Master Social Network Analysis with Our Interactive Shiny App | Step-by-Step Guide

🌐 Dive deep into Social Network Analysis with our interactive Shiny app! This comprehensive tutorial covers everything from centrality measures to community detection, network motifs, network measures, and random network models. Perfect for data enthusiasts and professionals looking to enhance their skills.

🔍 What You'll Learn:
Centrality Measures: Explore degree, betweenness, closeness, and eigenvector centrality to identify key nodes in your network.
Community Detection: Learn how to detect and analyze communities within networks to understand group dynamics.
Network Motifs: Discover repeated patterns in networks using motif analysis.
Network Measures: Calculate essential metrics like density, clustering coefficient, average path length, and network diameter.
Random Network Models: Understand and generate random networks using configuration, small-world, scale-free, and preferential attachment models.

👨‍🏫 Features of Our Shiny App:
User-Friendly Interface: Easily navigate through various functionalities with an intuitive UI.

Dynamic Data Inputs: Upload and analyze your datasets in CSV or Excel formats.

Real-Time Analysis: Visualize and interpret results instantly with interactive plots.

📊 Key Sections:

Centrality Measures:
Degree Centrality
Betweenness Centrality
Closeness Centrality
Eigenvector Centrality
Community Detection:
Identify densely connected groups within the network.
Network Motifs:
Detect statistically significant subgraphs within the network.
Network Measures:
Calculate and interpret key network metrics.
Random Network Models:
Generate and analyze different types of random networks.

🌐 Explore Further on Kaggle and HuggingFace:
Find the app's code on Kaggle to deploy and customize your version.
Join our community on HuggingFace to engage with other users and access additional resources.

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🔗 Links:
Kaggle Project: https://www.kaggle.com/organizations/...
HuggingFace Community: https://huggingface.co/P-Tech

👉 Watch this video for a comprehensive guide on utilizing our Shiny application for social network analysis, complete with step-by-step instructions and use case demonstrations.

💬 Questions or Feedback?
We’re eager to hear from you! Drop a comment below, or reach out through our social media channels. Your feedback helps us improve and expand our offerings to better meet your analytical needs.

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