Update linkedin_follower_stats.py

linkedin_follower_stats.py

@@ -305,13 +305,16 @@ def fetch_follower_demographics(session, org_urn, functions_map, seniorities_map
                 return current_type_entries
 
             for item in raw_items_list:
+                # Default category name
                 category_name_val = "Unknown"
-                if type_name == "follower_association":
-                    category_name_val = item.get(id_field_name_in_item, f"Unknown {id_field_name_in_item}")
-                else: 
-                    urn_val = item.get(id_field_name_in_item)
-                    entity_id = _parse_urn_to_id(urn_val)
-                    category_name_val = id_map.get(str(entity_id), f"Unknown {type_name.split('_')[-1].capitalize()} (ID: {entity_id if entity_id else urn_val})")
+                
+                # For all types (since follower_association is removed), we parse URN and map to name
+                urn_val = item.get(id_field_name_in_item)
+                entity_id = _parse_urn_to_id(urn_val)
+                
+                # Use a more descriptive unknown if ID mapping fails
+                unknown_label_suffix = type_name.split('_')[-1].capitalize() if '_' in type_name else type_name.capitalize()
+                category_name_val = id_map.get(str(entity_id), f"Unknown {unknown_label_suffix} (ID: {entity_id if entity_id else urn_val})")
                 
                 counts = item.get("followerCounts", {})
                 organic_count = counts.get("organicFollowerCount", 0)
@@ -336,8 +339,7 @@ def fetch_follower_demographics(session, org_urn, functions_map, seniorities_map
             {"items_key": "followerCountsBySeniority", "type_name": "follower_seniority", "id_map": seniorities_map, "id_field": "seniority", "top_n": 10},
             {"items_key": "followerCountsByFunction", "type_name": "follower_function", "id_map": functions_map, "id_field": "function", "top_n": 10},
             {"items_key": "followerCountsByIndustry", "type_name": "follower_industry", "id_map": live_industries_map, "id_field": "industry", "top_n": 10},
-            {"items_key": "followerCountsByGeoCountry", "type_name": "follower_geo", "id_map": live_geo_map, "id_field": "geo", "top_n": 10},
-            {"items_key": "followerCountsByAssociationType", "type_name": "follower_association", "id_map": {}, "id_field": "associationType", "top_n": None} 
+            {"items_key": "followerCountsByGeoCountry", "type_name": "follower_geo", "id_map": live_geo_map, "id_field": "geo", "top_n": 10}
         ]
 
         for config in demographic_configs: