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Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites: Unlocking the Data within Facebook, Twitter and Other Sites - Softcover

Russell, Matthew A.

 
9781449388348: Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites: Unlocking the Data within Facebook, Twitter and Other Sites
Softcover
ISBN 10: 1449388345 ISBN 13: 9781449388348
Verlag: O'Reilly & Associates, 2011

Inhaltsangabe

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 landscape
  • Use 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 collect
  • Explore social connections in microformats with the XHTML Friends Network
  • Apply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detection
  • Build 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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Über die Autorin bzw. den Autor

Matthew Russell, Vice President of Engineering at Digital Reasoning Systems (http://www.digitalreasoning.com/) and Principal at Zaffra (http://zaffra.com), is a computer scientist who is passionate about data mining, open source, and web application technologies. He’s also the author of Dojo: The Definitive Guide (O’Reilly).

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Verlag
O'Reilly & Associates
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
1449388345
ISBN 13 
9781449388348
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
332
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar