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diff --git a/project_images/average rating per movie genre.png b/project_images/average_rating_per_movie_genre.png
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diff --git a/project_images/distribution of movie genres.png b/project_images/distribution_of_movie_genres.png
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diff --git a/project_images/distribution of ratings.png b/project_images/distribution_of_ratings.png
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diff --git a/project_images/top 20 highest rated movies.png b/project_images/top_20_highest_rated_movies.png
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