Getting Started and Formalizing Networks-University of California Computational Social Science (UCCSS)
What is this Specialization About?
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About UCCSS
Getting Started and Formalizing Networks-Getting Started
A Note From UC Davis
Course Introduction
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Getting Started and Formalizing Networks-How Can We Formalize Networks?
Social Equals Network
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Nodes
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Links
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Nodes and/or Links
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Strength of Ties
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Formalizing Networks
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Social Network Analysis-Structure of Networks
Module Introduction
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Network Jargon
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Degrees
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Roaming the Network
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Communities
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Triangles
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Network Centrality (Part 1)
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Network Centrality (Part 2)
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Community Detection
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Eigenvector Centrality
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Three Kinds of Measures
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Network Analysis Software
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Social Network Analysis-Review
Optional/Complementary
Analyzing a Network with Software-Analyzing a Network
Module Introduction
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Analyzing a Network with Software-Social Network Analysis Lab
Social Network Analysis - Getting Started
Data Wrangling
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Network Measures (Part 1)
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Network Measures (Part 2)
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Analyzing a Network with Software-Doing the Social Network Analysis Lab Activity
Social Network Analysis Lab Tutorial
Welcome to Peer Review Assignments!
Analyzing a Network with Software-Social Network Analysis Too
Influentials
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Who's Influential?
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Twitter Cascades
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Base Rate
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Modeling Influentials
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Analyzing a Network with Software-Review
Optional/Complementary
Network Evolution-Network Evolution
How do Networks Evolve?
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Network Dynamics
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Network Hypotheses
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Random Graphs
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Tipping Points
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Scale-Free Networks
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Hybrid Models
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Small World Networks
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Growing Networks and Making Predictions-Growing Networks
Module Introduction
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Growing Efficient Networks (Part 1)
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Growing Efficient Networks (Part 2)
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Growing Stable Networks
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Efficiency & Stability
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Growing Networks and Making Predictions-How Can We Predict What Will Happen Inside the Network?
Diffusion of Network
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Diffusion Patterns
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Computing Networks
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Growing Networks and Making Predictions-Course Summary
Course Summary
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