Mideast Graph 3: Slate Middle East Friendship

July 23, 2014

(This article was first published on sweissblaug, and kindly contributed to R-bloggers)

Slate recently published a great info-graphic about Middle-East Relationships. It shows the relationships (Friend, Enemy, or Complicated) of 13 countries / organizations and the relationships between each pair. One draw back of the chart is that it doesn’t show if countries / organizations cluster among each other. This post will attempt to rectify that drawback. 
From a previous post, I used an matrix decomposition of the laplacian matrix and plotted the smallest two eigenvectors against each other. The graphs below follow the same methodology and you can find code here. To give weights to the network matrix, I assigned values of 1, -1, and 0 for Friend, Enemy, and Complicated. 
Below is the resulting graph with red lines indicating Enemy and blue lines indicated Friends.  
The above graph shows 3 possible clusters. Turkey, Palestinian Authority, and Hamas are close to each other in lower left corner. In top right there is United States, Egypt, and Israel. Lower Left shows Iraq, Syria, Hezbollah and Iran.  
Since both ISIS and Al-Qaida have no Friend relationships and the goal of this was to see if there were clusters of friends / enemies I removed these organizations and redid analysis. Below is the result.

Here we can see much clearer distinction of relationship clusters. United States, Israel, and Egypt form one with Saudi Arabia as possibly a ‘member’ of that group. Iraq, Syria, Hezbollah and Iran have a defined cluster, which makes sense as they are all dominated by Shias. Finally, there is Turkey, Palestinian Authority and Hamas. I was surprised to see Turkey so close with Palestinian Authority and Hamas. But seeing as Turkey has been a supporter of Palestinians now and in past, maybe I shouldn’t be. Also, surprising that there are no Arab countries close with Palestinians now.

The Mideast Conflict is sort of a 3 way standoff with Shias in one corner, Sunnis friendly to US / Israel in another, and Turkey trying to gain influence in a region it once controlled in the final corner.


To leave a comment for the author, please follow the link and comment on their blog: sweissblaug.

R-bloggers.com offers daily e-mail updates about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave, LaTeX, SQL, Eclipse, git, hadoop, Web Scraping) statistics (regression, PCA, time series, trading) and more...

If you got this far, why not subscribe for updates from the site? Choose your flavor: e-mail, twitter, RSS, or facebook...

Comments are closed.


Mango solutions

plotly webpage

dominolab webpage

Zero Inflated Models and Generalized Linear Mixed Models with R

Quantide: statistical consulting and training





CRC R books series

Six Sigma Online Training

Contact us if you wish to help support R-bloggers, and place your banner here.

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)