This video is for the Network Analysis and Visualization Workshop organized at the Virtual Annual Conference of Comparative and International Education Society 2020 (vCIES 2020) in April 2020.
There are two lecture videos for this workshop. The first video includes the theory part of my lecture and the second video file is for the practice of the igraph and Gephi with the data files.
This second session is for practice with analysis software, igraph in R and Gephi.
You can find and download the data files and R script from this GitHub address:
https://github.com/Arizonagong/vCIES2020_Network-Analysis
and the script and data files are in the "igraph" folder.
Contents
4:55 1. About Data Source
7:06 2. igraph Session
10:08 2.1. Data Pre-processing
21:07 2.2. Data Exploration
27:34 2.3. Measuring Centrality
34:05 2.4. Measuring Network Structure (the subtitle is wrong)
39:26 2.5. Network Visualization (the subtitle is wrong)
47:23 2.6. Community Detection
51:10 3. Gephi Session