Add 'Similarity Score' to data handling in app.py

This update incorporates 'Similarity Score' into various sections of app.py, enhancing the data structure for trimming variables and ensuring consistent handling across the application. The changes improve the overall functionality and flexibility of the data processing related to player lineups.

app.py

@@ -952,6 +952,7 @@ with tab2:
                     'Lineup Edge': st.session_state['working_frame']['Lineup Edge'],
                     'Weighted Own': st.session_state['working_frame']['Weighted Own'],
                     'Geomean': st.session_state['working_frame']['Geomean'],
+                    'Similarity Score': st.session_state['working_frame']['Similarity Score']
                 }
 
             if 'trimming_dict_maxes' not in st.session_state:
@@ -960,7 +961,8 @@ with tab2:
                     'Geomean': st.session_state['working_frame']['Geomean'].max(),
                     'Weighted Own': st.session_state['working_frame']['Weighted Own'].max(),
                     'median': st.session_state['working_frame']['median'].max(),
-                    'Finish_percentile': st.session_state['working_frame']['Finish_percentile'].max()
+                    'Finish_percentile': st.session_state['working_frame']['Finish_percentile'].max(),
+                    'Similarity Score': st.session_state['working_frame']['Similarity Score'].max()
                 }
 
         col1, col2 = st.columns([2, 8])
@@ -971,7 +973,8 @@ with tab2:
                     'Geomean': 500.0,
                     'Weighted Own': 500.0,
                     'median': 500.0,
-                    'Finish_percentile': 1.0
+                    'Finish_percentile': 1.0,
+                    'Similarity Score': 1.0
                 }
             with st.expander('Macro Filter Options'):
                 with st.form(key='macro_filter_form'):