bot upgraded

hotels/booking_analyzer.py

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+import json
+import pandas as pd
+
+# Load the JSON file
+file_path = '../../modules/analyzed_9.json'
+with open(file_path, 'r', encoding='utf-8') as file:
+    data = json.load(file)
+
+# Process the data into a structured format
+reservations = []
+for booking in data:
+    for guest in booking.get("guests", []):
+        reservations.append({
+            "Reservation ID": booking.get("id"),
+            "Hotel Name": booking.get("hotelName"),
+            "Room Number": booking.get("roomNumber"),
+            "Room Type": booking.get("roomTypeName"),
+            "Check-in": booking.get("from"),
+            "Check-out": booking.get("until"),
+            "Status": booking.get("checkInStatus"),
+            "Price": booking.get("reservationPrice"),
+            "Discount": booking.get("discount"),
+            "Guest Name": f"{guest.get('lastName', '')} {guest.get('firstName', '')} {guest.get('middleName', '')}".strip(),
+            "Guest Birthdate": guest.get("birthDate"),
+            "Guest Phone": guest.get("phone"),
+            "Guest Email": guest.get("email"),
+        })
+
+# Convert to DataFrame for better visualization
+df_reservations = pd.DataFrame(reservations)
+
+# Display the structured data
+import ace_tools as tools; tools.display_dataframe_to_user(name="Structured Reservations Data", dataframe=df_reservations)