homework

profilerobinlin
Lecture_1.pdf

POLI 100F Section 1: An Introduction to Social Networks

Gregoire Phillips

University of California, San Diego

[email protected]

September 30, 2020

Gregoire Phillips (UCSD) Social Networks September 30, 2020 1 / 28

Overview

1 Social Networks

2 Layout of the Course

Gregoire Phillips (UCSD) Social Networks September 30, 2020 2 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook

LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn

Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

Social networks describe connections built on social interactions and personal relationships

Range from complex chains of interconnection to simple, dyadic relationships

Find them in obvious places

Facebook LinkedIn Twitter

Gregoire Phillips (UCSD) Social Networks September 30, 2020 3 / 28

What is a social network?

We can also find them in less obvious places

Our romantic relationships Families Households

Figure: A child’s rendering of their home network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 4 / 28

What is a social network?

We can also find them in less obvious places Our romantic relationships

Families Households

Figure: A child’s rendering of their home network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 4 / 28

What is a social network?

We can also find them in less obvious places Our romantic relationships Families

Households

Figure: A child’s rendering of their home network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 4 / 28

What is a social network?

We can also find them in less obvious places Our romantic relationships Families Households

Figure: A child’s rendering of their home network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 4 / 28

What is a social network?

We can also find them in less obvious places Our romantic relationships Families Households

Figure: A child’s rendering of their home network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 4 / 28

What is a social network?

The simplest network is a dyad, or pair of individuals

Sometimes, these dyads agglomerate to form large, interconnected web structures

Gregoire Phillips (UCSD) Social Networks September 30, 2020 5 / 28

What is a social network?

The simplest network is a dyad, or pair of individuals

Sometimes, these dyads agglomerate to form large, interconnected web structures

Gregoire Phillips (UCSD) Social Networks September 30, 2020 5 / 28

How do we talk about social networks?

Gregoire Phillips (UCSD) Social Networks September 30, 2020 6 / 28

Degree

Gregoire Phillips (UCSD) Social Networks September 30, 2020 7 / 28

Degree

Gregoire Phillips (UCSD) Social Networks September 30, 2020 8 / 28

Centrality

Gregoire Phillips (UCSD) Social Networks September 30, 2020 9 / 28

Centrality

Gregoire Phillips (UCSD) Social Networks September 30, 2020 10 / 28

Transitivity

Gregoire Phillips (UCSD) Social Networks September 30, 2020 11 / 28

Transitivity

Gregoire Phillips (UCSD) Social Networks September 30, 2020 12 / 28

Employment Network

Gregoire Phillips (UCSD) Social Networks September 30, 2020 13 / 28

Connected, Ch.1

Fowler & Christakis provide three illustrative examples of networks in action in the Ch.1 of Connected:

The bucket brigade

The telephone tree

The military squad

Gregoire Phillips (UCSD) Social Networks September 30, 2020 14 / 28

Bucket Brigade

Gregoire Phillips (UCSD) Social Networks September 30, 2020 15 / 28

Bucket Brigade

Gregoire Phillips (UCSD) Social Networks September 30, 2020 16 / 28

Bucket Brigade

Linear ties

Mutual ties (both directions)

Gregoire Phillips (UCSD) Social Networks September 30, 2020 17 / 28

Bucket Brigade

Linear ties

Mutual ties (both directions)

Gregoire Phillips (UCSD) Social Networks September 30, 2020 17 / 28

Telephone Tree

Gregoire Phillips (UCSD) Social Networks September 30, 2020 18 / 28

Telephone Tree

Directional

Exponentially reduces steps of process

Creates “cascade”

Gregoire Phillips (UCSD) Social Networks September 30, 2020 19 / 28

Telephone Tree

Directional

Exponentially reduces steps of process

Creates “cascade”

Gregoire Phillips (UCSD) Social Networks September 30, 2020 19 / 28

Military Squad

Gregoire Phillips (UCSD) Social Networks September 30, 2020 20 / 28

Military Squad

Tightly interconnected groups

Two-way tie between all members

Intraconnections within > interconnections between

Gregoire Phillips (UCSD) Social Networks September 30, 2020 21 / 28

Military Squad

Tightly interconnected groups

Two-way tie between all members

Intraconnections within > interconnections between

Gregoire Phillips (UCSD) Social Networks September 30, 2020 21 / 28

Studying Social Networks

Three examples of a ubiqituous feature of human life

Social networks have fairly consistent structures that we will recognize over time

This course will survey these networks across a host of different topics

Gregoire Phillips (UCSD) Social Networks September 30, 2020 22 / 28

Studying Social Networks

Modules in this course

1 Introduction to and mechanics of social networks

2 Social networks in behavior and health

3 Social networks in our political and social lives

4 Social networks in our economic systems and protests

5 Social networks in social media

Gregoire Phillips (UCSD) Social Networks September 30, 2020 23 / 28

Studying Social Networks

Modules in this course

1 Introduction to and mechanics of social networks

2 Social networks in behavior and health

3 Social networks in our political and social lives

4 Social networks in our economic systems and protests

5 Social networks in social media

Gregoire Phillips (UCSD) Social Networks September 30, 2020 23 / 28

Studying Social Networks

Modules in this course

1 Introduction to and mechanics of social networks

2 Social networks in behavior and health

3 Social networks in our political and social lives

4 Social networks in our economic systems and protests

5 Social networks in social media

Gregoire Phillips (UCSD) Social Networks September 30, 2020 23 / 28

Studying Social Networks

Modules in this course

1 Introduction to and mechanics of social networks

2 Social networks in behavior and health

3 Social networks in our political and social lives

4 Social networks in our economic systems and protests

5 Social networks in social media

Gregoire Phillips (UCSD) Social Networks September 30, 2020 23 / 28

Studying Social Networks

Modules in this course

1 Introduction to and mechanics of social networks

2 Social networks in behavior and health

3 Social networks in our political and social lives

4 Social networks in our economic systems and protests

5 Social networks in social media

Gregoire Phillips (UCSD) Social Networks September 30, 2020 23 / 28

Course Objectives

Three simple course objectives

1 Learn how social networks shape our lives

2 Use this knowledge to investigate new topics

3 Apply this knowledge to a novel research question

Gregoire Phillips (UCSD) Social Networks September 30, 2020 24 / 28

Course Objectives

Three simple course objectives

1 Learn how social networks shape our lives

2 Use this knowledge to investigate new topics

3 Apply this knowledge to a novel research question

Gregoire Phillips (UCSD) Social Networks September 30, 2020 24 / 28

Course Objectives

Three simple course objectives

1 Learn how social networks shape our lives

2 Use this knowledge to investigate new topics

3 Apply this knowledge to a novel research question

Gregoire Phillips (UCSD) Social Networks September 30, 2020 24 / 28

No Complex Mathematics Required!

NO mathematical pre-requisites

A simple understanding of statistics in social science might be helpful, but we will review how to read academic articles together

If you are more interested in network mathematics, you can explore an advanced topic in your final project

Gregoire Phillips (UCSD) Social Networks September 30, 2020 25 / 28

Grading

Three grade categories

1 Participation (10%)

2 Discussion Questions (30%)

3 Final Project (60%)

Gregoire Phillips (UCSD) Social Networks September 30, 2020 26 / 28

Discussion Question Format

Three questions designed to engage with concepts learned in the course. We will grade these on:

1 Clarity

2 Completeness

3 Analysis

4 Formatting

Gregoire Phillips (UCSD) Social Networks September 30, 2020 27 / 28

Discussion Question Format

Three questions designed to engage with concepts learned in the course. We will grade these on:

1 Clarity

2 Completeness

3 Analysis

4 Formatting

Gregoire Phillips (UCSD) Social Networks September 30, 2020 27 / 28

Discussion Question Format

Three questions designed to engage with concepts learned in the course. We will grade these on:

1 Clarity

2 Completeness

3 Analysis

4 Formatting

Gregoire Phillips (UCSD) Social Networks September 30, 2020 27 / 28

Discussion Question Format

Three questions designed to engage with concepts learned in the course. We will grade these on:

1 Clarity

2 Completeness

3 Analysis

4 Formatting

Gregoire Phillips (UCSD) Social Networks September 30, 2020 27 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

Final Project Format

Research proposal project with the following components:

1 Research Question

2 Relevant Literature

3 Theory

4 Testable Hypotheses

5 Research Design

6 Importance of your Empirical Results (or empirical results if you have them)

You will have two check ins during the quarter, so start thinking about what you might be interested in working on early!

Gregoire Phillips (UCSD) Social Networks September 30, 2020 28 / 28

  • Social Networks
  • Layout of the Course