We appreciate the time and efforts invested by the reviewers for examining our work and providing detailed comments

We will improve the overall presentation and add more details for better accessibility. Thank you for your review and clarifying questions. For interpretability, we chose the bank dataset (c.f. Feature set description is provided in Appendix C.1. Circles in Figure 2(c) signify that Katz centrality for those agents was increased when perturbing structure for testing.