Table 1 From a purely empirical perspective, the datasets considered in the present contribution are characterised by a small link density and different percentages of positive and negative links: the connectance of U.S. Senate and U.S. House of Representatives amounts to ≃0.1 while ≃55% of links is positive; the connectance of FilmTrust amounts to ≃0.01 while ≃80% of links is positive
From: Statistically validated projection of bipartite signed networks
FilmTrust | U.S. Senate | U.S. House of representatives | |||||||
---|---|---|---|---|---|---|---|---|---|
L− | L+ | c | L− | L+ | c | L− | L+ | c | |
Zero-deflated projection—naive | 137.601 | 725.983 | 0.76 | 1.379 | 2.329 | 0.36 | 18.512 | 27.922 | 0.35 |
Zero-deflated projection—global filter | 27.940 | 343.181 | 0.33 | 689 | 1.598 | 0.22 | 11.681 | 21.419 | 0.25 |
Zero-deflated projection—local filter | 116.583 | 353.224 | 0.41 | 1.220 | 1.312 | 0.24 | 16.323 | 16.897 | 0.25 |
Zero-deflated projection—naive | 0 | 1.135.278 | 1 | 34 | 10.406 | 1 | 14.379 | 117.976 | 1 |
Zero-inflated projection—global filter | 77.024 | 667.448 | 0.65 | 3.942 | 5.041 | 0.86 | 47.839 | 67.631 | 0.87 |
Zero-inflated projection—local filter | 56.803 | 62.057 | 0.10 | 2.897 | 2.337 | 0.50 | 40.982 | 32.693 | 0.56 |