Before revision:  Contributions to the study of correlations of assets such as random matrix theory and graph theory are finally presentedin this part.
After revision:  For the sake of illustrating this review, (nearly) all the stated facts are reproduced using our own high-frequency financial database. Finally, contributions to the study of correlations of assets such as random matrix theory and graph theory are finally presentedin this part.