Update app.py

app.py

@@ -44,9 +44,9 @@ with open('timeBand_le.pkl','rb') as file2:
 # DATA from user
 def user_report():
   
-  Share = round(float(st.sidebar.slider('Share', 0.000000, 100.000000, 0.611246)), 6)
-  AMA = round(float(st.sidebar.slider('AMA', 0.000000, 45.000000, 4.196084)), 6)
-  rate = round(float(st.sidebar.slider('rate', 0.000000, 1.500000, 0.018516)), 6)  
+  Share = round(float(st.sidebar.slider('Share', 0.000000, 100.000000, 0.611246, step=0.000001)), 6)
+  AMA = round(float(st.sidebar.slider('AMA', 0.000000, 45.000000, 4.196084, step=0.000001)), 6)
+  rate = round(float(st.sidebar.slider('rate', 0.000000, 1.500000, 0.018516, step=0.000001)), 6)  
   daily_reach = round(float(st.sidebar.slider('daily reach', 0.000000, 300.000000, 36.23)), 6) 
   cume_reach = round(float(st.sidebar.slider('cume reach', 0.000000, 300.000000, 36.231006)), 6)
 
@@ -74,7 +74,25 @@ def user_report():
       Week_Day_Encoded =2
   else:
       Week_Day_Encoded=3
-  
+
+
+  # The Time Band dictionary provided
+  time_band_dict = {
+    '02:00:00 - 02:30:00': 0, '02:30:00 - 03:00:00': 1, '03:00:00 - 03:30:00': 2, '03:30:00 - 04:00:00': 3,
+    '04:00:00 - 04:30:00': 4, '04:30:00 - 05:00:00': 5, '05:00:00 - 05:30:00': 6, '05:30:00 - 06:00:00': 7,
+    '06:00:00 - 06:30:00': 8, '06:30:00 - 07:00:00': 9, '07:00:00 - 07:30:00': 10, '07:30:00 - 08:00:00': 11,
+    '08:00:00 - 08:30:00': 12, '08:30:00 - 09:00:00': 13, '09:00:00 - 09:30:00': 14, '09:30:00 - 10:00:00': 15,
+    '10:00:00 - 10:30:00': 16, '10:30:00 - 11:00:00': 17, '11:00:00 - 11:30:00': 18, '11:30:00 - 12:00:00': 19,
+    '12:00:00 - 12:30:00': 20, '12:30:00 - 13:00:00': 21, '13:00:00 - 13:30:00': 22, '13:30:00 - 14:00:00': 23,
+    '14:00:00 - 14:30:00': 24, '14:30:00 - 15:00:00': 25, '15:00:00 - 15:30:00': 26, '15:30:00 - 16:00:00': 27,
+    '16:00:00 - 16:30:00': 28, '16:30:00 - 17:00:00': 29, '17:00:00 - 17:30:00': 30, '17:30:00 - 18:00:00': 31,
+    '18:00:00 - 18:30:00': 32, '18:30:00 - 19:00:00': 33, '19:00:00 - 19:30:00': 34, '19:30:00 - 20:00:00': 35,
+    '20:00:00 - 20:30:00': 36, '20:30:00 - 21:00:00': 37, '21:00:00 - 21:30:00': 38, '21:30:00 - 22:00:00': 39,
+    '22:00:00 - 22:30:00': 40, '22:30:00 - 23:00:00': 41, '23:00:00 - 23:30:00': 42, '23:30:00 - 24:00:00': 43,
+    '24:00:00 - 24:30:00': 44, '24:30:00 - 25:00:00': 45, '25:00:00 - 25:30:00': 46, '25:30:00 - 26:00:00': 47}
+
+  Time_Band_Encoded = st.sidebar.selectbox('Time Band', list(time_band_dict.keys()))
+    
   user_report_data = {
        'Share': Share, 
        'AMA': AMA,