All 235 episode rows of Friends (1994-2004): numbering overall and in season, title, director, writers, ISO release date, production code, US viewers in millions, and the 18-49 rating where Wikipedia records one, with each season's episode count, rating and viewers joined on. Every episode carries its season-page description plus three NLP-derived columns built with open-source libraries: VADER sentiment (label and score), the dominant NRC-lexicon emotional tone, and which of the six friends the episode centers on.
235 rows in one CSV file, with 19 columns in total: Season, Episode_Overall, Episode_In_Season, Title, Directed_By, Written_By, Original_Release_Date, Production_Code, US_Viewers_Millions, Episode_Rating, Season_Episodes, Season_Rating, Season_Viewers_Millions, Episode_Description, Episode_Sentiment, Sentiment_Score, Episode_Tone, Centered_On, Episode_URL.
It is built by programmatically scraping en.wikipedia.org, last pulled on 2026-08-31. Datasets are versioned; older versions stay downloadable.
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