**Outline:**
<br>
10:00-11:00 R and Topic Modeling in R
1. Download R, then R Studio
2. Power-point on R
3. Hands-on Topic modeling in R (run through R Script)
11:00-11:30 Applications of Topic Modeling
- Using metadata (like year the document was created)
- Topic modeling in other languages
- Visualizing results
- How do you choose the number of topics?
- How much data is needed?
11:30-11:45 Break
11:45-1:00 Network Analysis
1. Power-point on network analysis
2. Introduction to “GraphCommons” an online tool for network analysis
3. Hands-on network analysis in GraphCommons using own network data
4. Hands-on network analysis in GraphCommons using the Zachary Karate Club Dataset
**What you will need:**
<br> Download R: https://cran.r-project.org/
<br> Download R Studio:https://www.rstudio.com/products/rstudio/download/
<br> Graph Commons Account
<br> Zachary Karate Dataset (in OSF for this Week, this data set is in two CSVs)
