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Mining the Social Web

Mining the Social Web Image

Book Details:

Publisher:O'Reilly
Series: OReilly
Author:Matthew A. Russell
Edition:1
ISBN-10:1449388345
ISBN-13:9781449388348
Pages:360
Published:Feb 15 2011
Posted:Jun 02 2017
Language:English
Book format:PDF
Book size:6.81 MB

Book Description:

Want to tap the tremendous amount of valuable social data in Facebook, Twitter, LinkedIn, and Google+? This refreshed edition helps you discover who';s making connections with social media, what they';re talking about, and where they';re located. You';ll learn how to combine social web data, analysis techniques, and visualization to find what you';ve been looking for in the social haystack-as well as useful information you didn';t know existed.Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools.Get a straightforward synopsis of the social web landscapeUse adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, LinkedIn, and Google+Learn how to employ easy-to-use Python tools to slice and dice the data you collectExplore social connections in microformats with the XHTML Friends NetworkApply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detectionBuild interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits"A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data."--Alex Martelli, Senior Staff Engineer, Google

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