September 2016
Beginner to intermediate
326 pages
6h 47m
English
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Chapter 9. Graph Analytics with GraphX
Graph analytics enables finding relationship patterns in data. This chapter is aimed at introducing graph processing techniques that are generally used in page ranking, search engines, finding relationships in social networks, finding the shortest paths between two places, recommending products, and many more applications.
In this chapter, we will cover the following topics:
- Introducing graph processing
- Getting started with GraphX
- Analyzing flight data using GraphX
- Introducing GraphFrames
Introducing graph processing
As the number of users increases to millions in large organizations, traditional relational database performance will be degraded while finding relationships between these users. For example, finding ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.