| # | Tutorial | Topics | |
|---|---|---|---|
| 1 | R Basics & tidyverse | dplyr, pipes, joins | Launch ↗ |
| 2 | Data Visualization | ggplot2, bar, scatter, facet | Launch ↗ |
| 3 | Regression | OLS, multivariate, interactions | Launch ↗ |
| 4 | Panel Data & Fixed Effects | FE, two-way FE, DiD | |
| 5 | Text Analysis | TF-IDF, keyword frequency | |
| 6 | Network Analysis | centrality, community detection | |
| 7 | Roll Call Analysis | voting patterns, ideal points | Launch ↗ |
| 8 | Bill Success | passage rates, survival | Launch ↗ |
| 9 | Speech Patterns | committee speech analysis |
| # | Chapter | Topics |
|---|---|---|
| 1 | Setup | Google AI Studio API, SDK, connection test |
| 2 | Embedding | audio, video, multimodal strategies |
| 3 | Analysis | cosine similarity, UMAP, HDBSCAN |
| 4 | Panel Design | aggregation, FE regression, event study |