Book Details:
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
Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub and More
2nd Edition
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 sitesApply advanced text-mining techniques, such as clustering and TF-IDF, to extract meaning from human language dataBootstrap interest graphs from GitHub by discoveri...
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Transform Your Business Using Social Media, Mobile Internet and Cloud Computing
Fully exploit new conditions and opportunities created by current technological changes The combined impact of social technologies, the mobile Internet, and cloud computing are creating incredible new business opportunities. They are also destroying unprepared companies, transforming industries, and leaving behind workers who are unwilling or unable to adapt. Business Models for the Social Mobile Cloud reveals a compelling view from PwC of how the social mobile cloud and a combination of new technology changes are key players in a digital transformation in business and society that is moving more quickly and cutting more deeply than any technology transformation ever seen. Explores a road map to success through adapting to technological changes ...
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