| Topic |
Slides + Notes |
Code/Data |
Introduction to Network Analysis
Terminology, Software, and Visualization |
Slides
Guide to visualization in R |
Slack Visualization in R (Code)
2021 Slack Network (.zip)
Fortune Interactive Graph (.RData)
|
Exploratory Analysis
Descriptive Statistics |
Slides
Suggested Worksheet 1
Solutions |
2020 Slack Network (.gml)
|
| Centrality |
Slides
|
|
Clustering
Community Detection |
Slides
|
Spectral clustering demo
NCAA Basketball 2021 Raw Scores (.csv)
NCAA Basketball 2021 (.gml)
NCAA Basketball 2021 (.RData)
Min. Spanning Trees demo
NCAA 2019 (R iGraph)
NCAA 2020 (R iGraph)
|
Hypothesis Testing
|
Slides
Lecture Video
Suggested Worksheet 2
Selected Solutions
|
Demo Video
Consulting Examples (R code)
Fortune Int Data [same as day 1] (R data)
Slack Examples (R code)
Slack Data [same as day 1] (.zip)
|
| FINAL EXAM OR PROJECT |
Homework Assignment
(Car Insurance Fraud Detection)
|
Data Dictionary and Scenario Description |
Car Insurance Claims/Employees (R data)
|
|
Text Summarization using Centrality
(Special Topics)
|
Slides |
R Code
Article 1
Article 2
|