Mining the Social Web, 3e

Mining the Social Web, 3e
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 landscape
Use Docker to easily run each chapter's example code, packaged as a Jupyter notebook
Adapt and contribute to the code's open source GitHub repository
Learn how to employ best-in-class Python 3 tools to slice and dice the data you collect
Apply advanced mining techniques such as TFIDF, cosine similarity, collocation analysis, clique detection, and image recognition
Build beautiful data visualizations with Python and JavaScript toolkits
Descrierea produsului
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 landscape
Use Docker to easily run each chapter's example code, packaged as a Jupyter notebook
Adapt and contribute to the code's open source GitHub repository
Learn how to employ best-in-class Python 3 tools to slice and dice the data you collect
Apply advanced mining techniques such as TFIDF, cosine similarity, collocation analysis, clique detection, and image recognition
Build beautiful data visualizations with Python and JavaScript toolkits
Detaliile produsului
- Categoria: Social Networking
- Categoria: Applications of computing
- Categoria: General
- Categoria: General
- Autor: Matthew A. Russell
- Format: 230 x 170 x 22 mm
- Nr. pagini: 428 Afiseaza mai mult