#graph analysis

It’s been a while... :)

It’s never too late to organize old information, right?

 For solution of this Assignment Contact Us at We deliver original Work. [email protected] Please, analyse the graphs and write a conclusion based on the graphs and evaluation of the project.

A few months ago, mathematicians Andrew Beveridge and Jie Shan published Network of Thrones in Math Horizon Magazine where they analyzed a network of character interactions from the novel “A Storm of Swords”, the third book in the popular “A Song of Ice and Fire” and the basis for the Game of Thrones TV series. In their paper they detail how they constructed the network of character interactions by using text analysis and entity extraction to find characters mentioned together in the text. They then applied social network analysis algorithms to the network to find the most important characters in the network and a community detection algorithm to find clusters of characters.

Graph Analysis for Preschool

When I first learned that I needed to cover graph analysis with B, I panicked. How can I explain the x- and y- axis to a three-year old? And my rambling questions went on and on…

Graph analysis doesn’t have to be scary. However, it is something that you should explore with your preschoolers. Giving them the opportunity to create, read, and learn about graphs is a lifelong skill and one that can…

'Life is a journey, not a destination.' This is my favorite quote from Ralph Waldo Emerson and it's the essence of "Overlanding". My love of adventure, travel and engineering is what draws me to Overlanding. Have a look at my Overland Exploration collection on Medium and you'll see what I mean.

I'm also into data and technology. As CTO of Little Bird I spend my days analyzing social networks and developing approaches to help extract valuable information from the social graph.

The other week I decided to use this social graph approach to identify the best accounts to follow on Twitter for Overland information. From that I created a Top 10 Overland Adventure List and finally a TreeMap. Several people asked me how I identified these accounts, so here it goes...

Most companies these days use primitive measures to determine "influence". They typically look at 1. Who has the most followers? 2. Who says particular keyword? with this approach you end up with folks like Kim Kardashian and Justin Bieber being influencers in practically everything.

For my top 10 list I started with a Little Bird report on Overlanding. The way this report works is it starts with some "seeds" which are examples I provided of exemplary Overland accounts. From there the software crawls the social graph looking at RELATIONSHIPS not follower counts or keywords. (friends, friend-of-friends, etc). At that point we calculate indegrees which simply put is "contextual popularity" not "absolute popularity". Of all these Overland accounts which accounts garner the most respect from other Overland accounts? It's a simple form of peer validation.

To get to my top 10 I didn't just stop when I had the accounts with the highest indegrees. (If I had stopped then my list would have been folks like @earthXplorer @lonelyplanet @NatGeoTravel @vagabondish @earthXplorer ). What I was looking for was the "under the radar" type of accounts. Those accounts that may not have hit "main stream" just yet but have garnered a ton of respect from the community. To do this I took the total indegrees and divided it by the total followers. (contextual popularity / absolute popularity) and there I found what I was after:@the4x4podcast @Motojournalism @worldcyclevideo @OverlandExperts @AmericanSahara @croyle @ExplorElements @LostWorldExp @OverlandSphere @africaoverland

Crunched a bunch of data on #overlanding @LostWorldExp @OverlandSphere @africaoverland @croyle @ExplorElements pic.twitter.com/TZ81kXTWSd

The more I talk to enterprise data analysts and data scientists from a wide range of industries, the more convinced I am that graph analysis is the key for unlocking insights hidden in enterprise big data. Visual-based analytics like graph analysis can reveal unexpected and unknown relationships, pa…

Graph Analytics, Graph Analytics Technologies, Graph Analysis, And Data Graph Analytics first appeared on blog.batteries4less.com.