Dictionary-Based Text Analysis

Описание: In this video, Professor Chris Bail of Duke University introduces dictionary-based text analysis methods, and discusses the tradeoffs of different lexicons for studying human behavior and computational social science. Link to slides: https://compsocialscience.github.io/s... Links to more content discussed in this video are posted below.

Link to the annotated code: https://github.com/compsocialscience/...

Link to articles and websites discussed in this video:
1. Experimental evidence of massive-scale emotional contagion through social networks: https://www.pnas.org/content/111/24/8788

2. Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures: https://science.sciencemag.org/conten...

3. Channeling Hearts and Minds: Advocacy Organizations, Cognitive-Emotional Currents, and Public Conversation: https://journals.sagepub.com/doi/full...

4. Comparing and combining sentiment analysis methods: https://dl.acm.org/doi/abs/10.1145/25...

5. SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods: https://link.springer.com/content/pdf...