Refactor percentile keys in app.py for improved clarity. Changed percentile labels from 'P10', 'P25', 'P50', 'P75', 'P90' to '10%', '25%', '50%', '75%', '90%' to enhance readability and user understanding of statistical projections for player performance metrics.

app.py

@@ -325,11 +325,11 @@ if st.button("Run"):
             'Player': idx,
             'Position': row['position'],
             'Stat': 'Kills',
-            'P10': percentiles['Kill_Proj'][0],
-            'P25': percentiles['Kill_Proj'][1],
-            'P50': percentiles['Kill_Proj'][2],
-            'P75': percentiles['Kill_Proj'][3],
-            'P90': percentiles['Kill_Proj'][4]
+            '10%': percentiles['Kill_Proj'][0],
+            '25%': percentiles['Kill_Proj'][1],
+            '50%': percentiles['Kill_Proj'][2],
+            '75%': percentiles['Kill_Proj'][3],
+            '90%': percentiles['Kill_Proj'][4]
         })
         # Repeat for other stats
         for stat, name in [('Death_Proj', 'Deaths'), ('Assist_Proj', 'Assists'), ('CS_Proj', 'CS')]:
@@ -337,11 +337,11 @@ if st.button("Run"):
                 'Player': idx,
                 'Position': row['position'],
                 'Stat': name,
-                'P10': percentiles[stat][0],
-                'P25': percentiles[stat][1],
-                'P50': percentiles[stat][2],
-                'P75': percentiles[stat][3],
-                'P90': percentiles[stat][4]
+                '10%': percentiles[stat][0],
+                '25%': percentiles[stat][1],
+                '50%': percentiles[stat][2],
+                '75%': percentiles[stat][3],
+                '90%': percentiles[stat][4]
             })
     
     sim_df = pd.DataFrame(sim_results)