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.
---
 .../polblogs/leiden_cpm_001/cluster_details.json   | 407 +++++++++++++++++++++
 .../polblogs/leiden_cpm_001/mixing_params.json     |   1 +
 2 files changed, 408 insertions(+)
 create mode 100644 results/stats/polblogs/leiden_cpm_001/cluster_details.json
 create mode 100644 results/stats/polblogs/leiden_cpm_001/mixing_params.json

(limited to 'results/stats/polblogs/leiden_cpm_001')

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 @@
+[
+  {
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+    "degree_density": 21.163636363636364,
+    "conductance": 0.04725326617346136
+  },
+  {
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+    "m_internal": 13,
+    "c_boundary": 60,
+    "edge_density": 0.14285714285714285,
+    "degree_density": 0.9285714285714286,
+    "conductance": 0.6976744186046512
+  },
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+    "edge_density": 0.5,
+    "degree_density": 0.75,
+    "conductance": 0.7857142857142857
+  },
+  {
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+    "edge_density": 1.0,
+    "degree_density": 1.0,
+    "conductance": 0.6470588235294118
+  },
+  {
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+    "edge_density": 0.6666666666666666,
+    "degree_density": 0.6666666666666666,
+    "conductance": 0.6666666666666666
+  },
+  {
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+    "conductance": 0.5
+  },
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+    "degree_density": 0.6666666666666666,
+    "conductance": 0.75
+  },
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+    "degree_density": 0.6666666666666666,
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+    "degree_density": 0.6666666666666666,
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+  {
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+  }
+]
\ No newline at end of file
diff --git a/results/stats/polblogs/leiden_cpm_001/mixing_params.json b/results/stats/polblogs/leiden_cpm_001/mixing_params.json
new file mode 100644
index 0000000..0ff940c
--- /dev/null
+++ b/results/stats/polblogs/leiden_cpm_001/mixing_params.json
@@ -0,0 +1 @@
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