Refactor raw_display filtering in app.py to streamline player data selection for DraftKings and FanDuel. This change ensures that only relevant player data is processed for each site, enhancing the accuracy of ownership calculations and improving overall clarity in the data handling logic.

app.py

@@ -164,12 +164,12 @@ def init_baselines(sport):
         raw_display = pd.DataFrame(list(cursor))
         raw_display = raw_display[['Player', 'Minutes Proj', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '4x%', '5x%', '6x%', 'GPP%',
                                    'Own', 'Small_Own', 'Large_Own', 'Cash_Own', 'CPT_Own', 'LevX', 'ValX', 'site', 'version', 'slate', 'timestamp', 'player_id']]
+        raw_display = raw_display[raw_display['site'] == 'Draftkings']
         raw_display['Small_Field_Own'] = raw_display['Large_Own']
         raw_display['small_CPT_Own_raw'] = (raw_display['Small_Field_Own'] / 2) * ((100 - (100-raw_display['Small_Field_Own']))/100)
         small_cpt_own_var = 200 / raw_display['small_CPT_Own_raw'].sum()
         raw_display['small_CPT_Own'] = raw_display['small_CPT_Own_raw'] * small_cpt_own_var
         raw_display['cpt_Median'] = raw_display['Median'] * 1.25
-        raw_display = raw_display[raw_display['site'] == 'Draftkings']
         raw_display['STDev'] = raw_display['Median'] / 4
         raw_display['CPT_STDev'] = raw_display['cpt_Median'] / 4
         
@@ -181,10 +181,10 @@ def init_baselines(sport):
         raw_display = pd.DataFrame(list(cursor))
         raw_display = raw_display[['Player', 'Minutes Proj', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '4x%', '5x%', '6x%', 'GPP%',
                                    'Own', 'Small_Own', 'Large_Own', 'Cash_Own', 'CPT_Own', 'LevX', 'ValX', 'site', 'version', 'slate', 'timestamp', 'player_id']]
+        raw_display = raw_display[raw_display['site'] == 'Fanduel']
         raw_display['Small_Field_Own'] = raw_display['Large_Own']
         raw_display['small_CPT_Own'] = raw_display['CPT_Own']
         raw_display['cpt_Median'] = raw_display['Median']
-        raw_display = raw_display[raw_display['site'] == 'Fanduel']
         raw_display['STDev'] = raw_display['Median'] / 4
         raw_display['CPT_STDev'] = raw_display['cpt_Median'] / 4