This is a wonderful paper. Your one stop shopping for all things network-science. Seventy five pages of overview! Dozens of pages of bibliography! Enjoy!

1 Introduction

1.1 Types of Networks

1.2 Other Resources

1.3 Outline of the Review

2 Networks in the Real World

2.1 Social Networks

2.2 Information Networks

2.3 Technological Networks

2.4 Biological Networks

3 Properties of Networks

3.1 The Small-World Effect

3.2 Transitivity or Clustering

3.3 Degree Distributions

3.3.1 Scale-Free Networks

3.3.2 Maximum Degree

3.4 Network Resilience

3.5 Mixing Patterns

3.6 Degree Correlations

3.7 Community Structure

3.8 Network Navigation

3.9 Other Network Properties

4 Random Graphs

4.1 Poisson Random Graphs

4.2 Generalized Random Graphs

4.2.1 The Configuration Model

4.2.2 Example: Power-Law Degree Distribution

4.2.3 Directed Graphs

4.2.4 Bipartite Graphs

4.2.5 Degree Correlations

5 Exponential Random Graphs and Markov Graphs

6 The Small-World Model

6.1 Clustering Coefficient

6.2 Degree Distribution

6.3 Average Path Length

7 Models of Network Growth

7.1 Price