Update app

app.py

@@ -281,6 +281,23 @@ if (st.session_state.uploaded):
     future_lower_series = pd.Series(confint[:, 0], index=future_index_of_fc)
     future_upper_series = pd.Series(confint[:, 1], index=future_index_of_fc)
 
+
+    # Streamlit plot
+    st.title("Final Forecast of Retail Sales")
+    st.line_chart(df['Sales'][-50:])
+    st.line_chart(future_fitted_series, use_container_width=True, key='fitted_chart')
+    st.area_chart(pd.concat([future_lower_series, future_upper_series], axis=1), key='confidence_interval_chart')
+
     auto_sales_growth = sales_growth(df, future_fitted_series)
+    df = auto_sales_growth
+    df = df.reset_index()
+    df['Date'] = df['Date'].dt.strftime('%B %d, %Y')
+    df[df.columns] = df[df.columns].astype(str)
+
     st.write("Forecasted sales in the next 3 months")
-    st.write(auto_sales_growth)
+    st.write(df)
+
+
+    question = st.text_input('Ask a Question about the Forecasted Data', placeholder="What is the total sales in the month of December?")
+    answer = get_converted_answer(df, question)
+    st.write('The answer for that is:', answer)