Social Network Analysis on post trade data: centrality, scale free behavior and resiliency of the networks over time

Contents

List of Tables

List of Figures

List of Algorithms

1. Introduction

2. Literature Review

2.1 Scale-free networks are rare
2.2 On the topologic structure of economic complex networks: empirical evidence from large scale payment network of Estonia
2.3 The Topology of Interbank Payment Flows
2.4 Comparison of Failures and Attacks on Random and Scale-Free Networks

3. Experiments and results

3.1 Data Extraction
3.2 Data Pre-processing and graphs definition
3.3 Monthly Graph
- 3.3.1 Networks topology
- 3.3.2 Central nodes
- 3.3.3 Scale-free Networks
- 3.3.4 Networks Resiliency
3.4 Daily Graph
- 3.4.1 Case study: Covid-19
- 3.4.2 Case study: BTP Italia and BTP Futura emissions

4. Conclusions and Future Work

4.1 Conclusions
4.2 Future Work

Bibliography