JohT · JohT · Jul 1, 2023 · Jun 29, 2023 · Jun 29, 2023 · Jun 29, 2023
diff --git a/README.md b/README.md
@@ -1,8 +1,8 @@
 # Code Graph Analysis Pipeline
 
-<img src="./images/DALL-E-Mini-Graph-Pipeline-Logo.png" align="left" hspace="10" width="180">
+<img src="./images/DALL-E-Mini-Graph-Pipeline-Logo-2.png" align="left" hspace="10" width="180">
 
-Contained within this repository is a comprehensive and automated code graph analysis pipeline. While initially designed to support Java through the utilization of [jQAssistant](https://jqassistant.org/get-started), its capabilities extend beyond that particular language. The graph database [Neo4j](https://neo4j.com) serves as the foundation for storing and querying the graph, which encompasses all the structural intricacies of the analyzed code. Additionally, Neo4j's [Graph Data Science](https://neo4j.com/product/graph-data-science) integration maximizes the utilization of its features. The generated reports offer flexibility, ranging from simple query results presented as CSV files to more elaborate Jupyter Notebooks converted to Markdown or PDF formats.
+Contained within this repository is a comprehensive and automated code graph analysis pipeline. While initially designed to support Java through the utilization of [jQAssistant](https://jqassistant.org/get-started), it is open to extension for further programming languages. The graph database [Neo4j](https://neo4j.com) serves as the foundation for storing and querying the graph, which encompasses all the structural intricacies of the analyzed code. Additionally, Neo4j's [Graph Data Science](https://neo4j.com/product/graph-data-science) provides additional algorithms like community detection to analyze the code structure. The generated reports offer flexibility, ranging from simple query results presented as CSV files to more elaborate Jupyter Notebooks converted to Markdown or PDF formats.
 
 ---
 
@@ -16,12 +16,12 @@ Contained within this repository is a comprehensive and automated code graph ana
 
 ### 📖 Jupyter Notebook Reports
 
-- [External Dependencies](./jupyter/ExternalDependencies.ipynb) reports with amongst others the most and least used external packages ([Example](./results/AxonFramework-4.7.5/external-dependencies/ExternalDependencies.md))
-- [Object Oriented Design Quality Metrics](./jupyter/ObjectOrientedDesignMetrics.ipynb) report based on [OO Design Quality Metrics by Robert Martin](https://www.semanticscholar.org/paper/OO-Design-Quality-Metrics-Martin-October/18acd7eb21b918c8a5f619157f7e4f6d451d18f8) ([Example](./results/AxonFramework-4.7.5/object-oriented-design-metrics/ObjectOrientedDesignMetrics.md))
-- [Overview](./jupyter/Overview.ipynb) reports with the number of Java types and packages, method line count, etc. ([Example](./results/AxonFramework-4.7.5/overview/Overview.md))
-- [Package Dependencies](./jupyter/PackageDependencies.ipynb) report based on [Analyze java package metrics in a graph database](https://joht.github.io/johtizen/data/2023/04/21/java-package-metrics-analysis.html) including cyclic dependencies ([Example](./results/AxonFramework-4.7.5/package-dependencies/PackageDependencies.md))
-- [Visibility Metrics](./jupyter/VisibilityMetrics.ipynb) reports based on [Visibility Metrics and the Importance of Hiding Things](https://dzone.com/articles/visibility-metrics-and-the-importance-of-hiding-th) ([Example](./results/AxonFramework-4.7.5/visibility-metrics/VisibilityMetrics.md))
-- [Wordcloud](./jupyter/Wordcloud.ipynb) with a visual representation of Java package and class names ([Example](./results/AxonFramework-4.7.5/wordcloud/Wordcloud.md))
+- [External Dependencies](./jupyter/ExternalDependencies.ipynb) contains the most and least used external packages, etc. ([Example](./results/AxonFramework-4.7.5/external-dependencies/ExternalDependencies.md))
+- [Object Oriented Design Quality Metrics](./jupyter/ObjectOrientedDesignMetrics.ipynb) is  based on [OO Design Quality Metrics by Robert Martin](https://www.semanticscholar.org/paper/OO-Design-Quality-Metrics-Martin-October/18acd7eb21b918c8a5f619157f7e4f6d451d18f8) ([Example](./results/AxonFramework-4.7.5/object-oriented-design-metrics/ObjectOrientedDesignMetrics.md))
+- [Overview](./jupyter/Overview.ipynb) contains the number of types and packages, method line count, cyclomatic complexity, etc. ([Example](./results/AxonFramework-4.7.5/overview/Overview.md))
+- [Internal Dependencies](./jupyter/InternalDependencies.ipynb) 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) including cyclic dependencies ([Example](./results/AxonFramework-4.7.5/internal-dependencies/InternalDependencies.md))
+- [Visibility Metrics](./jupyter/VisibilityMetrics.ipynb) is based on [Visibility Metrics and the Importance of Hiding Things](https://dzone.com/articles/visibility-metrics-and-the-importance-of-hiding-th) ([Example](./results/AxonFramework-4.7.5/visibility-metrics/VisibilityMetrics.md))
+- [Wordcloud](./jupyter/Wordcloud.ipynb) contains a visual representation of package and class names ([Example](./results/AxonFramework-4.7.5/wordcloud/Wordcloud.md))
 
 ### 📖 Graph Data Science Reports
 
@@ -36,20 +36,19 @@ Here are some reports that utilize Neo4j's [Graph Data Science Library](https://
 - [External Dependencies (CSV)](./scripts/reports/ExternalDependenciesCsv.sh) ([Example](./results/AxonFramework-4.7.5/external-dependencies-csv/External_package_usage_overall.csv))
 - [Object Oriented Design Metrics (CSV)](./scripts/reports/ObjectOrientedDesignMetricsCsv.sh) ([Example](./results/AxonFramework-4.7.5/object-oriented-design-metrics-csv/MainSequenceAbstractnessInstabilityDistance.csv))
 - [Overview (CSV)](./scripts/reports/OverviewCsv.sh) ([Example](./results/AxonFramework-4.7.5/overview-csv/Cyclomatic_Method_Complexity.csv))
-- [Package Dependencies - Cyclic (CSV)](./scripts/reports/PackageDependenciesCsv.sh) ([Example](./results/AxonFramework-4.7.5/package-dependencies-csv/CyclicDependenciesUnwinded.csv))
-- [Package Dependencies - Interface Segregation (CSV)](./scripts/reports/PackageDependenciesCsv.sh) ([Example](./results/AxonFramework-4.7.5/package-dependencies-csv/InterfaceSegregationCandidates.csv))
+- [Internal Dependencies - Cyclic (CSV)](./scripts/reports/InternalDependenciesCsv.sh) ([Example](./results/AxonFramework-4.7.5/internal-dependencies-csv/CyclicDependenciesUnwinded.csv))
+- [Internal Dependencies - Interface Segregation (CSV)](./scripts/reports/InternalDependenciesCsv.sh) ([Example](./results/AxonFramework-4.7.5/internal-dependencies-csv/InterfaceSegregationCandidates.csv))
 - [Visibility Metrics (CSV)](./scripts/reports/VisibilityMetricsCsv.sh) ([Example](./results/AxonFramework-4.7.5/visibility-metrics-csv/RelativeVisibilityPerArtifact.csv))
 
 ## 🛠 Prerequisites
 
-- Java 11 is required (June 2023 Neo4j 4.x requirement)
-- Python with a conda package manager is needed for Jupyter Notebook reports
-- Chromium will automatically be downloaded if needed for Jupyter Notebook reports in PDF format.
+- Java 17 is required (June 2023 Neo4j 5.x requirement)
+- Python and a conda package manager are required for Jupyter Notebook reports
+- Chromium will automatically be downloaded if needed for Jupyter Notebook reports in PDF format
 
 ## Getting Started
 
-See [Start an analysis](./COMMANDS.md#start-an-analysis) in the [Commands Reference](./COMMANDS.md) on how to start
-an analysis on your local machine.
+See [Start an analysis](./COMMANDS.md#start-an-analysis) in the [Commands Reference](./COMMANDS.md) on how to start an analysis on your local machine.
 
 ## 🏗 Pipeline and Tools
 

diff --git a/cypher/Cyclic_Dependencies/Cyclic_Dependencies_between_Artrifacts_as_unwinded_List.cypher b/cypher/Cyclic_Dependencies/Cyclic_Dependencies_between_Artrifacts_as_unwinded_List.cypher
@@ -0,0 +1,36 @@
+//Cyclic Dependencies between Artifacts as unwinded List
+
+MATCH (package:Package)-[:CONTAINS]->(forwardSource:Type)-[:DEPENDS_ON]->(forwardTarget:Type)<-[:CONTAINS]-(dependentPackage:Package)
+MATCH (dependentPackage)-[:CONTAINS]->(backwardSource:Type)-[:DEPENDS_ON]->(backwardTarget:Type)<-[:CONTAINS]-(package)
+MATCH (artifact:Artifact)-[:CONTAINS]->(package)
+MATCH (dependentArtifact:Artifact)-[:CONTAINS]->(dependentPackage)
+ WITH artifact
+     ,dependentArtifact
+     ,package
+     ,dependentPackage
+     ,collect(DISTINCT forwardSource.name  + '->' + forwardTarget.name)   AS forwardDependencies
+     ,collect(DISTINCT backwardTarget.name + '<-' + backwardSource.name)  AS backwardDependencies
+ WITH artifact
+     ,dependentArtifact
+     ,package
+     ,dependentPackage
+     ,forwardDependencies
+     ,backwardDependencies
+     ,size(forwardDependencies)  AS numberOfForwardDependencies
+     ,size(backwardDependencies) AS numberOfBackwardDependencies
+     ,size(forwardDependencies) + size(backwardDependencies) AS numberOfAllCyclicDependencies
+WHERE artifact <> dependentArtifact
+  AND package  <> dependentPackage
+  AND (size(forwardDependencies) > size(backwardDependencies)
+   OR (size(forwardDependencies) = size(backwardDependencies)
+  AND  size(package.fqn)    >= size(dependentPackage.fqn)))
+UNWIND (backwardDependencies + forwardDependencies) AS dependency
+RETURN artifact.fileName          AS artifactName
+      ,dependentArtifact.fileName AS dependentArtifactName
+      ,package.fqn                AS packageName
+      ,dependentPackage.fqn       AS dependentPackageName
+      ,dependency
+      ,toFloat(ABS(numberOfForwardDependencies - numberOfBackwardDependencies)) / numberOfAllCyclicDependencies AS forwardToBackwardBalance
+      ,numberOfForwardDependencies  AS numberForward
+      ,numberOfBackwardDependencies AS numberBackward
+ORDER BY forwardToBackwardBalance DESC, packageName ASC
diff --git a/images/DALL-E-Mini-Graph-Pipeline-Logo-2.png b/images/DALL-E-Mini-Graph-Pipeline-Logo-2.png
diff --git a/jupyter/ExternalDependencies.ipynb b/jupyter/ExternalDependencies.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# External Dependencies of Java Artifacts with Neo4j\n",
+    "# External Dependencies\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/jupyter/PackageDependencies.ipynb → jupyter/InternalDependencies.ipynb b/jupyter/PackageDependencies.ipynb → jupyter/InternalDependencies.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# Package Dependencies for Java with Neo4j\n",
+    "# Internal Dependencies\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/jupyter/ObjectOrientedDesignMetrics.ipynb b/jupyter/ObjectOrientedDesignMetrics.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# Object Oriented Design Quality Metrics for Java with Neo4j\n",
+    "# Object Oriented Design Quality Metrics\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/jupyter/Overview.ipynb b/jupyter/Overview.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# Overview of Java Artifacts with Neo4j\n",
+    "# Overview\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/jupyter/VisibilityMetrics.ipynb b/jupyter/VisibilityMetrics.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# Visibility Metrics for Java with Neo4j\n",
+    "# Visibility Metrics\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/jupyter/Wordcloud.ipynb b/jupyter/Wordcloud.ipynb
@@ -6,7 +6,7 @@
    "id": "2f0eabc4",
    "metadata": {},
    "source": [
-    "# Overview of Java Artifacts with Neo4j\n",
+    "# Wordcloud\n",
     "<br>  \n",
     "\n",
     "### References\n",

diff --git a/...dependencies-csv/ArtifactPackageUsage.csv → ...dependencies-csv/ArtifactPackageUsage.csv b/...dependencies-csv/ArtifactPackageUsage.csv → ...dependencies-csv/ArtifactPackageUsage.csv
diff --git a/...ClassesPerPackageUsageAcrossArtifacts.csv → ...ClassesPerPackageUsageAcrossArtifacts.csv b/...ClassesPerPackageUsageAcrossArtifacts.csv → ...ClassesPerPackageUsageAcrossArtifacts.csv
diff --git a/...e-dependencies-csv/CyclicDependencies.csv → ...l-dependencies-csv/CyclicDependencies.csv b/...e-dependencies-csv/CyclicDependencies.csv → ...l-dependencies-csv/CyclicDependencies.csv
diff --git a/...encies-csv/CyclicDependenciesUnwinded.csv → ...encies-csv/CyclicDependenciesUnwinded.csv b/...encies-csv/CyclicDependenciesUnwinded.csv → ...encies-csv/CyclicDependenciesUnwinded.csv
diff --git a/...es-csv/InterfaceSegregationCandidates.csv → ...es-csv/InterfaceSegregationCandidates.csv b/...es-csv/InterfaceSegregationCandidates.csv → ...es-csv/InterfaceSegregationCandidates.csv
diff --git a/...kage-dependencies-csv/WidelyUsedTypes.csv → ...rnal-dependencies-csv/WidelyUsedTypes.csv b/...kage-dependencies-csv/WidelyUsedTypes.csv → ...rnal-dependencies-csv/WidelyUsedTypes.csv
diff --git a/...ge-dependencies/PackageDependencies.ipynb → ...l-dependencies/InternalDependencies.ipynb b/...ge-dependencies/PackageDependencies.ipynb → ...l-dependencies/InternalDependencies.ipynb
diff --git a/...ckage-dependencies/PackageDependencies.md → ...rnal-dependencies/InternalDependencies.md b/...ckage-dependencies/PackageDependencies.md → ...rnal-dependencies/InternalDependencies.md
diff --git a/...kage-dependencies/PackageDependencies.pdf → ...nal-dependencies/InternalDependencies.pdf b/...kage-dependencies/PackageDependencies.pdf → ...nal-dependencies/InternalDependencies.pdf
diff --git a/scripts/SCRIPTS.md b/scripts/SCRIPTS.md
@@ -23,14 +23,14 @@ Script | Directory | Description
 | [CentralityCsv.sh](./reports/CentralityCsv.sh) | reports | Looks for centrality using the Graph Data Science Library of Neo4j and creates CSV reports. |
 | [CommunityCsv.sh](./reports/CommunityCsv.sh) | reports | Detects communities using the Graph Data Science Library of Neo4j and creates CSV reports. |
 | [DatabaseCsvExport.sh](./reports/DatabaseCsvExport.sh) | reports | Exports the whole graph database as a CSV file using the APOC procedure "apoc.export.csv.all" |
-| [ExternalDependenciesCsv.sh](./reports/ExternalDependenciesCsv.sh) | reports | Executes "Package_Usage" Cypher queries to get the "package-dependencies" CSV reports. |
+| [ExternalDependenciesCsv.sh](./reports/ExternalDependenciesCsv.sh) | reports | Executes "Package_Usage" Cypher queries to get the "external-dependencies-csv" CSV reports. |
 | [ExternalDependenciesJupyter.sh](./reports/ExternalDependenciesJupyter.sh) | reports | Creates the "overview" report (ipynb, md, pdf) based on the Jupyter Notebook "Overview.ipynb". |
+| [InternalDependenciesCsv.sh](./reports/InternalDependenciesCsv.sh) | reports | Executes "Package_Usage" Cypher queries to get the "internal-dependencies" CSV reports. |
+| [InternalDependenciesJupyter.sh](./reports/InternalDependenciesJupyter.sh) | reports | Creates the "internal-dependencies" report (ipynb, md, pdf) based on the Jupyter Notebook "InternalDependencies.ipynb". |
 | [ObjectOrientedDesignMetricsCsv.sh](./reports/ObjectOrientedDesignMetricsCsv.sh) | reports | Executes "Metrics" Cypher queries to get the "object-oriented-design-metrics" CSV reports. |
 | [ObjectOrientedDesignMetricsJupyter.sh](./reports/ObjectOrientedDesignMetricsJupyter.sh) | reports | Creates the "object-oriented-design-metrics" report (ipynb, md, pdf) based on the Jupyter Notebook "ObjectOrientedDesignMetrics.ipynb". |
-| [OverviewCsv.sh](./reports/OverviewCsv.sh) | reports | Executes "Package_Usage" Cypher queries to get the "package-dependencies" CSV reports. |
+| [OverviewCsv.sh](./reports/OverviewCsv.sh) | reports | Executes "Overview" Cypher queries to get the "overview-csv" CSV reports. |
 | [OverviewJupyter.sh](./reports/OverviewJupyter.sh) | reports | Creates the "overview" report (ipynb, md, pdf) based on the Jupyter Notebook "Overview.ipynb". |
-| [PackageDependenciesCsv.sh](./reports/PackageDependenciesCsv.sh) | reports | Executes "Package_Usage" Cypher queries to get the "package-dependencies" CSV reports. |
-| [PackageDependenciesJupyter.sh](./reports/PackageDependenciesJupyter.sh) | reports | Creates the "package-dependencies" report (ipynb, md, pdf) based on the Jupyter Notebook "PackageDependencies.ipynb". |
 | [SimilarityCsv.sh](./reports/SimilarityCsv.sh) | reports | Looks for similarity using the Graph Data Science Library of Neo4j and creates CSV reports. |
 | [VisibilityMetricsCsv.sh](./reports/VisibilityMetricsCsv.sh) | reports | Executes "Visibility" Cypher queries to get the "visibility-metrics" CSV reports. |
 | [VisibilityMetricsJupyter.sh](./reports/VisibilityMetricsJupyter.sh) | reports | Creates the "visibility-metrics" report (ipynb, md, pdf) based on the Jupyter Notebook "VisibilityMetrics.ipynb". |
@@ -40,7 +40,6 @@ Script | Directory | Description
 | [JupyterReports.sh](./reports/compilations/JupyterReports.sh) | compilations | Runs all Jupyter Notebook report scripts. |
 | [resetAndScan.sh](./resetAndScan.sh) |  | Deletes all data in the Neo4j graph database and rescans the downloaded artifacts to create a new graph. |
 | [resetAndScanChanged.sh](./resetAndScanChanged.sh) |  | Executes "resetAndScan.sh" only if "detectChangedArtifacts.sh" returns detected changes. |
-| [resetAndScanMemgraph.sh](./resetAndScanMemgraph.sh) |  | Deletes all data in the Neo4j graph database and rescans the downloaded artifacts to create a new graph. |
 | [setupJQAssistant.sh](./setupJQAssistant.sh) |  | Installs (download and unzip) jQAssistant (https://jqassistant.org/get-started). |
 | [setupNeo4j.sh](./setupNeo4j.sh) |  | Installs (download, unpack, get plugins, configure) a local Neo4j Graph Database (https://neo4j.com/download-center/#community). |
 | [setupNeo4jInitialPassword.sh](./setupNeo4jInitialPassword.sh) |  | Sets the initial password for the local Neo4j Graph Database (https://neo4j.com/download-center/#community). |

diff --git a/scripts/reports/ExternalDependenciesCsv.sh b/scripts/reports/ExternalDependenciesCsv.sh
@@ -1,8 +1,7 @@
 #!/usr/bin/env bash
 
-# Executes "Package_Usage" Cypher queries to get the "package-dependencies" CSV reports.
-# It contains lists of e.g. incoming and outgoing package dependencies,
-# abstractness, instability and the distance to the so called "main sequence".
+# Executes "Package_Usage" Cypher queries to get the "external-dependencies-csv" CSV reports.
+# They list external library package usage like how often a external package is called.
 
 # Overrideable Constants (defaults also defined in sub scripts)
 REPORTS_DIRECTORY=${REPORTS_DIRECTORY:-"reports"}

diff --git a/scripts/reports/PackageDependenciesCsv.sh → scripts/reports/InternalDependenciesCsv.sh b/scripts/reports/PackageDependenciesCsv.sh → scripts/reports/InternalDependenciesCsv.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-# Executes "Package_Usage" Cypher queries to get the "package-dependencies" CSV reports.
+# Executes "Package_Usage" Cypher queries to get the "internal-dependencies" CSV reports.
 # It contains lists of e.g. incoming and outgoing package dependencies,
 # abstractness, instability and the distance to the so called "main sequence".
 
@@ -12,21 +12,21 @@ REPORTS_DIRECTORY=${REPORTS_DIRECTORY:-"reports"}
 # CDPATH reduces the scope of the cd command to potentially prevent unintended directory changes.
 # This way non-standard tools like readlink aren't needed.
 REPORTS_SCRIPT_DIR=${REPORTS_SCRIPT_DIR:-$( CDPATH=. cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd -P )}
-echo "PackageDependenciesCsv: REPORTS_SCRIPT_DIR=${REPORTS_SCRIPT_DIR}"
+echo "InternalDependenciesCsv: REPORTS_SCRIPT_DIR=${REPORTS_SCRIPT_DIR}"
 
 # Get the "scripts" directory by taking the path of this script and going one directory up.
 SCRIPTS_DIR=${SCRIPTS_DIR:-"${REPORTS_SCRIPT_DIR}/.."}
-echo "PackageDependenciesCsv SCRIPTS_DIR=${SCRIPTS_DIR}"
+echo "InternalDependenciesCsv SCRIPTS_DIR=${SCRIPTS_DIR}"
 
 # Get the "cypher" directory by taking the path of this script and going two directory up and then to "cypher".
 CYPHER_DIR=${CYPHER_DIR:-"${REPORTS_SCRIPT_DIR}/../../cypher"}
-echo "PackageDependenciesCsv CYPHER_DIR=${CYPHER_DIR}"
+echo "InternalDependenciesCsv CYPHER_DIR=${CYPHER_DIR}"
 
 # Define functions to execute cypher queries from within a given file
 source "${SCRIPTS_DIR}/executeQueryFunctions.sh"
 
 # Create report directory
-REPORT_NAME="package-dependencies-csv"
+REPORT_NAME="internal-dependencies-csv"
 FULL_REPORT_DIRECTORY="${REPORTS_DIRECTORY}/${REPORT_NAME}"
 mkdir -p "${FULL_REPORT_DIRECTORY}"
 
@@ -36,6 +36,7 @@ PACKAGE_USAGE_CYPHER_DIR="${CYPHER_DIR}/Package_Usage"
 
 execute_cypher "${CYCLIC_DEPENDENCIES_CYPHER_DIR}/Cyclic_Dependencies_as_List.cypher" > "${FULL_REPORT_DIRECTORY}/CyclicDependencies.csv"
 execute_cypher "${CYCLIC_DEPENDENCIES_CYPHER_DIR}/Cyclic_Dependencies_as_unwinded_List.cypher" > "${FULL_REPORT_DIRECTORY}/CyclicDependenciesUnwinded.csv"
+execute_cypher "${CYCLIC_DEPENDENCIES_CYPHER_DIR}/Cyclic_Dependencies_between_Artrifacts_as_unwinded_List.cypher" > "${FULL_REPORT_DIRECTORY}/CyclicArtifactDependenciesUnwinded.csv"
 execute_cypher "${CYPHER_DIR}/Candidates_for_Interface_Segregation.cypher" > "${FULL_REPORT_DIRECTORY}/InterfaceSegregationCandidates.csv"
 execute_cypher "${PACKAGE_USAGE_CYPHER_DIR}/List_types_that_are_used_by_many_different_packages.cypher" > "${FULL_REPORT_DIRECTORY}/WidelyUsedTypes.csv"
 execute_cypher "${PACKAGE_USAGE_CYPHER_DIR}/How_many_packages_compared_to_all_existing_are_used_by_dependent_artifacts.cypher" > "${FULL_REPORT_DIRECTORY}/ArtifactPackageUsage.csv"