Refactor app.py: Correct column references for ownership calculations and site filtering. Updated DataFrame column names from 'site' to 'Site' for consistency and adjusted ownership index references from 12 to 9 for both DraftKings and FanDuel, ensuring accurate data processing.

app.py

@@ -151,10 +151,10 @@ with tab2:
 
         if site_var1 == 'Draftkings':
             raw_baselines = hold_display
-            ROO_slice = raw_baselines[raw_baselines['site'] == 'Draftkings']
+            ROO_slice = raw_baselines[raw_baselines['Site'] == 'Draftkings']
             # Get the minimum and maximum ownership values from dk_lineups
-            min_own = np.min(dk_lineups[:,12])
-            max_own = np.max(dk_lineups[:,12])
+            min_own = np.min(dk_lineups[:,9])
+            max_own = np.max(dk_lineups[:,9])
             column_names = dk_columns
             
             player_var1 = st.radio("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
@@ -165,9 +165,9 @@ with tab2:
                     
         elif site_var1 == 'Fanduel':
             raw_baselines = hold_display
-            ROO_slice = raw_baselines[raw_baselines['site'] == 'Fanduel']
-            min_own = np.min(fd_lineups[:,12])
-            max_own = np.max(fd_lineups[:,12])
+            ROO_slice = raw_baselines[raw_baselines['Site'] == 'Fanduel']
+            min_own = np.min(fd_lineups[:,9])
+            max_own = np.max(fd_lineups[:,9])
             column_names = fd_columns
             
             player_var1 = st.radio("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
@@ -270,10 +270,10 @@ with tab2:
                             np.std(st.session_state.working_seed[:,7])
                         ],
                         'Own': [
-                            np.min(st.session_state.working_seed[:,12]),
-                            np.mean(st.session_state.working_seed[:,12]),
-                            np.max(st.session_state.working_seed[:,12]),
-                            np.std(st.session_state.working_seed[:,12])
+                            np.min(st.session_state.working_seed[:,8]),
+                            np.mean(st.session_state.working_seed[:,8]),
+                            np.max(st.session_state.working_seed[:,8]),
+                            np.std(st.session_state.working_seed[:,8])
                         ]
                     })
                 elif site_var1 == 'Fanduel':
@@ -292,10 +292,10 @@ with tab2:
                             np.std(st.session_state.working_seed[:,7])
                         ],
                         'Own': [
-                            np.min(st.session_state.working_seed[:,12]),
-                            np.mean(st.session_state.working_seed[:,12]),
-                            np.max(st.session_state.working_seed[:,12]),
-                            np.std(st.session_state.working_seed[:,12])
+                            np.min(st.session_state.working_seed[:,8]),
+                            np.mean(st.session_state.working_seed[:,8]),
+                            np.max(st.session_state.working_seed[:,8]),
+                            np.std(st.session_state.working_seed[:,8])
                         ]
                     })