data licenses / NDA https://opendatacommons.org/about/

ETL

collection-id: episodes in SEE format (one digit season, two digit episodes) andor 211, 212, 213

parallelize/cache io version for UCB cluster

Potential Analysis

• Compare piracy data to Nielsen 2024-2025 titles, boxoffice mojo https://variety.com/2025/tv/news/most-popular-tv-shows-2024-25-squid-game-adolescence-1236412566/ 5 week is what they use, compared to 10, 15, 26 week

• Synthesizing full-series from first 1,2 and last 7,8

• Synthesizing gaps and or missing from existing data. For instance, Andor 201 is missing 5 days. If a week is missing 5 days, then there are only two days of sample results. Can the other five be estimated given the previous week and next week? What’s the methodology, linear fit?

• Universe-multi-year explorations
  • Data set: Star Wars universe (SWU)
  • Data set: Game of Thrones/House of the Dragon universe (GOT/HOD U)
  • Data set: Asian American Pacific Islander led media
• What can be learned about censorship in Russia, China, Iran but looking at texts that are censored or banned for release or consumption?