Update app.py

app.py

@@ -237,7 +237,7 @@ if app_page == 'Prediction & Feature Importance':
 
     st.line_chart(fp_pred, x='ds', y='trend')
     
-    st.write("Predictions between 2020 and 2024")
+    st.write("Time Series Predictions between 2020 and 2024")
     df2 = df2[(df2['ds'] >= "1992-01-15 00:00:00") & (df2['ds'] <= "2020-01-15 00:00:00")]
     
     df_fp = pd.concat([df2['ds'], df2['Fed Effective Funds Rate']], axis=1)
@@ -251,12 +251,9 @@ if app_page == 'Prediction & Feature Importance':
     fp_pred = fp_model.predict(future)
     chart_fp_pred = fp_pred
     fp_pred = fp_pred[["ds","trend"]]
-
-
+    fp_pred = fp_pred[fp_pred['ds'] > "2020-01-15 00:00:00"]
     st.dataframe(fp_pred)
 
-    st.line_chart(fp_pred, x='ds', y='trend')
-
     # Extract seasonality components
     fig = fp_model.plot_components(chart_fp_pred)