The Movie Database Analysis

  1. Knowing Data / TMDB 5000 Movie Data-set
  2. How is the distribution of movies according to genres?
  3. What are the leading production companies?
  4. How are the average votes distributed among movies?
  5. Top 10 List of Movies
  6. Predicting Popularity of Movies
  7. Conclusion

1. Knowing Data / TMDB 5000 Movie Data-set

Fig. 1; TMDB Data-set summary
Figure 01; TMDB Data-set summary

2. How is the distribution of movies according to genres?

Figure 02; Distribution of movies according to genres

3. What are the leading production companies?

Figure 03; Leading production companies

4. How are the average votes distributed among movies?

Figure 04; Average vote distribution

5. Top 10 List of Movies

  • Number of votes for the day
  • Number of views for the day
  • Number of users who marked it as a “favorite” for the day
  • Number of users who added it to their “watch-list” for the day
  • Release date
  • Number of total votes
  • Previous days score
Figure 05; Top 10 Movies

6. Predicting Popularity of Movies

Figure 06; Correlation matrix of data-set
  • Budget — 0.51
  • Revenue — 0.64
  • Vote count — 0.7
Figure 07; Prediction scores

7. Conclusion

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