From 8f63cf9f41bbdb8d55cd4679872d2b4ae2129324 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <blackhao0426@gmail.com>
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.
---
 .../stats/polblogs/leiden_mod/cluster_details.json | 83 ++++++++++++++++++++++
 1 file changed, 83 insertions(+)
 create mode 100644 results/stats/polblogs/leiden_mod/cluster_details.json

(limited to 'results/stats/polblogs/leiden_mod/cluster_details.json')

diff --git a/results/stats/polblogs/leiden_mod/cluster_details.json b/results/stats/polblogs/leiden_mod/cluster_details.json
new file mode 100644
index 0000000..b4fe823
--- /dev/null
+++ b/results/stats/polblogs/leiden_mod/cluster_details.json
@@ -0,0 +1,83 @@
+[
+  {
+    "com_id": "0",
+    "n": 645,
+    "m_internal": 7605,
+    "c_boundary": 2398,
+    "edge_density": 0.03661707352303915,
+    "degree_density": 11.790697674418604,
+    "conductance": 0.13618809631985462
+  },
+  {
+    "com_id": "1",
+    "n": 542,
+    "m_internal": 6651,
+    "c_boundary": 2392,
+    "edge_density": 0.045364945331523555,
+    "degree_density": 12.271217712177123,
+    "conductance": 0.15241493564419523
+  },
+  {
+    "com_id": "2",
+    "n": 24,
+    "m_internal": 23,
+    "c_boundary": 89,
+    "edge_density": 0.08333333333333333,
+    "degree_density": 0.9583333333333334,
+    "conductance": 0.6592592592592592
+  },
+  {
+    "com_id": "3",
+    "n": 3,
+    "m_internal": 2,
+    "c_boundary": 8,
+    "edge_density": 0.6666666666666666,
+    "degree_density": 0.6666666666666666,
+    "conductance": 0.6666666666666666
+  },
+  {
+    "com_id": "4",
+    "n": 2,
+    "m_internal": 1,
+    "c_boundary": 1,
+    "edge_density": 1.0,
+    "degree_density": 0.5,
+    "conductance": 0.3333333333333333
+  },
+  {
+    "com_id": "5",
+    "n": 2,
+    "m_internal": 1,
+    "c_boundary": 0,
+    "edge_density": 1.0,
+    "degree_density": 0.5,
+    "conductance": 0.0
+  },
+  {
+    "com_id": "6",
+    "n": 2,
+    "m_internal": 1,
+    "c_boundary": 2,
+    "edge_density": 1.0,
+    "degree_density": 0.5,
+    "conductance": 0.5
+  },
+  {
+    "com_id": "7",
+    "n": 2,
+    "m_internal": 1,
+    "c_boundary": 1,
+    "edge_density": 1.0,
+    "degree_density": 0.5,
+    "conductance": 0.3333333333333333
+  },
+  {
+    "com_id": "8",
+    "n": 2,
+    "m_internal": 1,
+    "c_boundary": 5,
+    "edge_density": 1.0,
+    "degree_density": 0.5,
+    "conductance": 0.7142857142857143
+  }
+]
\ No newline at end of file
-- 
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