Merge branch 'main' into feature/refactor-utils

2025-05-14 20:08:47 +02:00 · 2023-08-11 15:40:33 +02:00 · 2023-08-11 15:40:33 +02:00 · 1ca1985f57
commit 1ca1985f57
parent 0203de98a7 50bf7811ef
16 changed files with 1824 additions and 20 deletions
--- a/.github/workflows/lint-actions.yaml
+++ b/.github/workflows/lint-actions.yaml
@ -9,8 +9,7 @@ on:
  pull_request:

 jobs:
-  run-linters:
-    name: Black & mypy
+  Black:
    runs-on: ubuntu-latest
    steps:
    - name: Set up python
@ -28,10 +27,29 @@ jobs:
        virtualenvs-path: ~/local/share/virtualenvs
    - run: poetry install --without develop,doc,test
    - name: Run linters
-      uses: wearerequired/lint-action@v2
+      run: |
+        black src tests
+
+  mypy:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Set up python
+      id: setup-python
+      uses: actions/setup-python@v4
      with:
-        black: true
-        mypy: true
+        python-version: '3.11'
+    - name: Check out Git repository
+      uses: actions/checkout@v3
+    - name: Install and configure Poetry
+      uses: snok/install-poetry@v1
+      with:
+        version: 1.4.2
+        virtualenvs-create: false
+        virtualenvs-path: ~/local/share/virtualenvs
+    - run: poetry install --without develop,doc
+    - name: Run linters
+      run: |
+        mypy src tests

  ruff:
    runs-on: ubuntu-latest
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@ -25,13 +25,13 @@ repos:

 - repo: https://github.com/astral-sh/ruff-pre-commit
  # Ruff version.
-  rev: v0.0.277
+  rev: v0.0.284
  hooks:
  - id: ruff
    args: [--fix, --exit-non-zero-on-fix]

 - repo: https://github.com/psf/black
-  rev: 23.3.0
+  rev: 23.7.0
  hooks:
  - id: black
    args: [--config=pyproject.toml]
@ -40,7 +40,7 @@ repos:


 - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
-  rev: v2.9.0
+  rev: v2.10.0
  hooks:
  - id: pretty-format-ini
    args: [--autofix]
@ -61,7 +61,7 @@ repos:
    - types-requests

 - repo: https://github.com/frnmst/md-toc
-  rev: 8.1.9
+  rev: 8.2.0
  hooks:
  - id: md-toc

@ -76,6 +76,6 @@ repos:
  - id: validate-html

 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.23.2
+  rev: 0.24.0
  hooks:
  - id: check-github-workflows
--- a/Jupyter/mongoDB/configuration.py
+++ b/Jupyter/mongoDB/configuration.py
@ -1,5 +1,6 @@
-HOSTNAME="stagingdbtransparenzreg.ioappzs.mongodb.net"
-DATABASE="transparenzregister"
-PORT=None
-USERNAME="db_user"
-PASSWORD="secret_password"
+"""Placholder to login int the FH db."""
+HOSTNAME = "stagingdbtransparenzreg.ioappzs.mongodb.net"
+DATABASE = "transparenzregister"
+PORT = None
+USERNAME = "db_user"
+PASSWORD = "secret_password"  # noqa: S105
--- a/Jupyter/mongoDB/configurationFH.py
+++ b/Jupyter/mongoDB/configurationFH.py
@ -1,5 +1,6 @@
-HOSTNAME="172.17.38.210"
-DATABASE="transparenzregister"
-PORT=30217
-USERNAME="root"
-PASSWORD="secret_password"
+"""Placholder to login int the FH db."""
+HOSTNAME = "172.17.38.210"
+DATABASE = "transparenzregister"
+PORT = 30217
+USERNAME = "root"
+PASSWORD = "secret_password"  # noqa: S105
--- a/documentations/meeting-notes/Meeting_2023-08-03.md
+++ b/documentations/meeting-notes/Meeting_2023-08-03.md
@ -0,0 +1,27 @@
+# Weekly *X*: 03.08.2023
+
+## Teilnehmer
+- Prof. Arinir
+- Tristan Nolde
+- Tim Ronneburg (Protokollant)
+- Sebastian Zeleny
+
+## Themen
+
+- Präsentieren der Ergebnisse der letzten Wochen:
+  - Named Entity Recognition
+  - Vorstellung Datenbank auf dem FH-Cluster:
+    - Mongo Connector
+    - Datenspeicherung auf dem Cluster
+- Weitere Vorgehensweise:
+  - Idee: Kleine Workshops/Teams
+  - In 2er Teams die einzelnen Funktionen über Feature Branches erstellen
+
+## Abgeleitete Action Items
+
+| Action Item | Verantwortlicher | Deadline        |
+|-------------|------------------|-----------------|
+| Mergen aller Branches zu jedem neuen Termin mit Herrn Arinir    | Jeder  | jedes Weekly |
+| Erstellen der Pipelines    | Sebastian, Tristan und Tim  | nächstes Weekly |
+| Erstellen der Development Datenbank-Instanzen je Entwickler   | Sebastian, Tristan und Tim  | nächstes Weekly |
+| Anlegen der relationalen Postgres DB via Script auf den FH-Cluster   | Sebastian, Tristan und Tim  | nächstes Weekly |
--- a/documentations/seminararbeiten/Verflechtungsanalyse/Graph.png
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/Graph.png
--- a/documentations/seminararbeiten/Verflechtungsanalyse/Verflechtungsanalyse
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/Verflechtungsanalyse
--- a/documentations/seminararbeiten/Verflechtungsanalyse/companies.csv
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/companies.csv
@ -0,0 +1,12 @@
+id;label;type;branche
+1;Porsche Automobil Holding;Company;Automobilhersteller
+2;Volkswagen AG;Company;Automobilhersteller
+3;Volkswagen;Company;Automobilhersteller
+4;Audi;Company;Automobilhersteller
+5;Seat;Company;Automobilhersteller
+6;Skoda Auto;Company;Automobilhersteller
+7;Porsche AG;Company;Automobilhersteller
+8;Lamborghini;Company;Automobilhersteller
+9;Bentley;Company;Automobilhersteller
+10;Forvia;Company;Automobilzulieferer
+11;Hella;Company;Automobilzulieferer
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/betweeness_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/betweeness_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 0.0, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 38.88888888888889, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 0.0, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 32.22222222222222, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 0.0, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 0.0, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 0.0, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 0.0, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 0.0, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 10.0, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 0.0, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/closeness_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/closeness_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 20.833333333333336, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 33.33333333333333, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 20.833333333333336, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 31.25, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 20.833333333333336, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 20.833333333333336, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 20.833333333333336, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 20.0, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 20.0, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 21.73913043478261, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 15.625, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/degree_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/degree_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 5.0, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 30.000000000000004, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 5.0, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 20.0, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 5.0, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 5.0, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 5.0, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 5.0, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 5.0, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 10.0, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 5.0, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/edges_path_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/edges_path_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 10, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 10, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 10, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 10, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 10, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 10, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 10, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 10, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 10, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 10, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 10, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/eigenvector_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/eigenvector_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 12.085168885235912, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 31.651963273829274, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 12.085168885235912, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 22.4729492814132, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 12.085168885235912, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 12.085168885235912, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 12.085168885235912, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 8.580550319284578, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 8.580550319284578, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 10.044975527879851, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 3.835363824276235, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/metrics/pagerank_networkx.html
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/metrics/pagerank_networkx.html
@ -0,0 +1,180 @@
+<html>
+    <head>
+        <meta charset="utf-8">
+        
+            <script src="lib/bindings/utils.js"></script>
+            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" />
+            <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+            
+        
+<center>
+<h1></h1>
+</center>
+
+<!-- <link rel="stylesheet" href="../node_modules/vis/dist/vis.min.css" type="text/css" />
+<script type="text/javascript" src="../node_modules/vis/dist/vis.js"> </script>-->
+        <link
+          href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/css/bootstrap.min.css"
+          rel="stylesheet"
+          integrity="sha384-eOJMYsd53ii+scO/bJGFsiCZc+5NDVN2yr8+0RDqr0Ql0h+rP48ckxlpbzKgwra6"
+          crossorigin="anonymous"
+        />
+        <script
+          src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0-beta3/dist/js/bootstrap.bundle.min.js"
+          integrity="sha384-JEW9xMcG8R+pH31jmWH6WWP0WintQrMb4s7ZOdauHnUtxwoG2vI5DkLtS3qm9Ekf"
+          crossorigin="anonymous"
+        ></script>
+
+
+        <center>
+          <h1></h1>
+        </center>
+        <style type="text/css">
+
+             #mynetwork {
+                 width: 100%;
+                 height: 600px;
+                 background-color: white;
+                 border: 1px solid lightgray;
+                 position: relative;
+                 float: left;
+             }
+
+             
+
+             
+             #config {
+                 float: left;
+                 width: 400px;
+                 height: 600px;
+             }
+             
+
+             
+        </style>
+    </head>
+
+
+    <body>
+        <div class="card" style="width: 100%">
+            
+            
+            <div id="mynetwork" class="card-body"></div>
+        </div>
+
+        
+        
+            <div id="config"></div>
+        
+
+        <script type="text/javascript">
+
+              // initialize global variables.
+              var edges;
+              var nodes;
+              var allNodes;
+              var allEdges;
+              var nodeColors;
+              var originalNodes;
+              var network;
+              var container;
+              var options, data;
+              var filter = {
+                  item : '',
+                  property : '',
+                  value : []
+              };
+
+              
+
+              
+
+              // This method is responsible for drawing the graph, returns the drawn network
+              function drawGraph() {
+                  var container = document.getElementById('mynetwork');
+
+                  
+
+                  // parsing and collecting nodes and edges from the python
+                  nodes = new vis.DataSet([{"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 2, "label": "Volkswagen AG", "shape": "dot", "size": 2.6656522175918687, "title": "Volkswagen AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 1, "label": "Porsche Automobil Holding", "shape": "dot", "size": 14.003687099537842, "title": "Porsche Automobil Holding\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 3, "label": "Volkswagen", "shape": "dot", "size": 2.6656522175918687, "title": "Volkswagen\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 4, "label": "Audi", "shape": "dot", "size": 9.377492579893957, "title": "Audi\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 5, "label": "Seat", "shape": "dot", "size": 2.6656522175918687, "title": "Seat\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 6, "label": "Skoda Auto", "shape": "dot", "size": 2.6656522175918687, "title": "Skoda Auto\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 7, "label": "Porsche AG", "shape": "dot", "size": 2.6656522175918687, "title": "Porsche AG\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 8, "label": "Lamborghini", "shape": "dot", "size": 2.6745569912566833, "title": "Lamborghini\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilhersteller", "color": " #729b79ff", "font": {"color": "black"}, "id": 9, "label": "Bentley", "shape": "dot", "size": 2.6745569912566833, "title": "Bentley\nAutomobilhersteller", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 10, "label": "Forvia", "shape": "dot", "size": 5.094490318776964, "title": "Forvia\nAutomobilzulieferer", "type": "Company"}, {"branche": "Automobilzulieferer", "color": "#475b63ff", "font": {"color": "black"}, "id": 11, "label": "Hella", "shape": "dot", "size": 2.846954931318525, "title": "Hella\nAutomobilzulieferer", "type": "Company"}]);
+                  edges = new vis.DataSet([{"from": 2, "label": "part_of", "to": 1, "width": 1}, {"from": 1, "label": "part_of", "to": 3, "width": 1}, {"from": 1, "label": "part_of", "to": 4, "width": 1}, {"from": 1, "label": "part_of", "to": 5, "width": 1}, {"from": 1, "label": "part_of", "to": 6, "width": 1}, {"from": 1, "label": "part_of", "to": 7, "width": 1}, {"from": 4, "label": "part_of", "to": 8, "width": 1}, {"from": 4, "label": "part_of", "to": 9, "width": 1}, {"from": 4, "label": "supplierer", "to": 10, "width": 1}, {"from": 11, "label": "part_of", "to": 10, "width": 1}]);
+
+                  nodeColors = {};
+                  allNodes = nodes.get({ returnType: "Object" });
+                  for (nodeId in allNodes) {
+                    nodeColors[nodeId] = allNodes[nodeId].color;
+                  }
+                  allEdges = edges.get({ returnType: "Object" });
+                  // adding nodes and edges to the graph
+                  data = {nodes: nodes, edges: edges};
+
+                  var options = {
+    "configure": {
+        "enabled": true,
+        "filter": [
+            "physics"
+        ]
+    },
+    "edges": {
+        "color": {
+            "inherit": false
+        },
+        "smooth": {
+            "enabled": true,
+            "type": "dynamic"
+        }
+    },
+    "interaction": {
+        "dragNodes": true,
+        "hideEdgesOnDrag": false,
+        "hideNodesOnDrag": false
+    },
+    "physics": {
+        "enabled": true,
+        "repulsion": {
+            "centralGravity": 0.2,
+            "damping": 0.09,
+            "nodeDistance": 150,
+            "springConstant": 0.05,
+            "springLength": 50
+        },
+        "solver": "repulsion",
+        "stabilization": {
+            "enabled": true,
+            "fit": true,
+            "iterations": 1000,
+            "onlyDynamicEdges": false,
+            "updateInterval": 50
+        }
+    }
+};
+
+                  
+
+
+                  
+                  // if this network requires displaying the configure window,
+                  // put it in its div
+                  options.configure["container"] = document.getElementById("config");
+                  
+
+                  network = new vis.Network(container, data, options);
+
+                  
+                    network.on("click", neighbourhoodHighlight);
+                  
+
+                  
+
+                  
+
+
+                  
+
+                  return network;
+
+              }
+              drawGraph();
+        </script>
+    </body>
+</html>
--- a/documentations/seminararbeiten/Verflechtungsanalyse/mockup_verflechtungsanalyse_with_networkx.ipynb
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/mockup_verflechtungsanalyse_with_networkx.ipynb
--- a/documentations/seminararbeiten/Verflechtungsanalyse/relations.csv
+++ b/documentations/seminararbeiten/Verflechtungsanalyse/relations.csv
@ -0,0 +1,11 @@
+from;to;label
+2;1;part_of
+3;1;part_of
+4;1;part_of
+5;1;part_of
+6;1;part_of
+7;1;part_of
+8;4;part_of
+9;4;part_of
+11;10;part_of
+10;4;supplierer