sna_youtube

Social Network Analysis of the channel Bioneer and connected channels at subscriber depth 1

Introduction

This project is a social network analysis of the channel Bioneer and connected channels at subscriber depth 1. The data was collected on 2023–12. The data was collected using the YouTube API.

Contents

The repository contains the following files:

• general.ipynb - Jupyter notebook with the some general information about the data (including the pagerank)
• bridges.ipynb - Jupyter notebook with the analysis of the bridges
• clustering_triangles.ipynb - Jupyter notebook with the analysis of the clustering coefficient and triangles
• degree_with_centralities.ipynb - Jupyter notebook with the analysis of the degree with centralities (betweenness, closeness, eigenvector)
• homophily_and_ei_index.ipynb - Jupyter notebook with the analysis of the homophily using various ways, including the EI index

Lastly, the analytical report is available in the following file: Report.