Update app.py

app.py

@@ -90,6 +90,25 @@ if uploaded_file is not None:
             plt.title('Traffic Flow Distribution by Hour')
             st.pyplot()
 
+            # Traffic Data Summary
+            st.write("### Traffic Data Summary")
+            
+            # Calculate the total traffic count and average traffic flow
+            total_traffic_count = total_traffic_by_hour.sum()
+            avg_traffic_flow = total_traffic_by_hour.mean()
+
+            # Find the peak traffic hour and the lowest traffic hour
+            peak_traffic_hour = total_traffic_by_hour.idxmax()
+            peak_traffic_value = total_traffic_by_hour.max()
+            lowest_traffic_hour = total_traffic_by_hour.idxmin()
+            lowest_traffic_value = total_traffic_by_hour.min()
+
+            # Display the summary
+            st.write(f"**Total Traffic Count**: {total_traffic_count:,}")
+            st.write(f"**Average Traffic Flow per Hour**: {avg_traffic_flow:.2f}")
+            st.write(f"**Peak Traffic Hour**: {peak_traffic_hour}:00 with {peak_traffic_value:,} vehicles.")
+            st.write(f"**Lowest Traffic Hour**: {lowest_traffic_hour}:00 with {lowest_traffic_value:,} vehicles.")
+
             # Optional Feature scaling (if user wants to apply scaling)
             st.write("### Feature Scaling")
             if st.checkbox('Apply Standard Scaling'):