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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

Best Moive Genre Analysis

Movies Genre Analysis

Movies Genre Analysis

Oscar Best Picture Nomination Movies' Revenues/Budgets

Oscar Best Picture Nomination Movies' Revenues/Budgets

Oscar Movie Featue Importants

Oscar Movie Featue Importants

2018 High Revenues Movies

2018 High Revenues Movies

Prediction Based on 2018 Nov. Short Lists

Prediction Based on 2018 Nov. Short Lists

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