diff --git a/.github/workflows/code-structure-analysis.yml b/.github/workflows/code-structure-analysis.yml
index 08ec02bf2..7a3121a5e 100644
--- a/.github/workflows/code-structure-analysis.yml
+++ b/.github/workflows/code-structure-analysis.yml
@@ -50,7 +50,7 @@ jobs:
     env: 
       CI_COMMIT_MESSAGE: Automated code structure analysis reports (CI)
       CI_COMMIT_AUTHOR: ${{ github.event.repository.name }} Continuous Integration
-      AXON_FRAMEWORK_VERSION: 4.9.0
+      AXON_FRAMEWORK_VERSION: 4.9.1
 
     steps:
     - name: Checkout GIT Repository
diff --git a/README.md b/README.md
index c3d21aadb..256430d6d 100644
--- a/README.md
+++ b/README.md
@@ -23,24 +23,24 @@ Contained within this repository is a comprehensive and automated code graph ana
 
 Here is an overview of reports made with [Jupyter Notebooks](https://jupyter.org). For a detailed reference see [Jupyter Notebook Report Reference](#📈-jupyter-notebook-report-reference) below.
 
-- [External Dependencies](./results/AxonFramework-4.9.0/external-dependencies/ExternalDependencies.md) contains detailed information about external library usage ([Notebook](./jupyter/ExternalDependencies.ipynb)).
-- [Internal Dependencies](./results/AxonFramework-4.9.0/internal-dependencies/InternalDependencies.md) is based on [Analyze java package metrics in a graph database](https://joht.github.io/johtizen/data/2023/04/21/java-package-metrics-analysis.html) and also includes cyclic dependencies ([Notebook](./jupyter/InternalDependencies.ipynb)).
-- [Method Metrics](./results/AxonFramework-4.9.0/method-metrics/MethodMetrics.md)  shows how the effective number of lines of code and the cyclomatic complexity are distributed across the methods in the code ([Notebook](./jupyter/MethodMetrics.ipynb)).
-- [Node Embeddings](./results/AxonFramework-4.9.0/node-embeddings/NodeEmbeddings.md) shows how to generate node embeddings and to further reduce their dimensionality to be able to visualize them in a 2D plot ([Notebook](./jupyter/NodeEmbeddings.ipynb)).
-- [Object Oriented Design Quality Metrics](./results/AxonFramework-4.9.0/object-oriented-design-metrics/ObjectOrientedDesignMetrics.md) is based on [OO Design Quality Metrics by Robert Martin](https://www.semanticscholar.org/paper/OO-Design-Quality-Metrics-Martin-October/18acd7eb21b918c8a5f619157f7e4f6d451d18f8) ([Notebook](./jupyter/ObjectOrientedDesignMetrics.ipynb)).
-- [Overview](./results/AxonFramework-4.9.0/overview/Overview.md) contains overall statistics and details about methods and their complexity. ([Notebook](./jupyter/Overview.ipynb)).
-- [Visibility Metrics](./results/AxonFramework-4.9.0/visibility-metrics/VisibilityMetrics.md) is based on [Visibility Metrics and the Importance of Hiding Things](https://dzone.com/articles/visibility-metrics-and-the-importance-of-hiding-th) ([Notebook](./jupyter/VisibilityMetrics.ipynb)).
-- [Wordcloud](./results/AxonFramework-4.9.0/wordcloud/Wordcloud.md) contains a visual representation of package and class names ([Notebook](./jupyter/Wordcloud.ipynb)).
+- [External Dependencies](./results/AxonFramework-4.9.1/external-dependencies/ExternalDependencies.md) contains detailed information about external library usage ([Notebook](./jupyter/ExternalDependencies.ipynb)).
+- [Internal Dependencies](./results/AxonFramework-4.9.1/internal-dependencies/InternalDependencies.md) is based on [Analyze java package metrics in a graph database](https://joht.github.io/johtizen/data/2023/04/21/java-package-metrics-analysis.html) and also includes cyclic dependencies ([Notebook](./jupyter/InternalDependencies.ipynb)).
+- [Method Metrics](./results/AxonFramework-4.9.1/method-metrics/MethodMetrics.md)  shows how the effective number of lines of code and the cyclomatic complexity are distributed across the methods in the code ([Notebook](./jupyter/MethodMetrics.ipynb)).
+- [Node Embeddings](./results/AxonFramework-4.9.1/node-embeddings/NodeEmbeddings.md) shows how to generate node embeddings and to further reduce their dimensionality to be able to visualize them in a 2D plot ([Notebook](./jupyter/NodeEmbeddings.ipynb)).
+- [Object Oriented Design Quality Metrics](./results/AxonFramework-4.9.1/object-oriented-design-metrics/ObjectOrientedDesignMetrics.md) is based on [OO Design Quality Metrics by Robert Martin](https://www.semanticscholar.org/paper/OO-Design-Quality-Metrics-Martin-October/18acd7eb21b918c8a5f619157f7e4f6d451d18f8) ([Notebook](./jupyter/ObjectOrientedDesignMetrics.ipynb)).
+- [Overview](./results/AxonFramework-4.9.1/overview/Overview.md) contains overall statistics and details about methods and their complexity. ([Notebook](./jupyter/Overview.ipynb)).
+- [Visibility Metrics](./results/AxonFramework-4.9.1/visibility-metrics/VisibilityMetrics.md) is based on [Visibility Metrics and the Importance of Hiding Things](https://dzone.com/articles/visibility-metrics-and-the-importance-of-hiding-th) ([Notebook](./jupyter/VisibilityMetrics.ipynb)).
+- [Wordcloud](./results/AxonFramework-4.9.1/wordcloud/Wordcloud.md) contains a visual representation of package and class names ([Notebook](./jupyter/Wordcloud.ipynb)).
 
 ### 📖 Graph Data Science Reports
 
 Here are some reports that utilize Neo4j's [Graph Data Science Library](https://neo4j.com/product/graph-data-science). For a detailed reference of all CSV reports see [CSV Cypher Query Report Reference](#📃-csv-cypher-query-report-reference) below.
 
-- [Centrality with Page Rank](./results/AxonFramework-4.9.0/centrality-csv/Centrality_Page_Rank.csv) ([Source Script](./scripts/reports/CentralityCsv.sh))
-- [Community Detection with Leiden](./results/AxonFramework-4.9.0/community-csv/Leiden_Communities.csv) ([Source Script](./scripts/reports/CommunityCsv.sh))
-- [Node Embeddings with HashGNN](./results/AxonFramework-4.9.0/node-embeddings-csv/Package_Embeddings_HashGNN.csv) ([Source Script](./scripts/reports/NodeEmbeddingsCsv.sh))
-- [Similarity with Jaccard](./results/AxonFramework-4.9.0/similarity-csv/Similarity_Jaccard.csv) ([Source Script](./scripts/reports/SimilarityCsv.sh))
-- [Topology Sort](./results/AxonFramework-4.9.0/artifact-topology-csv/TopologicalSortedArtifacts.csv) ([Source Script](./scripts/reports/TopologicalSortCsv.sh))
+- [Centrality with Page Rank](./results/AxonFramework-4.9.1/centrality-csv/Centrality_Page_Rank.csv) ([Source Script](./scripts/reports/CentralityCsv.sh))
+- [Community Detection with Leiden](./results/AxonFramework-4.9.1/community-csv/Leiden_Communities.csv) ([Source Script](./scripts/reports/CommunityCsv.sh))
+- [Node Embeddings with HashGNN](./results/AxonFramework-4.9.1/node-embeddings-csv/Package_Embeddings_HashGNN.csv) ([Source Script](./scripts/reports/NodeEmbeddingsCsv.sh))
+- [Similarity with Jaccard](./results/AxonFramework-4.9.1/similarity-csv/Similarity_Jaccard.csv) ([Source Script](./scripts/reports/SimilarityCsv.sh))
+- [Topology Sort](./results/AxonFramework-4.9.1/artifact-topology-csv/TopologicalSortedArtifacts.csv) ([Source Script](./scripts/reports/TopologicalSortCsv.sh))
 
 ## 📖 Blog Articles