diff --git a/taipy/common/config/ScenarioConfig.py b/taipy/common/config/ScenarioConfig.py
new file mode 100644
index 0000000000..a6c8d10f61
--- /dev/null
+++ b/taipy/common/config/ScenarioConfig.py
@@ -0,0 +1,46 @@
+import matplotlib.pyplot as plt
+import networkx as nx
+
+
+class ScenarioConfig:
+    def __init__(self):
+        self.graph = nx.DiGraph()  # Create a directed graph
+
+    def add_node(self, node):
+        """Add a node to the graph."""
+        self.graph.add_node(node)
+
+    def add_edge(self, from_node, to_node):
+        """Add an edge between two nodes."""
+        self.graph.add_edge(from_node, to_node)
+
+    def export_graph_as_image(self, file_path):
+        """Export the graph as an image."""
+        plt.figure(figsize=(10, 6))
+        pos = nx.spring_layout(self.graph)  # Positioning the nodes
+        nx.draw(self.graph, pos, with_labels=True, node_size=3000, node_color='lightblue', font_size=10,
+                font_weight='bold')
+
+        # Save the graph as an image
+        plt.savefig(file_path)
+        plt.close()  # Close the plot to avoid display
+        print(f"Graph exported as image: {file_path}")
+
+
+if __name__ == "__main__":
+    config = ScenarioConfig()
+
+    # Add vertices (nodes)
+    config.add_node("Node1")
+    config.add_node("Node2")
+    config.add_node("Node3")
+    config.add_node("Node4")
+
+    # Add edges (connections)
+    config.add_edge("Node1", "Node2")
+    config.add_edge("Node1", "Node3")
+    config.add_edge("Node2", "Node4")
+    config.add_edge("Node3", "Node4")
+
+    # Export the graph as an image
+    config.export_graph_as_image("scenario_graph.png")
diff --git a/taipy/common/config/graph_visualizer.py b/taipy/common/config/graph_visualizer.py
deleted file mode 100644
index 00761734c9..0000000000
--- a/taipy/common/config/graph_visualizer.py
+++ /dev/null
@@ -1,17 +0,0 @@
-import matplotlib.pyplot as plt
-import networkx as nx
-
-def visualize_scenario_graph(config):
-    G = nx.DiGraph()
-
-    for node in config['nodes']:
-        G.add_node(node['id'], label=node['label'])
-    for edge in config['edges']:
-        G.add_edge(edge['from'], edge['to'], label=edge['label'])
-
-    pos = nx.spring_layout(G)
-    nx.draw(G, pos, with_labels=True)
-    labels = nx.get_edge_attributes(G, 'label')
-    nx.draw_networkx_edge_labels(G, pos, edge_labels=labels)
-
-    plt.show()
diff --git a/taipy/common/config/scenario_graph.png b/taipy/common/config/scenario_graph.png
new file mode 100644
index 0000000000..0e3f61339d
Binary files /dev/null and b/taipy/common/config/scenario_graph.png differ
diff --git a/taipy/common/config/scenario_grph.png b/taipy/common/config/scenario_grph.png
new file mode 100644
index 0000000000..016078717a
Binary files /dev/null and b/taipy/common/config/scenario_grph.png differ