diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-02-24 08:40:49 +0000 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-02-24 08:40:49 +0000 |
| commit | 8f63cf9f41bbdb8d55cd4679872d2b4ae2129324 (patch) | |
| tree | ab5c95888849e854f2346db856c7edece7c8b8a7 /results/stats/polblogs/leiden_cpm_001/cluster_details.json | |
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.
Diffstat (limited to 'results/stats/polblogs/leiden_cpm_001/cluster_details.json')
| -rw-r--r-- | results/stats/polblogs/leiden_cpm_001/cluster_details.json | 407 |
1 files changed, 407 insertions, 0 deletions
diff --git a/results/stats/polblogs/leiden_cpm_001/cluster_details.json b/results/stats/polblogs/leiden_cpm_001/cluster_details.json new file mode 100644 index 0000000..c2e1bc2 --- /dev/null +++ b/results/stats/polblogs/leiden_cpm_001/cluster_details.json @@ -0,0 +1,407 @@ +[ + { + "com_id": "0", + "n": 715, + "m_internal": 15132, + "c_boundary": 1501, + "edge_density": 0.059281894576012226, + "degree_density": 21.163636363636364, + "conductance": 0.04725326617346136 + }, + { + "com_id": "1", + "n": 14, + "m_internal": 13, + "c_boundary": 60, + "edge_density": 0.14285714285714285, + "degree_density": 0.9285714285714286, + "conductance": 0.6976744186046512 + }, + { + "com_id": "10", + "n": 4, + "m_internal": 3, + "c_boundary": 22, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.7857142857142857 + }, + { + "com_id": "11", + "n": 3, + "m_internal": 3, + "c_boundary": 11, + "edge_density": 1.0, + "degree_density": 1.0, + "conductance": 0.6470588235294118 + }, + { + "com_id": "12", + "n": 3, + "m_internal": 2, + "c_boundary": 8, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.6666666666666666 + }, + { + "com_id": "13", + "n": 3, + "m_internal": 2, + "c_boundary": 4, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.5 + }, + { + "com_id": "14", + "n": 3, + "m_internal": 2, + "c_boundary": 3, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.42857142857142855 + }, + { + "com_id": "15", + "n": 3, + "m_internal": 2, + "c_boundary": 12, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.75 + }, + { + "com_id": "16", + "n": 3, + "m_internal": 2, + "c_boundary": 17, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8095238095238095 + }, + { + "com_id": "17", + "n": 3, + "m_internal": 2, + "c_boundary": 19, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.8260869565217391 + }, + { + "com_id": "18", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + }, + { + "com_id": "19", + "n": 2, + "m_internal": 1, + "c_boundary": 8, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8 + }, + { + "com_id": "2", + "n": 13, + "m_internal": 12, + "c_boundary": 29, + "edge_density": 0.15384615384615385, + "degree_density": 0.9230769230769231, + "conductance": 0.5471698113207547 + }, + { + "com_id": "20", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "21", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "22", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + }, + { + "com_id": "23", + "n": 2, + "m_internal": 1, + "c_boundary": 4, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6666666666666666 + }, + { + "com_id": "24", + "n": 2, + "m_internal": 1, + "c_boundary": 3, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6 + }, + { + "com_id": "25", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "26", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "27", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "28", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "29", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + }, + { + "com_id": "3", + "n": 7, + "m_internal": 6, + "c_boundary": 19, + "edge_density": 0.2857142857142857, + "degree_density": 0.8571428571428571, + "conductance": 0.6129032258064516 + }, + { + "com_id": "30", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "31", + "n": 2, + "m_internal": 1, + "c_boundary": 0, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.0 + }, + { + "com_id": "32", + "n": 2, + "m_internal": 1, + "c_boundary": 3, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.6 + }, + { + "com_id": "33", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "34", + "n": 2, + "m_internal": 1, + "c_boundary": 13, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8666666666666667 + }, + { + "com_id": "35", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "36", + "n": 2, + "m_internal": 1, + "c_boundary": 9, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8181818181818182 + }, + { + "com_id": "37", + "n": 2, + "m_internal": 1, + "c_boundary": 12, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8571428571428571 + }, + { + "com_id": "38", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "39", + "n": 2, + "m_internal": 1, + "c_boundary": 6, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.75 + }, + { + "com_id": "4", + "n": 6, + "m_internal": 6, + "c_boundary": 24, + "edge_density": 0.4, + "degree_density": 1.0, + "conductance": 0.6666666666666666 + }, + { + "com_id": "40", + "n": 2, + "m_internal": 1, + "c_boundary": 7, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7777777777777778 + }, + { + "com_id": "41", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "42", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "43", + "n": 2, + "m_internal": 1, + "c_boundary": 10, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8333333333333334 + }, + { + "com_id": "44", + "n": 2, + "m_internal": 1, + "c_boundary": 9, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.8181818181818182 + }, + { + "com_id": "5", + "n": 6, + "m_internal": 5, + "c_boundary": 16, + "edge_density": 0.3333333333333333, + "degree_density": 0.8333333333333334, + "conductance": 0.6153846153846154 + }, + { + "com_id": "6", + "n": 5, + "m_internal": 4, + "c_boundary": 25, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.7575757575757576 + }, + { + "com_id": "7", + "n": 4, + "m_internal": 3, + "c_boundary": 11, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.6470588235294118 + }, + { + "com_id": "8", + "n": 4, + "m_internal": 3, + "c_boundary": 13, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.6842105263157895 + }, + { + "com_id": "9", + "n": 4, + "m_internal": 3, + "c_boundary": 6, + "edge_density": 0.5, + "degree_density": 0.75, + "conductance": 0.5 + } +]
\ No newline at end of file |
