In this video, Professor Chris Bail gives an introduction to topic models- a method for identifying latent themes in unstructured text data. Link to slides: https://compsocialscience.github.io/s... Link to the annotated code from this video: https://compsocialscience.github.io/s... Links to more content discussed in this video are posted below.
Link to articles and websites discussed in the video:
1. STM: https://www.structuraltopicmodel.com/
2. STMinsights: https://cschwem2er.github.io/stminsig...
3. LDAvis: https://cran.r-project.org/web/packag...
4. Single-topic LDA: https://github.com/g-tierney/stLDA-C_...