Analyzing discourse on HBO's euphoria from Reddit commentary

Files:

• py/ : notebooks and scripts for anlaysis
  • dev/ : deprecated scripts
  • analysis.ipynb : setting scope of analysis and data cleaning
  • eda.ipynb : exploratory analysis, creating term-document matrix, frequencies and similarity scores
  • lda_general.ipynb : topic modeling with LDA on first set of comments pulled form reddit, not for a specific date range
  • tm-bert.ipynb : topic modeling with pre-trained language models using BERTopic library plus sentiment analysis
• dat/ : S1 and S2 sub ids & comments in .pkl format
• img/ : images created by notebooks and other sources for presentation
• `plots/' : plots created from scripts like word clouds, bar charts, etc.

Data:

• Reddit comments from 'r/euphoria' using psaw library
  • S1: June 16 - Aug 4 , 2019
  • S2: Jan 9 - Feb 27, 2022