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Advanced Algorithms And Graph Mining Project - Computer Engineering Master's degree @unifi

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Analysis and Study of the Wikipedia Graph

This project focuses on the topological analysis of a graph derived from Wikipedia. The analyses performed include:

  • Creation of directed and undirected graphs from structured datasets.
  • Calculation of the following network metrics:
    • Indegree, outdegree, and total degree.
    • Identification of key nodes for each metric.
  • Exploration of the graph's topological properties.

Tools and Libraries

The project leverages the following tools and libraries:

  • Python: Programming language for data analysis and graph processing.
  • NetworkX: For graph creation and manipulation.
  • iGraph: For advanced graph computations.
  • Matplotlib: For visualization of graph structures and metrics.
  • Pandas: For handling tabular data and datasets.

Presentation

For a detailed description of methodologies, results, and conclusions, refer to the included presentation.

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Advanced Algorithms And Graph Mining Project - Computer Engineering Master's degree @unifi

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