Update projections_df processing in app.py: add ownership percentage conversion and ensure salary formatting for improved data integrity and analysis accuracy.

app.py

@@ -187,7 +187,10 @@ with tab1:
             
             if 'projections_df' not in st.session_state:
                 st.session_state['projections_df'] = projections.copy()
-                st.session_state['projections_df']['salary'] = (st.session_state['projections_df']['salary'].astype(str).str.replace(',', '').astype(float).astype(int))
+
+            st.session_state['projections_df']['ownership'] = st.session_state['projections_df']['ownership'].str.replace('%', '').astype(float)
+            st.session_state['projections_df']['salary'] = (st.session_state['projections_df']['salary'].astype(str).str.replace(',', '').astype(float).astype(int))
+            
             try:
                 name_id_map = dict(zip(
                     st.session_state['csv_file']['Name'],