ySights

Tutorials

  • Tutorials
    • Getting Started with ySights
      • What You’ll Learn
      • Prerequisites
      • 1. Importing ySights
      • 2. Initializing the Data Handler
      • 3. Exploring the Simulation
      • 4. Working with Agents
        • Filtering Agents by Feature
        • Age Distribution Visualization
      • 5. Working with Posts
      • 6. Agent Interest Profiles
        • Visualizing Interest Profile
      • 7. Custom Queries
      • Summary
      • Next Steps
    • Network Analysis with ySights
      • What You’ll Learn
      • 1. Extracting the Social Network
        • Network Density
      • 2. Degree Distribution Analysis
      • 3. Centrality Measures
        • Degree Centrality
        • Betweenness Centrality
      • 4. Mention Network
      • 5. Ego Networks
        • Visualizing an Ego Network
      • 6. Community Detection
      • 7. Network Comparison
      • Summary
      • Next Steps
    • Algorithms in ySights
      • What You’ll Learn
      • 1. Profile Similarity Analysis
      • 2. Recommendation System Metrics
        • Engagement Momentum
        • Personalization Balance Score
      • Summary
      • Next Steps
    • Visualization with ySights
      • What You’ll Learn
      • 1. Global Trends Visualization
        • Daily Content Trends
        • Daily Reactions Trends
        • Content per User Distribution
        • Trending Hashtags
        • Trending Emotions
        • Trending Topics
        • Comments Distribution
      • 2. Topic Visualization
        • Topic Density Temporal Evolution
      • 3. Profile Similarity Visualization
        • Profile Similarity Distribution
        • Similarity vs. Network Degree
        • Binned Similarity per Degree
      • 4. Recommendation System Visualization
        • Recommendations per Post
        • Recommendations vs. Reactions
        • Recommendations vs. Comments
      • 5. Saving Visualizations
      • Summary
      • Best Practices
      • Next Steps
    • Overview
    • Getting Started
    • Tutorial Contents
      • 1. Getting Started with ySights
      • 2. Network Analysis
      • 3. Algorithms
      • 4. Visualization
    • Learning Path
    • Tips for Success
    • Next Steps
    • Resources

Module Documentation

  • Models Package
    • YDataHandler
    • Agent Classes
    • Post Classes
  • Algorithms Package
    • Profile Analysis
      • Agent Profile Analysis
    • Recommender Metrics
      • Recommender System Metrics
    • Topic Analysis
      • Topic Analysis Algorithms
  • Visualization Package
    • Global Trends
      • Global Trends Visualization Functions
    • Topic Visualizations
      • Topic Visualization Functions
    • Profile Visualizations
      • Profile Visualization Functions
    • Recommendation Visualizations
      • Recommendation System Visualization Functions
ySights
  • Overview: module code

All modules for which code is available

  • ysights.algorithms.paradox
  • ysights.algorithms.profiles
  • ysights.algorithms.recommenders
  • ysights.algorithms.topics
  • ysights.models.Agents
  • ysights.models.Posts
  • ysights.models.YDataHandler
  • ysights.viz.global_trends
  • ysights.viz.paradox_viz
  • ysights.viz.profiles_viz
  • ysights.viz.recommendations
  • ysights.viz.topics_viz

© Copyright 2025, Giulio Rossetti.

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