Analyzing Dataset of Friendship Flow in Online Game

Nowadays, make a friends in online game is hard than what people imagined. Because to make many friends in online game you must have a good personality and skills at play the game. So, in this post will visualize that people that have a good personality will have many network to other person using gephi for the SNA (Social Network Analysis).

What is Social Network Analysis

SNA origins come from social science and network analysis (graph theory). Network analysis concerns with the formulation and solution of problems that have a network structure; such structure is usually captured in a graph. 

For the analysis the data used taken from my friendship network in Dota 2 game. I took 10 sample from my friend list :

And this is their relation between 1 person to another :

From the dataset we can get the visualization about Modularity in network of friendship :

Here we can see that :

1. Authority

2. Betweenness Centrality

3. Closeness Centrality

4. Degree Centrality

5. Eccentricity