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

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Paperback. Pub Date :2013-10-17 Pages: 448 Language: English Publisher: OReilly Media How can you tap into the wealth of social web data to discover who’s making connections with whom. what they’re talking about. and where they ‘ re located With this expanded and thoroughly revised edition. you’ll 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 f…

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