21 Recipes for Mining Twitter - Helion

ebook

Autor: Matthew A. Russell
ISBN: 978-14-493-0385-3
stron: 76, Format: ebook
Data wydania: 2011-01-31
Księgarnia: Helion

Cena książki: 63,74 zł (poprzednio: 74,99 zł)
Oszczędzasz: 15% (-11,25 zł)

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Millions of public Twitter streams harbor a wealth of data, and once you mine them, you can gain some valuable insights. This short and concise book offers a collection of recipes to help you extract nuggets of Twitter information using easy-to-learn Python tools. Each recipe offers a discussion of how and why the solution works, so you can quickly adapt it to fit your particular needs. The recipes include techniques to:

Use OAuth to access Twitter data
Create and analyze graphs of retweet relationships
Use the streaming API to harvest tweets in realtime
Harvest and analyze friends and followers
Discover friendship cliques
Summarize webpages from short URLs

This book is a perfect companion to O’Reilly's Mining the Social Web.

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Spis treści

21 Recipes for Mining Twitter. Distilling Rich Information from Messy Data eBook -- spis treści

21 Recipes for Mining Twitter
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Preface
- Introduction
- Conventions Used in This Book
- Using Code Examples
- Safari Books Online
- How to Contact Us
1. The Recipes
- Using OAuth to Access Twitter APIs
  - Problem
  - Solution
  - Discussion
  - See Also
- Looking Up the Trending Topics
  - Problem
  - Solution
  - Discussion
  - See Also
- Extracting Tweet Entities
  - Problem
  - Solution
  - Discussion
  - See Also
- Searching for Tweets
  - Problem
  - Solution
  - Discussion
  - See Also
- Extracting a Retweets Origins
  - Problem
  - Solution
  - Discussion
  - See Also
- Creating a Graph of Retweet Relationships
  - Problem
  - Solution
  - Discussion
- Visualizing a Graph of Retweet Relationships
  - Problem
  - Solution
  - Discussion
  - See Also
- Capturing Tweets in Real-time with the Streaming API
  - Problem
  - Solution
  - Discussion
  - See Also
- Making Robust Twitter Requests
  - Problem
  - Solution
  - Discussion
  - See Also
- Harvesting Tweets
  - Problem
  - Solution
  - Discussion
  - See Also
- Creating a Tag Cloud from Tweet Entities
  - Problem
  - Solution
  - Discussion
  - See Also
- Summarizing Link Targets
  - Problem
  - Solution
  - Discussion
- Harvesting Friends and Followers
  - Problem
  - Solution
  - Discussion
  - See Also
- Performing Setwise Operations on Friendship Data
  - Problem
  - Solution
  - Discussion
- Resolving User Profile Information
  - Problem
  - Solution
  - Discussion
  - See Also
- Crawling Followers to Approximate Potential Influence
  - Problem
  - Solution
  - Discussion
- Analyzing Friendship Relationships such as Friends of Friends
  - Problem
  - Solution
  - Discussion
- Analyzing Friendship Cliques
  - Problem
  - Solution
  - Discussion
  - See Also
- Analyzing the Authors of Tweets that Appear in Search Results
  - Problem
  - Solution
  - Discussion
- Visualizing Geodata with a Dorling Cartogram
  - Problem
  - Solution
  - Discussion
- Geocoding Locations from Profiles (or Elsewhere)
  - Problem
  - Solution
  - Discussion
About the Author
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