/Bayesian_Modeling_on_Movie_Data

This is the final project for the "Bayesian Analysis" course, which is the third course of the "Statistics with R Specialization" of Duke University.

Primary LanguageHTMLGNU General Public License v3.0GPL-3.0

Information about the data:

Data set has 651 randomly sampled movies produced before 2016 from IMDB and Rotten Tomatoes APIs.

Information about the variables:

  1. title: Title of movie
  2. title_type: Type of movie (Documentary, Feature Film, TV Movie)
  3. genre: Genre of movie (Action & Adventure, Comedy, Documentary, Drama, Horror, Mystery & Suspense, Other)
  4. runtime: Runtime of movie (in minutes)
  5. mpaa_rating: MPAA rating of the movie (G, PG, PG-13, R, Unrated)
  6. studio: Studio that produced the movie
  7. thtr_rel_year: Year the movie is released in theaters
  8. thtr_rel_month: Month the movie is released in theaters
  9. thtr_rel_day: Day of the month the movie is released in theaters
  10. dvd_rel_year: Year the movie is released on DVD
  11. dvd_rel_month: Month the movie is released on DVD
  12. dvd_rel_day : Day of the month the movie is released on DVD
  13. imdb_rating: Rating on IMDB
  14. imdb_num_votes: Number of votes on IMDB
  15. critics_rating: Categorical variable for critics rating on Rotten Tomatoes (Certified Fresh, Fresh, Rotten)
  16. critics_score: Critics score on Rotten Tomatoes
  17. audience_rating: Categorical variable for audience rating on Rotten Tomatoes (Spilled, Upright)
  18. audience_score: Audience score on Rotten Tomatoes
  19. best_pic_nom: Whether or not the movie was nominated for a best picture Oscar (no, yes)
  20. best_pic_win: Whether or not the movie won a best picture Oscar (no, yes)
  21. best_actor_win: Whether or not one of the main actors in the movie ever won an Oscar (no, yes) – note that this is not necessarily whether the actor won an Oscar for their role in the given movie
  22. best_actress win: Whether or not one of the main actresses in the movie ever won an Oscar (no, yes) – not that this is not necessarily whether the actresses won an Oscar for their role in the given movie
  23. best_dir_win: Whether or not the director of the movie ever won an Oscar (no, yes) – not that this is not necessarily whether the director won an Oscar for the given movie
  24. top200_box: Whether or not the movie is in the Top 200 Box Office list on BoxOfficeMojo (no, yes)
  25. director: Director of the movie''
  26. actor1: First main actor/actress in the abridged cast of the movie
  27. actor2: Second main actor/actress in the abridged cast of the movie
  28. actor3: Third main actor/actress in the abridged cast of the movie
  29. actor4: Fourth main actor/actress in the abridged cast of the movie
  30. actor5: Fifth main actor/actress in the abridged cast of the movie
  31. imdb_url: Link to IMDB page for the movie
  32. rt_url: Link to Rotten Tomatoes page for the movie