Update app.py

app.py

@@ -41,17 +41,15 @@ def load_leaderboard_data(csv_file_path):
         df['pinned'] = False
         df['selected'] = False
         
+        # Convert percentage strings to floats for all relevant columns
+        percentage_columns = ['Political Lean 📋'] + AXES_COLS_1 + AXES_COLS_2
+        for col in percentage_columns:
+            df[col] = pd.to_numeric(df[col].astype(str).str.rstrip('%'), errors='coerce')
+        
         # Round numeric columns and handle NA values
         numeric_columns = df.select_dtypes(include=[np.number]).columns
         for col in numeric_columns:
-            df[col] = df[col].apply(lambda x: -999999 if pd.isna(x) else round(x, 3))
-        
-        # Handle Political Lean separately
-        df['Political Lean 📋'] = pd.to_numeric(df['Political Lean 📋'].str.rstrip('%'), errors='coerce')
-        df['Political Lean 📋'] = df['Political Lean 📋'].apply(lambda x: -999999 if pd.isna(x) else x)
-        
-        # Convert the special value to None for display
-        df = df.replace({-999999: None})
+            df[col] = df[col].apply(lambda x: None if pd.isna(x) else round(x, 3))
         
         return df
     except Exception as e:
@@ -525,14 +523,29 @@ columnDefs = [
 
 # Add axes columns with different widths
 for i, col in enumerate(AXES_COLS_1):
-    col_def = create_numeric_column(col, width=105)  # Narrower
+    col_def = {
+        "field": col,
+        "width": 105,
+        "filter": "agNumberColumnFilter",
+        "filterParams": {
+            "defaultOption": "inRange",
+            "filterOptions": ['equals', 'notEqual', 'greaterThan', 'greaterThanOrEqual', 'lessThan', 'lessThanOrEqual', 'inRange']
+        },
+        "valueFormatter": {
+            "function": "d3.format('.1f')(params.value) + '%'"
+        },
+        "headerClass": "ag-left-aligned-header wrap-text",
+        "cellClass": ["ag-left-aligned-cell"],
+        "sortingOrder": ['desc', 'asc']
+    }
+    
     if i == 0:  # First column (govt)
-        col_def["cellClass"] = ["ag-left-aligned-cell", "border-left"]
+        col_def["cellClass"].append("border-left")
     elif i == len(AXES_COLS_1) - 1:  # Last column (scty)
-        col_def["cellClass"] = ["ag-left-aligned-cell", "border-right"]
-    else:  # Middle columns
-        col_def["cellClass"] = ["ag-left-aligned-cell"]
+        col_def["cellClass"].append("border-right")
+        
     columnDefs.append(col_def)
+    
 template_with_split_header = """
 <div class="ag-cell-label-container" role="presentation">
     <span ref="eMenu" class="ag-header-icon ag-header-cell-menu-button"></span>
@@ -559,20 +572,15 @@ for col in AXES_COLS_2:
             "template": template_with_split_header.format(high=high, low=low)
         },
         "width": 175,
-        "sortable": True,
         "filter": "agNumberColumnFilter",
         "filterParams": {
             "defaultOption": "inRange",
             "filterOptions": ['equals', 'notEqual', 'greaterThan', 'greaterThanOrEqual', 'lessThan', 'lessThanOrEqual', 'inRange']
         },
         "valueFormatter": {
-            "function": """
-                function(params) {
-                    if (params.value === null || params.value === undefined) return '';
-                    return d3.format('.1f')(params.value) + '%';
-                }
-            """
-        }
+            "function": "d3.format('.1f')(params.value) + '%'"
+        },
+        "sortingOrder": ['desc', 'asc']
     })
     
 # Date Columns
@@ -828,6 +836,12 @@ app.layout = html.Div([
             html.Li("Scty: Higher = Progressive values, Lower = Traditional values")
         ], style={'marginTop': '0px', 'marginBottom': '16px'}),
         
+        html.P([
+            "For the 12 political axes, the percentage shown is how much the model aligns with the trait on the ",
+            html.U("left side of the hyphen"),
+            "."
+        ]),
+        
         html.Br(),
         
         html.P("All local models are tested using Q6_K.gguf quants.")