Graph | 'karate_club' Nodes | 34 (0) Edges | 78 (0) Degree | 4.59 (17) LCC | 100.0% (1) Clustering | 0.5706 Algorithm | Count Q NMI ARI VI 'Known' | 2 0.371 1.000 1.000 0.000 'Infomap' | 3 0.402 0.699 0.702 0.732 'Louvain' | 4 0.416 0.639 0.521 1.037 'Leiden' | 4 0.420 0.687 0.541 0.908 'LPA' | 3 0.325 0.445 0.473 1.299 'FLPA' | 3 0.328 0.642 0.629 0.726 'MCL' | 2 0.360 0.836 0.882 0.325 'EB' | 2 0.360 0.836 0.882 0.325 Graph | 'dolphins' Nodes | 62 (0) Edges | 159 (0) Degree | 5.13 (12) LCC | 100.0% (1) Clustering | 0.2590 Algorithm | Count Q NMI ARI VI 'Known' | 2 0.373 1.000 1.000 0.000 'Infomap' | 5 0.525 0.613 0.418 1.148 'Louvain' | 5 0.521 0.517 0.337 1.514 'Leiden' | 5 0.527 0.587 0.376 1.279 'LPA' | 6 0.499 0.527 0.361 1.460 'FLPA' | 4 0.479 0.617 0.496 1.075 'MCL' | 12 0.455 0.448 0.205 2.233 'EB' | 2 0.379 0.889 0.935 0.204 Graph | 'american_football' Nodes | 115 (0) Edges | 616 (0) Degree | 10.71 (13) LCC | 100.0% (1) Clustering | 0.4032 Algorithm | Count Q NMI ARI VI 'Known' | 12 0.551 1.000 1.000 0.000 'Infomap' | 10 0.601 0.892 0.817 0.737 'Louvain' | 10 0.600 0.878 0.778 0.827 'Leiden' | 10 0.601 0.890 0.807 0.749 'LPA' | 10 0.580 0.840 0.672 1.079 'FLPA' | 11 0.590 0.889 0.786 0.756 'MCL' | 12 0.597 0.927 0.889 0.517 'EB' | 2 0.396 0.359 0.140 2.912 Graph | 'cdn_java' Nodes | 1,516 (0) Edges | 10,151 (0) Degree | 13.39 (1,322) LCC | 100.0% (1) Clustering | 0.6851 Algorithm | Count Q NMI ARI VI 'Known' | 54 0.208 1.000 1.000 0.000 'Infomap' | 51 0.424 0.561 0.186 4.204 'Louvain' | 12 0.445 0.452 0.155 4.504 'Leiden' | 13 0.458 0.441 0.128 4.589 'LPA' | 1 -0.010 0.000 0.000 5.049 'FLPA' | 3 0.208 0.103 0.007 5.046 Graph | 'wikileaks' Nodes | 52,416 (0) Edges | 78,506 (0) Degree | 3.00 (384) LCC | 100.0% (1) Clustering | 0.1864 Algorithm | Count Q NMI ARI VI 'Known' | 246 0.818 1.000 1.000 0.000 'Infomap' | 32 0.951 0.577 0.293 4.908 'Louvain' | 173 0.978 0.699 0.465 4.178 'Leiden' | 182 0.979 0.701 0.464 4.175 'LPA' | 11134 0.735 0.632 0.026 7.280 'FLPA' | 8671 0.778 0.636 0.028 7.075 Graph | 'dormitory' Nodes | 11,219 (0) Edges | 663,336 (0) Degree | 118.25 (1,061) LCC | 100.0% (1) Clustering | 0.1973 Algorithm | Count Q NMI ARI VI 'Known' | 66 0.138 1.000 1.000 0.000 'Infomap' | 32 0.398 0.193 0.037 5.595 'Louvain' | 8 0.452 0.163 0.032 5.843 'Leiden' | 8 0.450 0.167 0.033 5.735 'LPA' | 10 0.083 0.185 0.033 4.066 'FLPA' | 8 0.153 0.187 0.036 4.228 Graph | 'girvan_newman' Nodes | 128 (0) Edges | 1,027 (0) Degree | 16.05 (24) LCC | 100.0% (1) Clustering | 0.3909 Graph | 'erdos_renyi' Nodes | 1,000 (1) Edges | 5,000 (0) Degree | 10.00 (21) LCC | 99.9% (2) Clustering | 0.0092 Graph | 'karate_club' Nodes | 34 (0) Edges | 78 (0) Degree | 4.59 (17) LCC | 100.0% (1) Clustering | 0.5706 Algorithm | Count Q NMI ARI VI 'Known' | 2 0.371 1.000 1.000 0.000 'Louvain' | 4 0.416 0.632 0.513 1.060 'Leiden' | 4 0.420 0.687 0.541 0.908 'LPA' | 3 0.325 0.445 0.473 1.299 'FLPA' | 3 0.346 0.689 0.681 0.657 'MCL' | 2 0.360 0.836 0.882 0.325 'EB' | 2 0.360 0.836 0.882 0.325 'DCSBM' | 1 0.000 0.000 0.000 0.998 Graph | 'southern_women' Nodes | 32 (0) Edges | 89 (0) Degree | 5.56 (14) LCC | 100.0% (1) Clustering | 0.0000 Algorithm | Count Q NMI ARI VI 'Known' | 3 -0.376 1.000 1.000 0.000 'Louvain' | 3 0.325 0.308 0.178 2.137 'Leiden' | 3 0.334 0.261 0.132 2.293 'LPA' | 2 0.041 0.072 0.010 1.857 'FLPA' | 2 0.146 0.141 0.076 1.743 'MCL' | 3 -0.274 0.618 0.538 1.119 'EB' | 2 0.306 0.328 0.217 1.708 'DCSBM' | 3 -0.406 0.747 0.627 0.686 Graph | 'subelj_bajec' Nodes | 128 (0) Edges | 1,050 (0) Degree | 16.41 (24) LCC | 100.0% (1) Clustering | 0.2165