Download Mining the Social Web: Data Mining Facebook, Twitter, by Matthew A. Russell PDF

By Matthew A. Russell

How are you able to faucet into the wealth of social net info to find who’s making connections with whom, what they’re conversing approximately, and the place they’re situated? With this extended and punctiliously revised version, you’ll the right way to gather, examine, and summarize info from all corners of the social internet, together with fb, Twitter, LinkedIn, Google+, GitHub, e mail, web content, and blogs.

  • Employ the common Language Toolkit, NetworkX, and different clinical computing instruments to mine well known social net sites
  • Apply complex text-mining innovations, similar to clustering and TF-IDF, to extract which means from human language data
  • Bootstrap curiosity graphs from GitHub by means of researching affinities between humans, programming languages, and coding projects
  • Build interactive visualizations with D3.js, a very versatile HTML5 and JavaScript toolkit
  • Take good thing about greater than two-dozen Twitter recipes, offered in O’Reilly’s well known "problem/solution/discussion" cookbook format

The instance code for this specified facts technology e-book is maintained in a public GitHub repository. It’s designed to be simply available via a turnkey digital computer that allows interactive studying with an easy-to-use selection of IPython Notebooks.

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How will you faucet into the wealth of social internet info to find who’s making connections with whom, what they’re conversing approximately, and the place they’re positioned? With this accelerated and carefully revised variation, you’ll the right way to collect, research, and summarize facts from all corners of the social net, together with fb, Twitter, LinkedIn, Google+, GitHub, e mail, web pages, and blogs.

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