My OOP Semester Project- Artist Graph. Pulls data from MongoDB and Discogs API to generate graph with artist nodes and collaborators. Implements design patterns such as Adapter, Bridge, and Decorator.

Computational Linear Algebra - Python

Network Analysis: A comparative Analysis of Centrality Measures for the Brain Subregions of two Populations of Prairie Voles

Criação de grafos com a biblioteca NetworkX

Sequential and parallel implementation of different Centrality Measures.

Implementing a Graph ADT to analyze social network data from GitHub and Facebook, focusing on metrics like influence, centrality, and proximity using algorithms such as Dijkstra's

This project utilizes various metrics to analyze a graph network based on data of ENZYMES_g295

Network analysis using NetworkX library

We will get data about movies in between 1995 and 2004 from IMBD and we will perform a complete SNA

This project evolves around the concept of networks, centralities, and community detection, and infection simulation.

Repository containing an exercise of Social Network Analysis among LOTR characters

Analysis of London street gang network

This project is to analyze the network of characters in Game of Thrones and how it changes over the course of the five books of "A song of Ice and Fire" series. Jon Snow, Daenerys Targaryen, or Tyrion Lannister? Who is the most important character in Game of Thrones? Let's see what mathematics can tell us about this!

Exploratory Social Network Analysis using NetworkX. Predicting Review Rating using features derived from Network Properties.

Demo on applying the concept of network analysis on a network of connected railway stations, attempting to identify the important stations (nodes) in this network. Web scraping techniques using rvest package is also briefly discussed upon.

Python code for calculate betweenness, closeness, and degree centrality