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Python Social Media Analytics

You're reading from   Python Social Media Analytics Analyze and visualize data from Twitter, YouTube, GitHub, and more

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Product type Paperback
Published in Jul 2017
Publisher Packt
ISBN-13 9781787121485
Length 312 pages
Edition 1st Edition
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Authors (3):
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Baihaqi Siregar Baihaqi Siregar
Author Profile Icon Baihaqi Siregar
Baihaqi Siregar
Siddhartha Chatterjee Siddhartha Chatterjee
Author Profile Icon Siddhartha Chatterjee
Siddhartha Chatterjee
Michal Krystyanczuk Michal Krystyanczuk
Author Profile Icon Michal Krystyanczuk
Michal Krystyanczuk
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Toc

Table of Contents (10) Chapters Close

Preface 1. Introduction to the Latest Social Media Landscape and Importance FREE CHAPTER 2. Harnessing Social Data - Connecting, Capturing, and Cleaning 3. Uncovering Brand Activity, Popularity, and Emotions on Facebook 4. Analyzing Twitter Using Sentiment Analysis and Entity Recognition 5. Campaigns and Consumer Reaction Analytics on YouTube – Structured and Unstructured 6. The Next Great Technology – Trends Mining on GitHub 7. Scraping and Extracting Conversational Topics on Internet Forums 8. Demystifying Pinterest through Network Analysis of Users Interests 9. Social Data Analytics at Scale – Spark and Amazon Web Services

Introduction to authentication techniques


Getting data from different APIs requires a good understanding of the data structure and authentication techniques that allow external users to access the resources served by an API. Historically, there were multiple ways of accessing API resources, but nowadays there is one common protocol used by all the main social media networks. When you get into the developer documentation you will most probably encounter the problem of authentication referred to by an enigmatic term, OAuth.

What is OAuth?

OAuth is simply an authorization protocol that allows users to share data with an application without sharing the password. It is a way to obtain a secure authorization scheme based on a token-based authorization mechanism. There are two API authentication models using OAuth:

  • User authentication
  • Application authentication

User authentication

This is the most common form of resource authentication implementation. The signed request both identifies an application...

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