圖書標籤: 數據挖掘 社會化網絡 數據分析 sns Social Web O'Reilly 互聯網
发表于2024-06-20
Mining the Social Web pdf epub mobi txt 電子書 下載 2024
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.
不容易,終於讀完瞭。
評分python庫一日遊哈哈哈~
評分社交網絡裏麵的方方麵麵都有涉及,問題講的比較透徹,通過算法背後的一些數據,幫助理解follow和friend單嚮/雙嚮關係直接的細微差彆和適用場景,還有更多諸如此類的靈感
評分必須重讀
評分Enhanced book of 《社會網絡分析-方法與實踐》
刚翻了第一章,介绍了很多基于python的工具包,这些之前没有听说过,今后可以继续深入实践。 如果你用python有较长时间了,则强烈推荐。 简单罗列一下: NetworkX,for the creation, manipulation, and study of the structure, dynamics, and functions of complex network...
評分本书介绍不同的社交网络数据分析,由于内容比较宽导致各个领域介绍的不是非常的深入。twitter一节有点过时了,互联网发展太快了。本书代码网址:https://github.com/ptwobrussell/Mining-the-Social-Web
評分粗略翻了一下,发现其实更多的是工具介绍,就没有一个个耐心看完。 我是一个新手,不太懂编程,对python完全不了解,想先学点python再作为工具书查看。 这本书的例子都是国外的社交网站,对于一本看了就想马上装了python上手的书,但都是被墙了的网站觉得心痒痒挠的慌,要是...
評分刚翻了第一章,介绍了很多基于python的工具包,这些之前没有听说过,今后可以继续深入实践。 如果你用python有较长时间了,则强烈推荐。 简单罗列一下: NetworkX,for the creation, manipulation, and study of the structure, dynamics, and functions of complex network...
評分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 sho...
Mining the Social Web pdf epub mobi txt 電子書 下載 2024