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
Index
Index
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A
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B
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C
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D
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E
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G
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M
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N
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P
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R
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S
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T
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U
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V
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W
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Y
_
__init__() (ysights.models.Agents method)
,
[1]
(ysights.models.Posts method)
,
[1]
(ysights.models.YDataHandler method)
,
[1]
A
add_agent() (ysights.models.Agents method)
add_post() (ysights.models.Posts method)
adoption_rate() (in module ysights.algorithms.topics)
agent_emotions() (ysights.models.YDataHandler method)
agent_hashtags() (ysights.models.YDataHandler method)
agent_id_by_post_id() (ysights.models.YDataHandler method)
agent_interests() (ysights.models.YDataHandler method)
agent_mapping() (ysights.models.YDataHandler method)
agent_post_ids() (ysights.models.YDataHandler method)
agent_posts_visibility() (ysights.models.YDataHandler method)
agent_reactions() (ysights.models.YDataHandler method)
agent_recommendations() (ysights.models.YDataHandler method)
agent_toxicity() (ysights.models.YDataHandler method)
Agents (class in ysights.models)
agents() (ysights.models.YDataHandler method)
agents_by_feature() (ysights.models.YDataHandler method)
B
binned_similarity_per_degree() (in module ysights.viz.profiles_viz)
C
comments_per_post_distribution() (in module ysights.viz.global_trends)
contents_per_user_distributions() (in module ysights.viz.global_trends)
custom_query() (ysights.models.YDataHandler method)
D
daily_contents_trends() (in module ysights.viz.global_trends)
daily_reactions_trends() (in module ysights.viz.global_trends)
E
ego_network() (ysights.models.YDataHandler method)
ego_network_follower() (ysights.models.YDataHandler method)
ego_network_following() (ysights.models.YDataHandler method)
engagement_momentum() (in module ysights.algorithms.recommenders)
G
get_agents() (ysights.models.Agents method)
get_posts() (ysights.models.Posts method)
M
mention_ego_network() (ysights.models.YDataHandler method)
mention_network() (ysights.models.YDataHandler method)
module
ysights.algorithms
ysights.algorithms.paradox
ysights.algorithms.profiles
ysights.algorithms.recommenders
ysights.algorithms.topics
ysights.models
ysights.viz
ysights.viz.global_trends
ysights.viz.paradox_viz
ysights.viz.profiles_viz
ysights.viz.recommendations
ysights.viz.topics_viz
N
number_of_agents() (ysights.models.YDataHandler method)
P
paradox_density_scatter() (in module ysights.viz.paradox_viz)
paradox_histogram() (in module ysights.viz.paradox_viz)
paradox_size_impact() (in module ysights.viz.paradox_viz)
peak_engagement_time() (in module ysights.algorithms.topics)
personalization_balance_score() (in module ysights.algorithms.recommenders)
Posts (class in ysights.models)
posts() (ysights.models.YDataHandler method)
posts_by_agent() (ysights.models.YDataHandler method)
profile_similarity_distribution() (in module ysights.viz.profiles_viz)
profile_similarity_vs_degree() (in module ysights.viz.profiles_viz)
profile_topics_similarity() (in module ysights.algorithms.profiles)
R
recommendations_per_post() (ysights.models.YDataHandler method)
recommendations_per_post_distribution() (in module ysights.viz.recommendations)
recommendations_per_post_per_user() (ysights.models.YDataHandler method)
recommendations_vs_comments() (in module ysights.viz.recommendations)
recommendations_vs_reactions() (in module ysights.viz.recommendations)
round_to_time() (ysights.models.YDataHandler method)
S
sentiment_diffusion_metrics() (in module ysights.algorithms.recommenders)
social_network() (ysights.models.YDataHandler method)
T
tending_topics() (in module ysights.viz.global_trends)
time_range() (ysights.models.YDataHandler method)
time_to_round() (ysights.models.YDataHandler method)
topic_density_temporal_evolution() (in module ysights.viz.topics_viz)
topic_spread() (in module ysights.algorithms.topics)
trending_emotions() (in module ysights.viz.global_trends)
trending_hashtags() (in module ysights.viz.global_trends)
U
user_visibility_vs_neighbors() (in module ysights.algorithms.paradox)
V
visibility_paradox() (in module ysights.algorithms.paradox)
visibility_paradox_population_size_null() (in module ysights.algorithms.paradox)
W
wraps() (ysights.models.YDataHandler method)
Y
YDataHandler (class in ysights.models)
ysights.algorithms
module
ysights.algorithms.paradox
module
ysights.algorithms.profiles
module
ysights.algorithms.recommenders
module
ysights.algorithms.topics
module
ysights.models
module
ysights.viz
module
ysights.viz.global_trends
module
ysights.viz.paradox_viz
module
ysights.viz.profiles_viz
module
ysights.viz.recommendations
module
ysights.viz.topics_viz
module