With so many movies available, it’s easy to think of movies that are similar to each other. What if you can find natural language processing and machine learning to categorize movies based on their plot summaries? With this movie similarity dataset, you’ll do exactly that. This advanced Python project offers challenges in exploratory data analysis, text mining, and trend analysis. The most advanced task involves constructing a network graph to analyze professional relationships among cast members and directors, requiring skills in complex data manipulation and graph theory. This project provides a robust platform for applying advanced data science techniques to real-world data.
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