíll 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 OíReillyís popular "problem/solution/discussion" cookbook format The example code for this unique data science book is maintained in a public GitHub repository. Itís 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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