图书标签: 数据挖掘 社会化网络 数据分析 sns Social Web O'Reilly 互联网
发表于2025-01-12
Mining the Social Web pdf epub mobi txt 电子书 下载 2025
Popular social networks such as Facebook, Twitter, and LinkedIn generate a tremendous amount of valuable social data. Who's talking to whom? What are they talking about? How often are they talking? Where are they located? This concise and practical book shows you how to answer these types of questions and more. Each chapter presents a soup-to-nuts approach that combines popular social web data, analysis techniques, and visualization to help you find the needles in the social haystack you've been looking for -- and some you didn't know were there.
With Mining the Social Web, intermediate-to-advanced Python programmers will learn how to collect and analyze social data in way that lends itself to hacking as well as more industrial-strength analysis. The book is highly readable from cover to cover and tells a coherent story, but you can go straight to chapters of interest if you want to focus on a specific topic.
Get a concise and straightforward synopsis of the social web landscape so you know which 20% of the space to spend 80% of your time on
Use easily adaptable scripts hosted on GitHub to harvest data from popular social network APIs including Twitter, Facebook, and LinkedIn
Learn how to slice and dice social web data with easy-to-use Python tools, and apply more advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detection
Build interactive visualizations with easily adaptable web technologies built upon HTML5 and JavaScript toolkits
This book is still in progress, but you can get going on this technology through our Rough Cuts edition, which lets you read the manuscript as it's being written, either online or via PDF.
via http://oreilly.com/catalog/9781449394844/
Amazon: http://www.amazon.com/Mining-Social-Web-Finding-Haystack/dp/1449388345/
Matthew Russell has completed nearly 50 publications on technology, including work that has appeared at scientific conferences and in Linux Journal and Make magazine. He is also the author of Dojo: The Definitive Guide (O’Reilly). Matthew is Vice President of Engineering at Digital Reasoning Systems and is Founder & Principal at Zaffra, a firm focused on agile web development.
redis couchdb 这本书让我认识到了NoSQL这奇葩玩意儿。作者的github上代码也很实用。我把twitter部分的一些代码换成了weibo,欢迎围观https://github.com/neko1990/Mining-Weibo/
评分尼玛...一堆API,逼死我了...
评分redis couchdb 这本书让我认识到了NoSQL这奇葩玩意儿。作者的github上代码也很实用。我把twitter部分的一些代码换成了weibo,欢迎围观https://github.com/neko1990/Mining-Weibo/
评分一般吧
评分handbook性质
虽然使用的语言是python,而且分析的网站都是国内被禁的网站,但是读完这本书后,感到很受启发,其实如果你懂了这本书中的内容,分析其他社交网站也会得心应手,比如说像国内的sina微博,人家提供的API也很有价值啊,你读完这本书,收获会很大。
评分作者的文风非常傲慢 源代码各种不解释 写作思路跳跃性强难以捉摸 而且主要实现的功能偏数据收集 所谓的数据分析只停留在浅层次上 好的地方是 接触到了一些有趣的python库:nltk做自然语言处理 networkx的网络分析 graphvis做可视化 以及以couchdb为代表的nosql 作为appetizer尚...
评分Facebook、Twitter和LinkedIn产生了大量宝贵的社交数据,但是你怎样才能找出谁通过社交媒介正在进行联系?他们在讨论些什么?或者他们在哪儿?这本简洁而且具有可操作性的书将揭示如何回答这些问题甚至更多的问题。你将学到如何组合社交网络数据、分析技术,如何通过可视化帮助你...
评分虽然使用的语言是python,而且分析的网站都是国内被禁的网站,但是读完这本书后,感到很受启发,其实如果你懂了这本书中的内容,分析其他社交网站也会得心应手,比如说像国内的sina微博,人家提供的API也很有价值啊,你读完这本书,收获会很大。
评分虽然使用的语言是python,而且分析的网站都是国内被禁的网站,但是读完这本书后,感到很受启发,其实如果你懂了这本书中的内容,分析其他社交网站也会得心应手,比如说像国内的sina微博,人家提供的API也很有价值啊,你读完这本书,收获会很大。
Mining the Social Web pdf epub mobi txt 电子书 下载 2025