Social media analysis is something that important when you want to know who are the center points of networks. then this slide help you analyzing social media connection using NetworkX

1. Social Network Analysis dengan
NetworkX
Andreas Chandra
linkedin.com/in/chandraandreas

2. Contents
● Overview
● Connectivity
● Analyzing Graph

3. Overview

4. Social Network Analysis
convergeforimpact.com

5. What is?
Social network analysis [SNA] is the mapping and measuring of relationships and
flows between people, groups, organizations, computers, URLs, and other
connected information/knowledge entities.

6. Connection

7. Use Case
Network of U.S. political blogs by Adamic and Glance (2004)

8. Questions that answered by SNA
● Who is the influencer?
● How many luster of the network?
● How long one node to reach another notde?

9. Network Type
Directed & Undirected
Facebook Undirected
Twitter Directed
Instagram Directed
Email Directed

10. Definition
Node
Edge
Node

11. Edge Attributes
● Weight
● Color
6
Friend

12. Node Attributes
● Role
● Size Manager
staff

13. NetworkX

14. NetworkX
NetworkX is a Python package for the creation, manipulation, and study of the
structure, dynamics, and functions of complex networks.

15. Installation
pip install networkx
pip install --upgrade networkx
dependencies:
● NumPy (>= 1.12.0)
● SciPy (>= 0.19.0)
● pandas (>= 0.20.0)
● Matplotlib (>= 2.0.2)
● PyGraphviz and pydot (>= 1.2.3)
● PyYAML
● gdal
● lxml

16. Getting Started
import networkx as nx
import matplotlib.pyplot as plt
G = nx.Graph()

17. Basic Graph

18. Do It More
https://www.datacamp.com/community/tutorials/networkx-pytho
n-graph-tutorial