Filter parsing errors from top earners + add change_in_pension

- Drop execs where component sum differs >20% from total (bad parses)
- Add change_in_pension to COMP_KEYS and top50 data
- Removes Eric M. Green, Alan N. Forman etc. with inflated totals

compute_stats.py

@@ -141,12 +141,21 @@ def main():
             }
     comp_stats["breakdown"] = comp_breakdown
 
-    # --- Top 50 highest paid (deduplicated) ---
-    top_candidates = exec_df.nlargest(200, "total")[
-        ["name", "company", "fiscal_year", "total", "title",
-         "salary", "bonus", "stock_awards", "option_awards",
-         "non_equity_incentive", "change_in_pension", "other_compensation"]
+    # --- Top 50 highest paid (deduplicated, validated) ---
+    comp_detail_cols = ["salary", "bonus", "stock_awards", "option_awards",
+                        "non_equity_incentive", "change_in_pension", "other_compensation"]
+    top_pool = exec_df[
+        ["name", "company", "fiscal_year", "total", "title"] + comp_detail_cols
     ].copy()
+
+    # Sanity check: drop records where components don't sum to ~total (parsing errors)
+    top_pool["comp_sum"] = top_pool[comp_detail_cols].fillna(0).sum(axis=1)
+    top_pool["diff_pct"] = ((top_pool["total"] - top_pool["comp_sum"]).abs()
+                            / top_pool["total"].clip(lower=1) * 100)
+    top_pool = top_pool[top_pool["diff_pct"] <= 20]  # allow up to 20% rounding tolerance
+    top_pool = top_pool.drop(columns=["comp_sum", "diff_pct"])
+
+    top_candidates = top_pool.nlargest(200, "total")
     top_candidates["total_rounded"] = (top_candidates["total"] / 1e6).round(1)
     top_candidates = top_candidates.drop_duplicates(
         subset=["name", "company", "fiscal_year", "total_rounded"]
@@ -165,6 +174,7 @@ def main():
             "stock_awards": float(row.get("stock_awards", 0) or 0),
             "option_awards": float(row.get("option_awards", 0) or 0),
             "non_equity_incentive": float(row.get("non_equity_incentive", 0) or 0),
+            "change_in_pension": float(row.get("change_in_pension", 0) or 0),
             "other_compensation": float(row.get("other_compensation", 0) or 0),
         })
 

dashboard_data.json

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-03-05T14:32:04.841195",
+  "generated_at": "2026-03-05T14:47:32.067250",
   "pipeline": {
     "total_docs": 83020,
     "funds": 15540,
@@ -77,6 +77,7 @@
       "stock_awards": 0.0,
       "option_awards": 2283988504.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -90,47 +91,9 @@
       "stock_awards": 296400000.0,
       "option_awards": 797851743.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 3131836.0
     },
-    {
-      "name": "Eric M. Green",
-      "company": "WEST PHARMACEUTICAL SERVICES INC",
-      "title": "President & Chief Executive Officer",
-      "fiscal_year": 2016,
-      "total": 641423648.127,
-      "salary": 749039.0,
-      "bonus": 0.0,
-      "stock_awards": 0.0,
-      "option_awards": 1026285.0,
-      "non_equity_incentive": 1000020.0,
-      "other_compensation": 70066.0
-    },
-    {
-      "name": "Eric M. Green",
-      "company": "WEST PHARMACEUTICAL SERVICES INC",
-      "title": "President & Chief Executive Officer",
-      "fiscal_year": 2017,
-      "total": 611724756.563,
-      "salary": 824038.0,
-      "bonus": 0.0,
-      "stock_awards": 0.0,
-      "option_awards": 1526814.0,
-      "non_equity_incentive": 1500071.0,
-      "other_compensation": 95660.0
-    },
-    {
-      "name": "Alan N. Forman",
-      "company": "STR HOLDINGS, INC.",
-      "title": "Senior Vice President, General Counsel and Secretary",
-      "fiscal_year": 2010,
-      "total": 577181228.0,
-      "salary": 149135.0,
-      "bonus": 100000.0,
-      "stock_awards": 0.0,
-      "option_awards": 0.0,
-      "non_equity_incentive": 1455000.0,
-      "other_compensation": 109516.0
-    },
     {
       "name": "Max Levchin",
       "company": "Affirm Holdings, Inc.",
@@ -142,21 +105,9 @@
       "stock_awards": 0.0,
       "option_awards": 451052591.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 145135.0
     },
-    {
-      "name": "Eric M. Green",
-      "company": "WEST PHARMACEUTICAL SERVICES INC",
-      "title": "President & Chief Executive Officer",
-      "fiscal_year": 2018,
-      "total": 426215378.813,
-      "salary": 879615.0,
-      "bonus": 0.0,
-      "stock_awards": 0.0,
-      "option_awards": 1776454.0,
-      "non_equity_incentive": 1750014.0,
-      "other_compensation": 64977.0
-    },
     {
       "name": "Tony Xu",
       "company": "DoorDash, Inc.",
@@ -168,6 +119,7 @@
       "stock_awards": 413369623.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 297.0
     },
     {
@@ -181,6 +133,7 @@
       "stock_awards": 376180000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 900000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 16520.0
     },
     {
@@ -194,6 +147,7 @@
       "stock_awards": 310414910.0,
       "option_awards": 0.0,
       "non_equity_incentive": 44074722.0,
+      "change_in_pension": 0.0,
       "other_compensation": 280463.0
     },
     {
@@ -207,34 +161,9 @@
       "stock_awards": 370051408.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
-    {
-      "name": "Amin J. Khoury",
-      "company": "B/E AEROSPACE INC",
-      "title": "Chairman and Chief Executive Officer",
-      "fiscal_year": 2012,
-      "total": 311794213.0,
-      "salary": 1181415.0,
-      "bonus": 0.0,
-      "stock_awards": 3744000.0,
-      "option_awards": 0.0,
-      "non_equity_incentive": 2895360.0,
-      "other_compensation": 3973438.0
-    },
-    {
-      "name": "Amin J. Khoury",
-      "company": "B/E AEROSPACE INC",
-      "title": "Chairman and Chief Executive Officer",
-      "fiscal_year": 2011,
-      "total": 310467274.0,
-      "salary": 1135877.0,
-      "bonus": 0.0,
-      "stock_awards": 3600018.0,
-      "option_awards": 0.0,
-      "non_equity_incentive": 2000000.0,
-      "other_compensation": 3731379.0
-    },
     {
       "name": "Sue Nabi",
       "company": "COTY INC.",
@@ -246,6 +175,7 @@
       "stock_awards": 280200000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 42455.0
     },
     {
@@ -259,6 +189,7 @@
       "stock_awards": 276612072.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 3359480.0
     },
     {
@@ -272,6 +203,7 @@
       "stock_awards": 266662480.0,
       "option_awards": 0.0,
       "non_equity_incentive": 480000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 9511.0
     },
     {
@@ -285,6 +217,7 @@
       "stock_awards": 266662480.0,
       "option_awards": 0.0,
       "non_equity_incentive": 480000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 6921.0
     },
     {
@@ -298,6 +231,7 @@
       "stock_awards": 0.0,
       "option_awards": 245953429.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 3254.0
     },
     {
@@ -311,6 +245,7 @@
       "stock_awards": 242449136.0,
       "option_awards": 0.0,
       "non_equity_incentive": 1055136.0,
+      "change_in_pension": 0.0,
       "other_compensation": 26113.0
     },
     {
@@ -324,6 +259,7 @@
       "stock_awards": 242449136.0,
       "option_awards": 0.0,
       "non_equity_incentive": 1055136.0,
+      "change_in_pension": 0.0,
       "other_compensation": 26113.0
     },
     {
@@ -337,6 +273,7 @@
       "stock_awards": 231178101.0,
       "option_awards": 0.0,
       "non_equity_incentive": 1950000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 75274.0
     },
     {
@@ -350,6 +287,7 @@
       "stock_awards": 213985907.0,
       "option_awards": 0.0,
       "non_equity_incentive": 750000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 293550.0
     },
     {
@@ -363,6 +301,7 @@
       "stock_awards": 213000000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 74185.0
     },
     {
@@ -376,6 +315,7 @@
       "stock_awards": 209564040.0,
       "option_awards": 0.0,
       "non_equity_incentive": 105815.0,
+      "change_in_pension": 0.0,
       "other_compensation": 736529.0
     },
     {
@@ -389,6 +329,7 @@
       "stock_awards": 198695790.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 372410.0
     },
     {
@@ -402,6 +343,7 @@
       "stock_awards": 0.0,
       "option_awards": 197468738.0,
       "non_equity_incentive": 864915.0,
+      "change_in_pension": 0.0,
       "other_compensation": 96321.0
     },
     {
@@ -415,6 +357,7 @@
       "stock_awards": 194210935.0,
       "option_awards": 0.0,
       "non_equity_incentive": 1062500.0,
+      "change_in_pension": 0.0,
       "other_compensation": 36898.0
     },
     {
@@ -428,6 +371,7 @@
       "stock_awards": 194210935.0,
       "option_awards": 0.0,
       "non_equity_incentive": 1062500.0,
+      "change_in_pension": 0.0,
       "other_compensation": 22044.0
     },
     {
@@ -441,6 +385,7 @@
       "stock_awards": 102600000.0,
       "option_awards": 80704876.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 6495102.0
     },
     {
@@ -454,6 +399,7 @@
       "stock_awards": 0.0,
       "option_awards": 173606989.0,
       "non_equity_incentive": 3125000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 25879.0
     },
     {
@@ -467,6 +413,7 @@
       "stock_awards": 159026298.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -480,6 +427,7 @@
       "stock_awards": 159026298.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -493,6 +441,7 @@
       "stock_awards": 94555285.0,
       "option_awards": 50504282.0,
       "non_equity_incentive": 6082359.0,
+      "change_in_pension": 0.0,
       "other_compensation": 1935986.0
     },
     {
@@ -506,6 +455,7 @@
       "stock_awards": 149856770.0,
       "option_awards": 0.0,
       "non_equity_incentive": 3177979.0,
+      "change_in_pension": 0.0,
       "other_compensation": 84338.0
     },
     {
@@ -519,6 +469,7 @@
       "stock_awards": 0.0,
       "option_awards": 115884000.0,
       "non_equity_incentive": 3490368.0,
+      "change_in_pension": 600339.0,
       "other_compensation": 29286876.0
     },
     {
@@ -532,21 +483,9 @@
       "stock_awards": 0.0,
       "option_awards": 115884000.0,
       "non_equity_incentive": 3490368.0,
+      "change_in_pension": 600339.0,
       "other_compensation": 29266876.0
     },
-    {
-      "name": "Sumit Singh",
-      "company": "Chewy, Inc.",
-      "title": "Chief Executive Officer",
-      "fiscal_year": 2019,
-      "total": 149851889.0,
-      "salary": 1200000.0,
-      "bonus": 0.0,
-      "stock_awards": 0.0,
-      "option_awards": 0.0,
-      "non_equity_incentive": 1328676.0,
-      "other_compensation": 37836.0
-    },
     {
       "name": "George Kurtz",
       "company": "CrowdStrike Holdings, Inc.",
@@ -558,6 +497,7 @@
       "stock_awards": 146123040.0,
       "option_awards": 0.0,
       "non_equity_incentive": 815588.0,
+      "change_in_pension": 0.0,
       "other_compensation": 7118.0
     },
     {
@@ -571,6 +511,7 @@
       "stock_awards": 15000000.0,
       "option_awards": 132231612.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -584,6 +525,7 @@
       "stock_awards": 15000000.0,
       "option_awards": 132231612.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -597,6 +539,7 @@
       "stock_awards": 145567104.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -610,6 +553,7 @@
       "stock_awards": 145567104.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 0.0
     },
     {
@@ -623,6 +567,7 @@
       "stock_awards": 121302000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 15364186.0
     },
     {
@@ -636,6 +581,7 @@
       "stock_awards": 121302000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 14919102.0
     },
     {
@@ -649,6 +595,7 @@
       "stock_awards": 140304682.0,
       "option_awards": 0.0,
       "non_equity_incentive": 2000000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 772760.0
     },
     {
@@ -662,6 +609,7 @@
       "stock_awards": 142333345.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 12000.0
     },
     {
@@ -675,6 +623,7 @@
       "stock_awards": 132930000.0,
       "option_awards": 0.0,
       "non_equity_incentive": 4200000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 339280.0
     },
     {
@@ -688,6 +637,7 @@
       "stock_awards": 140304682.0,
       "option_awards": 0.0,
       "non_equity_incentive": 500000.0,
+      "change_in_pension": 0.0,
       "other_compensation": 772760.0
     },
     {
@@ -701,6 +651,7 @@
       "stock_awards": 116505684.0,
       "option_awards": 21487039.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 19162.0
     },
     {
@@ -714,7 +665,106 @@
       "stock_awards": 0.0,
       "option_awards": 0.0,
       "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
       "other_compensation": 136595887.0
+    },
+    {
+      "name": "David Simon",
+      "company": "SIMON PROPERTY GROUP INC /DE/",
+      "title": "Chairman and Chief Executive Officer",
+      "fiscal_year": 2011,
+      "total": 137166545.0,
+      "salary": 1211538.0,
+      "bonus": 4000000.0,
+      "stock_awards": 131939768.0,
+      "option_awards": 0.0,
+      "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 15239.0
+    },
+    {
+      "name": "Leonard S. Schleifer, M.D., Ph.D.",
+      "company": "REGENERON PHARMACEUTICALS, INC.",
+      "title": "President and Chief Executive Officer",
+      "fiscal_year": 2020,
+      "total": 135350121.0,
+      "salary": 1480119.0,
+      "bonus": 0.0,
+      "stock_awards": 130000032.0,
+      "option_awards": 0.0,
+      "non_equity_incentive": 3567714.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 302256.0
+    },
+    {
+      "name": "George D. Yancopoulos, M.D., Ph.D.",
+      "company": "REGENERON PHARMACEUTICALS, INC.",
+      "title": "President and Chief Scientific Officer",
+      "fiscal_year": 2018,
+      "total": 134383319.0,
+      "salary": 1258096.0,
+      "bonus": 0.0,
+      "stock_awards": 130000032.0,
+      "option_awards": 0.0,
+      "non_equity_incentive": 3004391.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 120800.0
+    },
+    {
+      "name": "Omid Kordestani",
+      "company": "Alphabet Inc.",
+      "title": "Former Senior Vice President and Chief Business Officer",
+      "fiscal_year": 2014,
+      "total": 129903052.0,
+      "salary": 237500.0,
+      "bonus": 6500000.0,
+      "stock_awards": 123153001.0,
+      "option_awards": 0.0,
+      "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 12551.0
+    },
+    {
+      "name": "Omid Kordestani",
+      "company": "Google Inc.",
+      "title": "Senior Vice President and Chief Business Officer",
+      "fiscal_year": 2014,
+      "total": 129903052.0,
+      "salary": 237500.0,
+      "bonus": 6500000.0,
+      "stock_awards": 123153001.0,
+      "option_awards": 0.0,
+      "non_equity_incentive": 0.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 12551.0
+    },
+    {
+      "name": "David M. Zaslav",
+      "company": "Discovery, Inc.",
+      "title": "President and Chief Executive Officer",
+      "fiscal_year": 2018,
+      "total": 129499005.0,
+      "salary": 3000000.0,
+      "bonus": 0.0,
+      "stock_awards": 14839655.0,
+      "option_awards": 102107461.0,
+      "non_equity_incentive": 9000000.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 551889.0
+    },
+    {
+      "name": "David M. Zaslav",
+      "company": "Discovery, Inc.",
+      "title": "President and Chief Executive Officer",
+      "fiscal_year": 2018,
+      "total": 129449005.0,
+      "salary": 3000000.0,
+      "bonus": 0.0,
+      "stock_awards": 14839655.0,
+      "option_awards": 102107461.0,
+      "non_equity_incentive": 9000000.0,
+      "change_in_pension": 0.0,
+      "other_compensation": 551889.0
     }
   ],
   "tables_by_year": {

index.html

@@ -546,6 +546,7 @@ const COMP_KEYS = [
   {key:'option_awards',        label:'Option Awards',  color:'#7C3AED'},
   {key:'bonus',                label:'Bonus',          color:'#D97706'},
   {key:'non_equity_incentive', label:'Non-Equity',     color:'#16A34A'},
+  {key:'change_in_pension',    label:'Pension Chg',    color:'#F59E0B'},
   {key:'other_compensation',   label:'Other',          color:'#94A3B8'},
 ];