bugfix: Manufacturers Alerts

app.py

@@ -323,6 +323,10 @@ elif page == "Customer Analysis":
                 # Convert cliente_id to string
                 predict_data['cliente_id'] = predict_data['cliente_id'].astype(str)
 
+                st.write("Columns in predict_data:", predict_data.columns)
+                st.write("First few rows of predict_data:")
+                st.write(predict_data.head())
+
             with st.spinner("Filtering data..."):
                 # If selected_manufacturer is not None, filter by manufacturer, otherwise use all
                 if selected_manufacturer:
@@ -334,6 +338,9 @@ elif page == "Customer Analysis":
                         'ventas_predichas': 'sum'
                     }).reset_index()
 
+                st.write("Filtered customer_data:")
+                st.write(customer_data.head())
+
             # Historical data filtering based on whether a manufacturer is selected or not
             if selected_manufacturer:
                 filtered_historical_data = historical_data[