Mining the Social Web: Data Mining Facebook, Twitter, Linkedin, Google+ and more 2nd Edtion PDF
|ISBN:||9781449367619||Published:||05 Nov 2013|
|Language:||English||Publisher:||O'Reilly Media, Inc, USA|
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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 IPython Notebook, 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...