From f88fb0df37a626e596cbaea10afa40a48d500c57 Mon Sep 17 00:00:00 2001
From: JohT <7671054+JohT@users.noreply.github.com>
Date: Thu, 19 Jun 2025 21:41:51 +0200
Subject: [PATCH 1/3] Fix wrong label for clustering coefficient

---
 scripts/reports/CommunityCsv.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/reports/CommunityCsv.sh b/scripts/reports/CommunityCsv.sh
index 7fbaa9e90..ced4e6ad2 100755
--- a/scripts/reports/CommunityCsv.sh
+++ b/scripts/reports/CommunityCsv.sh
@@ -337,7 +337,7 @@ calculateLocalClusteringCoefficient() {
     local PROJECTION_CYPHER_DIR="${CYPHER_DIR}/Dependencies_Projection"
 
     local writePropertyName="dependencies_projection_write_property=communityLocalClusteringCoefficient" 
-    local writeLabelName="dependencies_projection_write_label=MaximumKCut" 
+    local writeLabelName="dependencies_projection_write_label=LocalClusteringCoefficient" 
 
     # Statistics
     execute_cypher "${COMMUNITY_DETECTION_CYPHER_DIR}/Community_Detection_10a_LocalClusteringCoefficient_Estimate.cypher" "${@}" "${writePropertyName}"

From 5ab421a4b25e07130fd5ecd104f7989cf7c53483 Mon Sep 17 00:00:00 2001
From: JohT <7671054+JohT@users.noreply.github.com>
Date: Mon, 23 Jun 2025 13:00:52 +0200
Subject: [PATCH 2/3] Fix wrong comment about bridges parameters

---
 scripts/reports/CentralityCsv.sh | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/scripts/reports/CentralityCsv.sh b/scripts/reports/CentralityCsv.sh
index 7c74864ea..cb9315fbd 100755
--- a/scripts/reports/CentralityCsv.sh
+++ b/scripts/reports/CentralityCsv.sh
@@ -362,9 +362,9 @@ runCentralityAlgorithms() {
 # 
 # Required Parameters:
 # - dependencies_projection=...
-#   Name prefix for the in-memory projection name for dependencies. Example: "package"
+#   Name prefix for the in-memory projection name for dependencies. Example: "package-centrality"
 # - dependencies_projection_node=...
-#   Label of the nodes that will be used for the projection. Example: "centralityPageRank"
+#   Label of the nodes that will be used for the projection. Example: "Package"
 # - dependencies_projection_weight_property=...
 #   Name of the node property that contains the dependency weight. Example: "weight"
 runUndirectedCentralityAlgorithms() {

From a5a033362a3143b2dba1fc18084312919b240d42 Mon Sep 17 00:00:00 2001
From: JohT <7671054+JohT@users.noreply.github.com>
Date: Thu, 19 Jun 2025 21:42:44 +0200
Subject: [PATCH 3/3] Fix scaler and use default values of page and article
 rank

---
 cypher/Centrality/Centrality_2a_Page_Rank_Estimate.cypher    | 3 ---
 cypher/Centrality/Centrality_2b_Page_Rank_Statistics.cypher  | 3 ---
 cypher/Centrality/Centrality_3c_Page_Rank_Mutate.cypher      | 3 ---
 cypher/Centrality/Centrality_3d_Page_Rank_Stream.cypher      | 3 ---
 cypher/Centrality/Centrality_3e_Page_Rank_Write.cypher       | 3 ---
 cypher/Centrality/Centrality_4a_Article_Rank_Estimate.cypher | 5 +----
 .../Centrality/Centrality_4b_Article_Rank_Statistics.cypher  | 5 +----
 cypher/Centrality/Centrality_4c_Article_Rank_Mutate.cypher   | 5 +----
 cypher/Centrality/Centrality_4d_Article_Rank_Stream.cypher   | 5 +----
 cypher/Centrality/Centrality_4e_Article_Rank_Write.cypher    | 3 ---
 10 files changed, 4 insertions(+), 34 deletions(-)

diff --git a/cypher/Centrality/Centrality_2a_Page_Rank_Estimate.cypher b/cypher/Centrality/Centrality_2a_Page_Rank_Estimate.cypher
index 1d894a22b..da70128e7 100644
--- a/cypher/Centrality/Centrality_2a_Page_Rank_Estimate.cypher
+++ b/cypher/Centrality/Centrality_2a_Page_Rank_Estimate.cypher
@@ -4,10 +4,7 @@ CALL gds.pageRank.write.estimate(
  $dependencies_projection + '-cleaned', {
    writeProperty: $dependencies_projection_write_property
   ,maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L1Norm"
 })
  YIELD nodeCount, relationshipCount, bytesMin, bytesMax, heapPercentageMin, heapPercentageMax, treeView
 RETURN nodeCount, relationshipCount, bytesMin, bytesMax, heapPercentageMin, heapPercentageMax, treeView
\ No newline at end of file
diff --git a/cypher/Centrality/Centrality_2b_Page_Rank_Statistics.cypher b/cypher/Centrality/Centrality_2b_Page_Rank_Statistics.cypher
index cd2d88900..4fceeb84a 100644
--- a/cypher/Centrality/Centrality_2b_Page_Rank_Statistics.cypher
+++ b/cypher/Centrality/Centrality_2b_Page_Rank_Statistics.cypher
@@ -3,10 +3,7 @@
 CALL gds.pageRank.stats(
  $dependencies_projection + '-cleaned', {
    maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L1Norm"
 })
  YIELD ranIterations
       ,didConverge
diff --git a/cypher/Centrality/Centrality_3c_Page_Rank_Mutate.cypher b/cypher/Centrality/Centrality_3c_Page_Rank_Mutate.cypher
index 94d11584d..918dedb1c 100644
--- a/cypher/Centrality/Centrality_3c_Page_Rank_Mutate.cypher
+++ b/cypher/Centrality/Centrality_3c_Page_Rank_Mutate.cypher
@@ -3,9 +3,6 @@
 CALL gds.pageRank.mutate(
  $dependencies_projection + '-cleaned', {
    maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
-  ,scaler: "L2Norm"
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
   ,mutateProperty: $dependencies_projection_write_property
 })
diff --git a/cypher/Centrality/Centrality_3d_Page_Rank_Stream.cypher b/cypher/Centrality/Centrality_3d_Page_Rank_Stream.cypher
index 02acb8990..eed181315 100644
--- a/cypher/Centrality/Centrality_3d_Page_Rank_Stream.cypher
+++ b/cypher/Centrality/Centrality_3d_Page_Rank_Stream.cypher
@@ -3,10 +3,7 @@
 CALL gds.pageRank.stream(
  $dependencies_projection + '-cleaned', {
    maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L2Norm"
 })
  YIELD nodeId, score
   WITH gds.util.asNode(nodeId) AS member, score
diff --git a/cypher/Centrality/Centrality_3e_Page_Rank_Write.cypher b/cypher/Centrality/Centrality_3e_Page_Rank_Write.cypher
index 0591a3d8b..0b7cbdbdb 100644
--- a/cypher/Centrality/Centrality_3e_Page_Rank_Write.cypher
+++ b/cypher/Centrality/Centrality_3e_Page_Rank_Write.cypher
@@ -3,10 +3,7 @@
 CALL gds.pageRank.write(
  $dependencies_projection + '-cleaned', {
    maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L2Norm"
   ,writeProperty: $dependencies_projection_write_property
 })
  YIELD nodePropertiesWritten
diff --git a/cypher/Centrality/Centrality_4a_Article_Rank_Estimate.cypher b/cypher/Centrality/Centrality_4a_Article_Rank_Estimate.cypher
index 5c926cb58..c24dd2275 100644
--- a/cypher/Centrality/Centrality_4a_Article_Rank_Estimate.cypher
+++ b/cypher/Centrality/Centrality_4a_Article_Rank_Estimate.cypher
@@ -3,11 +3,8 @@
 CALL gds.articleRank.write.estimate(
   $dependencies_projection + '-cleaned', {
    writeProperty: $dependencies_projection_write_property
-  ,maxIterations: 30
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
+  ,maxIterations: 50
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L1Norm"
 })
  YIELD nodeCount, relationshipCount, bytesMin, bytesMax, heapPercentageMin, heapPercentageMax, treeView
 RETURN nodeCount, relationshipCount, bytesMin, bytesMax, heapPercentageMin, heapPercentageMax, treeView
\ No newline at end of file
diff --git a/cypher/Centrality/Centrality_4b_Article_Rank_Statistics.cypher b/cypher/Centrality/Centrality_4b_Article_Rank_Statistics.cypher
index 80141de9d..f0484d662 100644
--- a/cypher/Centrality/Centrality_4b_Article_Rank_Statistics.cypher
+++ b/cypher/Centrality/Centrality_4b_Article_Rank_Statistics.cypher
@@ -2,11 +2,8 @@
 
 CALL gds.articleRank.stats(
  $dependencies_projection + '-cleaned', {
-   maxIterations: 30
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
+   maxIterations: 50
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L1Norm"
 })
  YIELD ranIterations
       ,didConverge
diff --git a/cypher/Centrality/Centrality_4c_Article_Rank_Mutate.cypher b/cypher/Centrality/Centrality_4c_Article_Rank_Mutate.cypher
index 443b1e1f1..1bca59e82 100644
--- a/cypher/Centrality/Centrality_4c_Article_Rank_Mutate.cypher
+++ b/cypher/Centrality/Centrality_4c_Article_Rank_Mutate.cypher
@@ -2,10 +2,7 @@
 
 CALL gds.articleRank.mutate(
  $dependencies_projection + '-cleaned', {
-   maxIterations: 30
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
-  ,scaler: "L2Norm"
+   maxIterations: 50
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
   ,mutateProperty: $dependencies_projection_write_property
 })
diff --git a/cypher/Centrality/Centrality_4d_Article_Rank_Stream.cypher b/cypher/Centrality/Centrality_4d_Article_Rank_Stream.cypher
index 6ff8e3eb4..7fcf0ce36 100644
--- a/cypher/Centrality/Centrality_4d_Article_Rank_Stream.cypher
+++ b/cypher/Centrality/Centrality_4d_Article_Rank_Stream.cypher
@@ -2,11 +2,8 @@
 
 CALL gds.articleRank.stream(
  $dependencies_projection + '-cleaned', {
-   maxIterations: 30
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
+   maxIterations: 50
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L2Norm"
 })
  YIELD nodeId, score
   WITH gds.util.asNode(nodeId) AS member, score
diff --git a/cypher/Centrality/Centrality_4e_Article_Rank_Write.cypher b/cypher/Centrality/Centrality_4e_Article_Rank_Write.cypher
index 400941159..c9a2b4b55 100644
--- a/cypher/Centrality/Centrality_4e_Article_Rank_Write.cypher
+++ b/cypher/Centrality/Centrality_4e_Article_Rank_Write.cypher
@@ -3,10 +3,7 @@
 CALL gds.articleRank.write(
  $dependencies_projection + '-cleaned', {
    maxIterations: 50
-  ,dampingFactor: 0.85
-  ,tolerance: 0.00000001
   ,relationshipWeightProperty: CASE $dependencies_projection_weight_property WHEN '' THEN null ELSE $dependencies_projection_weight_property END
-  ,scaler: "L2Norm"
   ,writeProperty: $dependencies_projection_write_property
 })
 YIELD nodePropertiesWritten