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Mine the rich data tucked away in popular social websites such as Twitter, Facebook, LinkedIn, and Instagram. With the third edition of this popular guide, data scientists, analysts, and programmers will learn how to glean insights from social media—including who’s connecting with whom, what they’re talking about, and where they’re located—using Python code examples, Jupyter notebooks, or Docker containers.In part one, each standalone chapter focuses on one aspect of the social landscape, including each of the major social sites, as well as web pages, blogs and feeds, mailboxes, GitHub, and a newly added chapter covering Instagram. Part two provides a cookbook with two dozen bite-size recipes for solving particular issues with Twitter.Get a straightforward synopsis of the social web landscapeUse Docker to easily run each chapter’s example code, packaged as a Jupyter notebookAdapt and contribute to the code’s open source GitHub repositoryLearn how to employ best-in-class Python 3 tools to slice and dice the data you collectApply advanced mining techniques such as TFIDF, cosine similarity, collocation analysis, clique detection, and image recognitionBuild beautiful data visualizations with Python and JavaScript toolkits
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Product details
Paperback: 432 pages
Publisher: O'Reilly Media; 3 edition (January 14, 2019)
Language: English
ISBN-10: 1491985046
ISBN-13: 978-1491985045
Product Dimensions:
7 x 1 x 9 inches
Shipping Weight: 1.5 pounds (View shipping rates and policies)
Average Customer Review:
5.0 out of 5 stars
1 customer review
Amazon Best Sellers Rank:
#159,298 in Books (See Top 100 in Books)
So, this is the 3rd edition of this book. The updates are great and timely as it includes Instagram in this edition. It's a good introduction to how to start data mining from social web. The language is easy to understand and follow. The authors make all their code available on GitHub, and it's relatively easy to use. Code has been updated to Python 3.Purchasers should know that there is also an option to purchase directly from the publisher that includes updates to the text of book (and if use their DropBox or Google drive sync, they update automatically). That is not currently the case with a Kindle version.Overall, if you are interested in getting started with data mining social media, this is a great tutorial.
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