Update app.py

app.py

@@ -4,6 +4,10 @@ from joblib import load
 from tensorflow.keras.models import load_model
 import tensorflow as tf
 import pickle
+import pandas as pd  # Ensure pandas is imported for Excel file handling
+
+# Load the DataFrame from the Excel file
+df = pd.read_excel('dataset.xls')  # Replace with the correct path to your dataset
 
 # Load the LabelEncoder and ColumnTransformer before prediction
 with open('label_encoder.pkl', 'rb') as f: