2019_Oscar_Best_Picture_Prediction What factors are really matters to get the Oscar Best Picture Nomination? Movie related: genres, keywords, runtime Viewers related : vote_average and vote_count Time related: release_date Money related: revenue, budget others Model Selection Logistic Regression XGBoost Ensemble Training DATA Source: TMDB API Movie Data Plots Best Moive Genre Analysis Movies Genre Analysis Oscar Best Picture Nomination Movies' Revenues/Budgets Oscar Movie Featue Importants 2018 High Revenues Movies Prediction Based on 2018 Nov. Short Lists