Create data_visualization.py

data_analytics/data_visualization.py

@@ -0,0 +1,16 @@
+import plotly.express as px
+
+class DataVisualization:
+    def __init__(self, data):
+        self.data = data
+
+    def visualize_data(self):
+        # Create interactive dashboards
+        fig = px.scatter(self.data, x='amount', y='frequency', color='cluster')
+        fig.show()
+
+        fig = px.histogram(self.data, x='transaction_type', nbins=20)
+        fig.show()
+
+        fig = px.box(self.data, x='cluster', y='amount')
+        fig.show()