Update app.py

app.py

@@ -200,7 +200,10 @@ def predict_opinion(excel_file: gr.File):
     X_input_scaled = scaler_sel.transform(X_input)
     y_pred = final_model.predict(X_input_scaled, fhe="simulate")
     labels = encoder.inverse_transform(y_pred)
-    return pd.DataFrame({"Tahmin Görüş Tipi": labels})
+    return pd.DataFrame({
+    "Periyot": raw_df.loc[X_input.index, "Periyot"],
+    "Tahmin Görüş Tipi": labels})
+
 
 # Gradio UI
 with gr.Blocks(theme=gr.themes.Default(primary_hue="blue")) as demo: