From 8f63cf9f41bbdb8d55cd4679872d2b4ae2129324 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Tue, 24 Feb 2026 08:40:49 +0000 Subject: EC-SBM community detection analysis: full pipeline and writeup Implement community detection on 3 EC-SBM networks (polblogs, topology, internet_as) using 5 methods (Leiden-Mod, Leiden-CPM at 0.1 and 0.01, Infomap, graph-tool SBM). Compute AMI/ARI/NMI accuracy, cluster statistics, and generate figures and LaTeX report. --- .../polblogs/leiden_cpm_01/cluster_details.json | 1307 ++++++++++++++++++++ 1 file changed, 1307 insertions(+) create mode 100644 results/stats/polblogs/leiden_cpm_01/cluster_details.json (limited to 'results/stats/polblogs/leiden_cpm_01/cluster_details.json') diff --git a/results/stats/polblogs/leiden_cpm_01/cluster_details.json b/results/stats/polblogs/leiden_cpm_01/cluster_details.json new file mode 100644 index 0000000..21d6e46 --- /dev/null +++ b/results/stats/polblogs/leiden_cpm_01/cluster_details.json @@ -0,0 +1,1307 @@ +[ + { + "com_id": "0", + "n": 186, + "m_internal": 4493, + "c_boundary": 3978, + "edge_density": 0.26114501598372564, + "degree_density": 24.155913978494624, + "conductance": 0.3068497377352669 + }, + { + "com_id": "1", + "n": 182, + "m_internal": 3731, + "c_boundary": 5082, + "edge_density": 0.2265193370165746, + "degree_density": 20.5, + "conductance": 0.40513392857142855 + }, + { + "com_id": "10", + "n": 8, + "m_internal": 8, + "c_boundary": 68, + "edge_density": 0.2857142857142857, + "degree_density": 1.0, + "conductance": 0.8095238095238095 + }, + { + "com_id": "100", + "n": 3, + "m_internal": 2, + "c_boundary": 4, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.5 + }, + { + "com_id": "101", + "n": 3, + "m_internal": 2, + "c_boundary": 22, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8461538461538461 + }, + { + "com_id": "102", + "n": 3, + "m_internal": 2, + "c_boundary": 50, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.9259259259259259 + }, + { + "com_id": "103", + "n": 3, + "m_internal": 2, + "c_boundary": 12, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.75 + }, + { + "com_id": "104", + "n": 3, + "m_internal": 2, + "c_boundary": 3, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.42857142857142855 + }, + { + "com_id": "105", + "n": 3, + "m_internal": 2, + "c_boundary": 18, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8181818181818182 + }, + { + "com_id": "106", + "n": 3, + "m_internal": 2, + "c_boundary": 14, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.7777777777777778 + }, + { + "com_id": "107", + "n": 3, + "m_internal": 2, + "c_boundary": 29, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8787878787878788 + }, + { + "com_id": "108", + "n": 2, + "m_internal": 1, + "c_boundary": 24, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9230769230769231 + }, + { + "com_id": "109", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "11", + "n": 8, + "m_internal": 8, + "c_boundary": 98, + "edge_density": 0.2857142857142857, + "degree_density": 1.0, + "conductance": 0.8596491228070176 + }, + { + "com_id": "110", + "n": 2, + "m_internal": 1, + "c_boundary": 13, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8666666666666667 + }, + { + "com_id": "111", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "112", + "n": 2, + "m_internal": 1, + "c_boundary": 17, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8947368421052632 + }, + { + "com_id": "113", + "n": 2, + "m_internal": 1, + "c_boundary": 18, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9 + }, + { + "com_id": "114", + "n": 2, + "m_internal": 1, + "c_boundary": 27, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9310344827586207 + }, + { + "com_id": "115", + "n": 2, + "m_internal": 1, + "c_boundary": 24, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9230769230769231 + }, + { + "com_id": "116", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "117", + "n": 2, + "m_internal": 1, + "c_boundary": 16, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8888888888888888 + }, + { + "com_id": "118", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "119", + "n": 2, + "m_internal": 1, + "c_boundary": 19, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9047619047619048 + }, + { + "com_id": "12", + "n": 8, + "m_internal": 11, + "c_boundary": 75, + "edge_density": 0.39285714285714285, + "degree_density": 1.375, + "conductance": 0.7731958762886598 + }, + { + "com_id": "120", + "n": 2, + "m_internal": 1, + "c_boundary": 19, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9047619047619048 + }, + { + "com_id": "121", + "n": 2, + "m_internal": 1, + "c_boundary": 12, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8571428571428571 + }, + { + "com_id": "122", + "n": 2, + "m_internal": 1, + "c_boundary": 13, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8666666666666667 + }, + { + "com_id": "123", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "124", + "n": 2, + "m_internal": 1, + "c_boundary": 7, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7777777777777778 + }, + { + "com_id": "125", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "126", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "127", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "128", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + }, + { + "com_id": "129", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "13", + "n": 8, + "m_internal": 7, + "c_boundary": 94, + "edge_density": 0.25, + "degree_density": 0.875, + "conductance": 0.8703703703703703 + }, + { + "com_id": "130", + "n": 2, + "m_internal": 1, + "c_boundary": 3, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6 + }, + { + "com_id": "131", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "132", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "133", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "134", + "n": 2, + "m_internal": 1, + "c_boundary": 22, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9166666666666666 + }, + { + "com_id": "135", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "136", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "137", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "138", + "n": 2, + "m_internal": 1, + "c_boundary": 18, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.9 + }, + { + "com_id": "139", + "n": 2, + "m_internal": 1, + "c_boundary": 3, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6 + }, + { + "com_id": "14", + "n": 8, + "m_internal": 7, + "c_boundary": 77, + "edge_density": 0.25, + "degree_density": 0.875, + "conductance": 0.8461538461538461 + }, + { + "com_id": "140", + "n": 2, + "m_internal": 1, + "c_boundary": 11, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8461538461538461 + }, + { + "com_id": "141", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + }, + { + "com_id": "142", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "143", + "n": 2, + "m_internal": 1, + "c_boundary": 0, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.0 + }, + { + "com_id": "144", + "n": 2, + "m_internal": 1, + "c_boundary": 13, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8666666666666667 + }, + { + "com_id": "15", + "n": 7, + "m_internal": 7, + "c_boundary": 109, + "edge_density": 0.3333333333333333, + "degree_density": 1.0, + "conductance": 0.8861788617886179 + }, + { + "com_id": "16", + "n": 7, + "m_internal": 6, + "c_boundary": 51, + "edge_density": 0.2857142857142857, + "degree_density": 0.8571428571428571, + "conductance": 0.8095238095238095 + }, + { + "com_id": "17", + "n": 7, + "m_internal": 6, + "c_boundary": 55, + "edge_density": 0.2857142857142857, + "degree_density": 0.8571428571428571, + "conductance": 0.8208955223880597 + }, + { + "com_id": "18", + "n": 7, + "m_internal": 6, + "c_boundary": 52, + "edge_density": 0.2857142857142857, + "degree_density": 0.8571428571428571, + "conductance": 0.8125 + }, + { + "com_id": "19", + "n": 6, + "m_internal": 6, + "c_boundary": 76, + "edge_density": 0.4, + "degree_density": 1.0, + "conductance": 0.8636363636363636 + }, + { + "com_id": "2", + "n": 14, + "m_internal": 31, + "c_boundary": 263, + "edge_density": 0.34065934065934067, + "degree_density": 2.2142857142857144, + "conductance": 0.8092307692307692 + }, + { + "com_id": "20", + "n": 6, + "m_internal": 5, + "c_boundary": 58, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8529411764705882 + }, + { + "com_id": "21", + "n": 6, + "m_internal": 6, + "c_boundary": 83, + "edge_density": 0.4, + "degree_density": 1.0, + "conductance": 0.8736842105263158 + }, + { + "com_id": "22", + "n": 6, + "m_internal": 5, + "c_boundary": 80, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8888888888888888 + }, + { + "com_id": "23", + "n": 6, + "m_internal": 5, + "c_boundary": 64, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8648648648648649 + }, + { + "com_id": "24", + "n": 6, + "m_internal": 5, + "c_boundary": 69, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8734177215189873 + }, + { + "com_id": "25", + "n": 6, + "m_internal": 5, + "c_boundary": 63, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.863013698630137 + }, + { + "com_id": "26", + "n": 6, + "m_internal": 5, + "c_boundary": 92, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.9019607843137255 + }, + { + "com_id": "27", + "n": 6, + "m_internal": 6, + "c_boundary": 45, + "edge_density": 0.4, + "degree_density": 1.0, + "conductance": 0.7894736842105263 + }, + { + "com_id": "28", + "n": 6, + "m_internal": 5, + "c_boundary": 74, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8809523809523809 + }, + { + "com_id": "29", + "n": 6, + "m_internal": 5, + "c_boundary": 43, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8113207547169812 + }, + { + "com_id": "3", + "n": 11, + "m_internal": 10, + "c_boundary": 90, + "edge_density": 0.18181818181818182, + "degree_density": 0.9090909090909091, + "conductance": 0.8181818181818182 + }, + { + "com_id": "30", + "n": 6, + "m_internal": 7, + "c_boundary": 74, + "edge_density": 0.4666666666666667, + "degree_density": 1.1666666666666667, + "conductance": 0.8409090909090909 + }, + { + "com_id": "31", + "n": 6, + "m_internal": 5, + "c_boundary": 63, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.863013698630137 + }, + { + "com_id": "32", + "n": 6, + "m_internal": 5, + "c_boundary": 96, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.9056603773584906 + }, + { + "com_id": "33", + "n": 6, + "m_internal": 5, + "c_boundary": 51, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8360655737704918 + }, + { + "com_id": "34", + "n": 6, + "m_internal": 5, + "c_boundary": 56, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8484848484848485 + }, + { + "com_id": "35", + "n": 6, + "m_internal": 5, + "c_boundary": 16, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.6153846153846154 + }, + { + "com_id": "36", + "n": 6, + "m_internal": 5, + "c_boundary": 64, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.8648648648648649 + }, + { + "com_id": "37", + "n": 5, + "m_internal": 4, + "c_boundary": 67, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8933333333333333 + }, + { + "com_id": "38", + "n": 5, + "m_internal": 5, + "c_boundary": 22, + "edge_density": 0.5, + "degree_density": 1.0, + "conductance": 0.6875 + }, + { + "com_id": "39", + "n": 5, + "m_internal": 4, + "c_boundary": 40, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8333333333333334 + }, + { + "com_id": "4", + "n": 10, + "m_internal": 16, + "c_boundary": 80, + "edge_density": 0.35555555555555557, + "degree_density": 1.6, + "conductance": 0.7142857142857143 + }, + { + "com_id": "40", + "n": 5, + "m_internal": 4, + "c_boundary": 65, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8904109589041096 + }, + { + "com_id": "41", + "n": 5, + "m_internal": 4, + "c_boundary": 44, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8461538461538461 + }, + { + "com_id": "42", + "n": 5, + "m_internal": 4, + "c_boundary": 15, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.6521739130434783 + }, + { + "com_id": "43", + "n": 5, + "m_internal": 4, + "c_boundary": 50, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8620689655172413 + }, + { + "com_id": "44", + "n": 5, + "m_internal": 4, + "c_boundary": 38, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8260869565217391 + }, + { + "com_id": "45", + "n": 5, + "m_internal": 4, + "c_boundary": 82, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9111111111111111 + }, + { + "com_id": "46", + "n": 5, + "m_internal": 4, + "c_boundary": 46, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8518518518518519 + }, + { + "com_id": "47", + "n": 5, + "m_internal": 4, + "c_boundary": 87, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9157894736842105 + }, + { + "com_id": "48", + "n": 5, + "m_internal": 4, + "c_boundary": 54, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8709677419354839 + }, + { + "com_id": "49", + "n": 5, + "m_internal": 4, + "c_boundary": 75, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9036144578313253 + }, + { + "com_id": "5", + "n": 10, + "m_internal": 14, + "c_boundary": 153, + "edge_density": 0.3111111111111111, + "degree_density": 1.4, + "conductance": 0.8453038674033149 + }, + { + "com_id": "50", + "n": 5, + "m_internal": 4, + "c_boundary": 60, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8823529411764706 + }, + { + "com_id": "51", + "n": 5, + "m_internal": 4, + "c_boundary": 71, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8987341772151899 + }, + { + "com_id": "52", + "n": 5, + "m_internal": 4, + "c_boundary": 96, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9230769230769231 + }, + { + "com_id": "53", + "n": 5, + "m_internal": 4, + "c_boundary": 79, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9080459770114943 + }, + { + "com_id": "54", + "n": 5, + "m_internal": 4, + "c_boundary": 46, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8518518518518519 + }, + { + "com_id": "55", + "n": 5, + "m_internal": 4, + "c_boundary": 85, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9139784946236559 + }, + { + "com_id": "56", + "n": 5, + "m_internal": 6, + "c_boundary": 95, + "edge_density": 0.6, + "degree_density": 1.2, + "conductance": 0.8878504672897196 + }, + { + "com_id": "57", + "n": 5, + "m_internal": 4, + "c_boundary": 44, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8461538461538461 + }, + { + "com_id": "58", + "n": 5, + "m_internal": 4, + "c_boundary": 40, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8333333333333334 + }, + { + "com_id": "59", + "n": 5, + "m_internal": 4, + "c_boundary": 36, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8181818181818182 + }, + { + "com_id": "6", + "n": 10, + "m_internal": 9, + "c_boundary": 80, + "edge_density": 0.2, + "degree_density": 0.9, + "conductance": 0.8163265306122449 + }, + { + "com_id": "60", + "n": 5, + "m_internal": 4, + "c_boundary": 45, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8490566037735849 + }, + { + "com_id": "61", + "n": 5, + "m_internal": 4, + "c_boundary": 41, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.8367346938775511 + }, + { + "com_id": "62", + "n": 5, + "m_internal": 4, + "c_boundary": 76, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9047619047619048 + }, + { + "com_id": "63", + "n": 5, + "m_internal": 4, + "c_boundary": 85, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.9139784946236559 + }, + { + "com_id": "64", + "n": 4, + "m_internal": 3, + "c_boundary": 50, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8928571428571429 + }, + { + "com_id": "65", + "n": 4, + "m_internal": 3, + "c_boundary": 28, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8235294117647058 + }, + { + "com_id": "66", + "n": 4, + "m_internal": 3, + "c_boundary": 44, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.88 + }, + { + "com_id": "67", + "n": 4, + "m_internal": 3, + "c_boundary": 51, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8947368421052632 + }, + { + "com_id": "68", + "n": 4, + "m_internal": 3, + "c_boundary": 30, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8333333333333334 + }, + { + "com_id": "69", + "n": 4, + "m_internal": 3, + "c_boundary": 54, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.9 + }, + { + "com_id": "7", + "n": 9, + "m_internal": 8, + "c_boundary": 18, + "edge_density": 0.2222222222222222, + "degree_density": 0.8888888888888888, + "conductance": 0.5294117647058824 + }, + { + "com_id": "70", + "n": 4, + "m_internal": 4, + "c_boundary": 59, + "edge_density": 0.6666666666666666, + "degree_density": 1.0, + "conductance": 0.8805970149253731 + }, + { + "com_id": "71", + "n": 4, + "m_internal": 4, + "c_boundary": 22, + "edge_density": 0.6666666666666666, + "degree_density": 1.0, + "conductance": 0.7333333333333333 + }, + { + "com_id": "72", + "n": 4, + "m_internal": 3, + "c_boundary": 11, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.6470588235294118 + }, + { + "com_id": "73", + "n": 4, + "m_internal": 3, + "c_boundary": 51, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8947368421052632 + }, + { + "com_id": "74", + "n": 4, + "m_internal": 3, + "c_boundary": 20, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.7692307692307693 + }, + { + "com_id": "75", + "n": 4, + "m_internal": 3, + "c_boundary": 13, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.6842105263157895 + }, + { + "com_id": "76", + "n": 4, + "m_internal": 3, + "c_boundary": 43, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8775510204081632 + }, + { + "com_id": "77", + "n": 4, + "m_internal": 3, + "c_boundary": 49, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8909090909090909 + }, + { + "com_id": "78", + "n": 4, + "m_internal": 3, + "c_boundary": 83, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.9325842696629213 + }, + { + "com_id": "79", + "n": 4, + "m_internal": 3, + "c_boundary": 37, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8604651162790697 + }, + { + "com_id": "8", + "n": 9, + "m_internal": 8, + "c_boundary": 52, + "edge_density": 0.2222222222222222, + "degree_density": 0.8888888888888888, + "conductance": 0.7647058823529411 + }, + { + "com_id": "80", + "n": 4, + "m_internal": 3, + "c_boundary": 40, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8695652173913043 + }, + { + "com_id": "81", + "n": 4, + "m_internal": 3, + "c_boundary": 45, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8823529411764706 + }, + { + "com_id": "82", + "n": 4, + "m_internal": 3, + "c_boundary": 46, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8846153846153846 + }, + { + "com_id": "83", + "n": 4, + "m_internal": 3, + "c_boundary": 40, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8695652173913043 + }, + { + "com_id": "84", + "n": 4, + "m_internal": 3, + "c_boundary": 34, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.85 + }, + { + "com_id": "85", + "n": 4, + "m_internal": 3, + "c_boundary": 32, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8421052631578947 + }, + { + "com_id": "86", + "n": 4, + "m_internal": 3, + "c_boundary": 22, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.7857142857142857 + }, + { + "com_id": "87", + "n": 4, + "m_internal": 3, + "c_boundary": 65, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.9154929577464789 + }, + { + "com_id": "88", + "n": 4, + "m_internal": 3, + "c_boundary": 6, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.5 + }, + { + "com_id": "89", + "n": 4, + "m_internal": 3, + "c_boundary": 41, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.8723404255319149 + }, + { + "com_id": "9", + "n": 9, + "m_internal": 8, + "c_boundary": 91, + "edge_density": 0.2222222222222222, + "degree_density": 0.8888888888888888, + "conductance": 0.8504672897196262 + }, + { + "com_id": "90", + "n": 3, + "m_internal": 2, + "c_boundary": 22, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8461538461538461 + }, + { + "com_id": "91", + "n": 3, + "m_internal": 2, + "c_boundary": 30, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8823529411764706 + }, + { + "com_id": "92", + "n": 3, + "m_internal": 2, + "c_boundary": 34, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8947368421052632 + }, + { + "com_id": "93", + "n": 3, + "m_internal": 2, + "c_boundary": 21, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.84 + }, + { + "com_id": "94", + "n": 3, + "m_internal": 2, + "c_boundary": 34, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8947368421052632 + }, + { + "com_id": "95", + "n": 3, + "m_internal": 2, + "c_boundary": 8, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.6666666666666666 + }, + { + "com_id": "96", + "n": 3, + "m_internal": 2, + "c_boundary": 27, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8709677419354839 + }, + { + "com_id": "97", + "n": 3, + "m_internal": 2, + "c_boundary": 23, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8518518518518519 + }, + { + "com_id": "98", + "n": 3, + "m_internal": 2, + "c_boundary": 17, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8095238095238095 + }, + { + "com_id": "99", + "n": 3, + "m_internal": 2, + "c_boundary": 43, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.9148936170212766 + } +] \ No newline at end of file -- cgit v1.2.3