Social Network Analysis dengan NetworkX

Social Network Analysis dengan NetworkX

• 1.
  Social Network Analysisdengan 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 networkanalysis [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 ofU.S. political blogs by Adamic and Glance (2004)
• 8.
  Questions that answeredby 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 aPython package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
• 15.
  Installation pip install networkx pipinstall --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 networkxas 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