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degrees-of-separation

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This project utilizes PySpark RDD and the Breadth-first Search (BFS) algorithm to find the shortest path and degrees of separation between two given Marvel superheroes based on based on their appearances together in the same comic books, empowering users to discover connections between their favourite superheroes in the Marvel universe.

  • Updated Jun 29, 2024
  • Jupyter Notebook

Using the Star Wars social network graph available on Kaggle, I quantify gender representation in the first seven Star Wars films by calculating the percentage of interactions that are between two women, two men, and other combinations. I also calculate the degree of separation between female characters using breadth-first search.

  • Updated May 26, 2023
  • Rust

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