{
  "meta": {
    "schema_version": 1,
    "generated_at": "2026-08-17T00:17:18Z",
    "ticker": "WEC",
    "cik": "0000783325",
    "entity_name": "WEC ENERGY GROUP, INC.",
    "display": {
      "title": "WEC ENERGY GROUP, INC. (WEC)",
      "description": "Key business-metric trends and peer-relative scores. Not investment advice."
    }
  },
  "panels": [
    {
      "id": "key_metric_trend",
      "title": "Key business metric trend",
      "kind": "multi_series_chart",
      "open": true,
      "tabs": [
        {
          "id": "income_cashflow",
          "label": "Income and cashflow",
          "unit": "USD",
          "series": [
            {
              "id": "revenue_ttm",
              "label": "Revenue TTM",
              "color": "#e09144",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 10137400000.0
              },
              "points": [
                {
                  "end": "2013-03-31",
                  "value": 4330400000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 4398000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 4411900000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 4519000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 4938800000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 4970200000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 4950300000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 4997100000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 4690000000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 4637500000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 5302900000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 5926100000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 6733000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 7343800000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 7357600000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 7472300000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 7582000000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 7611500000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 7556500000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 7648500000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 7630500000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 7671500000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 7657700000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 7679500000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 7770400000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 7688100000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 7652400000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 7523100000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 7254300000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 7212800000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 7255800000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 7241700000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 7824500000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 7952000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 8047500000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 8316000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 8532700000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 8984400000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 9240900000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 9597400000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 9577400000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 9279500000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 9233900000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 8893000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 8685100000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 8627100000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 8533200000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 8599900000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 9069200000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 9306700000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 9547200000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 9800100000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 10084800000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 10137400000.0
                }
              ]
            },
            {
              "id": "operating_income_ttm",
              "label": "Operating Income TTM",
              "color": "#7392c9",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 2315300000.0
              },
              "points": [
                {
                  "end": "2009-03-31",
                  "value": 680700000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 691200000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 657200000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 661800000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 647200000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 692100000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 790700000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 810400000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 877600000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 888700000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 910000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 887300000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 887400000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 935600000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 991900000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 1000300000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 1025600000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 1032500000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 1009900000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 1080100000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 1140900000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 1152100000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 1140200000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 1112100000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 1089100000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 1014200000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 1113800000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 1250500000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 1481000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 1647300000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 1700600000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 1682100000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 1707500000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 1737600000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 1730800000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 1776100000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 1706500000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 1675100000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 1585600000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 1468400000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 1466100000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 1449900000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 1458100000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 1531400000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 1615200000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 1639400000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 1698700000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 1706100000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 1708800000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 1738800000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 1758600000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 1714900000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 1817000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 1856400000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 1870600000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 1924200000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 1862100000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 1879200000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 1947000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 1908000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 2052100000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 1991600000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 1903300000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 2152800000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 2276900000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 2317000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 2382900000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 2244900000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 2287400000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 2315300000.0
                }
              ]
            },
            {
              "id": "net_income_ttm",
              "label": "Net Income TTM",
              "color": "#72ac80",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 1691500000.0
              },
              "points": [
                {
                  "end": "2009-03-31",
                  "value": 377400000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 383100000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 364100000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 382400000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 370600000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 395600000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 449300000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 456500000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 497700000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 518500000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 536100000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 526200000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 527400000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 537200000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 563500000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 546300000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 550800000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 550500000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 531900000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 578600000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 609600000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 623600000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 612400000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 589500000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 577700000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 525600000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 581800000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 640300000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 790700000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 891200000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 925700000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 939000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 949400000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 967100000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 965500000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 1203700000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 1237200000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 1269100000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 1286900000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 1059300000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 1089300000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 1094000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 1095100000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 1134000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 1166400000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 1172300000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 1204800000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 1199900000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 1257500000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 1291900000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 1315100000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 1300300000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 1356100000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 1367600000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 1379600000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 1408100000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 1349700000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 1351900000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 1365900000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 1331700000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 1446500000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 1368100000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 1292200000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 1527200000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 1629100000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 1663200000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 1694400000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 1557500000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 1637700000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 1691500000.0
                }
              ]
            },
            {
              "id": "free_cash_flow_ttm",
              "label": "Free Cash Flow TTM",
              "color": "#8b7ec8",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 3574200000.0
              },
              "points": [
                {
                  "end": "2009-06-30",
                  "value": -461700000.0
                },
                {
                  "end": "2009-09-30",
                  "value": -271100000.0
                },
                {
                  "end": "2009-12-31",
                  "value": -185700000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 74500000.0
                },
                {
                  "end": "2010-06-30",
                  "value": -8700000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 41800000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 12200000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 158600000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 269100000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 119500000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 162600000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 105300000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 155800000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 462100000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 466900000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 465400000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 546400000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 504600000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 505800000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 565000000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 547400000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 474800000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 436500000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 357400000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 377000000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 205300000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 36700000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 243800000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 285800000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 468100000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 680100000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 681100000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 551600000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 394800000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 119100000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 188600000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 240100000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 200300000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 28400000.0
                },
                {
                  "end": "2019-03-31",
                  "value": -49100000.0
                },
                {
                  "end": "2019-06-30",
                  "value": -133500000.0
                },
                {
                  "end": "2019-09-30",
                  "value": -160100000.0
                },
                {
                  "end": "2019-12-31",
                  "value": -183500000.0
                },
                {
                  "end": "2020-03-31",
                  "value": -366000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": -277100000.0
                },
                {
                  "end": "2020-09-30",
                  "value": -181700000.0
                },
                {
                  "end": "2020-12-31",
                  "value": -678300000.0
                },
                {
                  "end": "2021-03-31",
                  "value": -948100000.0
                },
                {
                  "end": "2021-06-30",
                  "value": -804600000.0
                },
                {
                  "end": "2021-09-30",
                  "value": -630500000.0
                },
                {
                  "end": "2021-12-31",
                  "value": -340000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 428700000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 177700000.0
                },
                {
                  "end": "2022-09-30",
                  "value": -360000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": -636200000.0
                },
                {
                  "end": "2023-03-31",
                  "value": -1032800000.0
                },
                {
                  "end": "2023-06-30",
                  "value": -689400000.0
                },
                {
                  "end": "2023-09-30",
                  "value": -186100000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 3018400000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 3085900000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 3165100000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 3110000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 3211800000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 3510800000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 3326700000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 3536600000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 3379400000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 3435200000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 3574200000.0
                }
              ]
            }
          ]
        },
        {
          "id": "balance",
          "label": "Balance",
          "unit": "USD",
          "series": [
            {
              "id": "assets",
              "label": "Assets",
              "color": "#5f9ea0",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 52750400000.0
              },
              "points": [
                {
                  "end": "2008-12-31",
                  "value": 12617800000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 12298300000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 12420700000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 12697900000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 12721500000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 12693500000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 12718500000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 13059800000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 13188600000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 13076300000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 13249500000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 13862100000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 13821300000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 13887600000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 13834700000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 14285000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 14295300000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 14317000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 14372800000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 14443200000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 14800800000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 14619800000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 14724900000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 14905000000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 15135600000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 28614500000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 28769600000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 29355200000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 29104600000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 29175300000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 29443500000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 30123200000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 30016600000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 30559600000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 31013000000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 31590500000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 31785600000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 31937600000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 32562400000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 33475800000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 33737100000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 33934300000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 34377200000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 34951800000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 34832200000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 35042000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 35422000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 37028100000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 37600600000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 37794900000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 38400900000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 38988500000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 38974500000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 39607100000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 40761000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 41872100000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 42795900000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 43019300000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 43441700000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 43939700000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 43927200000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 44582200000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 45196500000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 47363200000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 48232100000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 48524300000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 49808900000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 51518300000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 51734000000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 52750400000.0
                }
              ]
            },
            {
              "id": "total_liabilities",
              "label": "Total Liabilities",
              "color": "#c86e6e",
              "unit": "USD",
              "latest": {
                "end": "2026-06-30",
                "value": 38177400000.0
              },
              "points": [
                {
                  "end": "2008-12-31",
                  "value": 9280900000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 9131000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 9257700000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 9898800000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 10119500000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 10179800000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 10454900000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 20670000000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 21163000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 20860600000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 21376400000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 21787300000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 22098700000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 22087400000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 22181400000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 22719700000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 23633100000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 23625000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 23786000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 24190800000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 24697200000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 24347600000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 24549300000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 24862900000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 26365600000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 26633000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 26764500000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 27294300000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 27875200000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 27530000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 28116500000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 29164900000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 30255500000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 30808200000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 30987900000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 31341400000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 31868200000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 31501100000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 32187800000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 32805300000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 34561300000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 34805100000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 34854200000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 35798100000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 37465500000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 37164700000.0
                },
                {
                  "end": "2026-06-30",
                  "value": 38177400000.0
                }
              ]
            }
          ]
        },
        {
          "id": "ratio",
          "label": "Ratio",
          "unit": "ratio",
          "series": [
            {
              "id": "operating_income_to_liabilities",
              "label": "OI / Liabilities",
              "color": "#b48c5a",
              "unit": "ratio",
              "latest": {
                "end": "2026-06-30",
                "value": 0.060645827112375386
              },
              "points": [
                {
                  "end": "2009-12-31",
                  "value": 0.07247837038659512
                },
                {
                  "end": "2010-12-31",
                  "value": 0.08753794138932997
                },
                {
                  "end": "2011-12-31",
                  "value": 0.08963712773265446
                },
                {
                  "end": "2012-12-31",
                  "value": 0.09884875734967143
                },
                {
                  "end": "2013-12-31",
                  "value": 0.10610228098783867
                },
                {
                  "end": "2014-12-31",
                  "value": 0.10637117523840496
                },
                {
                  "end": "2015-12-31",
                  "value": 0.06049830672472182
                },
                {
                  "end": "2016-12-31",
                  "value": 0.07948306005764778
                },
                {
                  "end": "2017-03-31",
                  "value": 0.0818528709624843
                },
                {
                  "end": "2017-06-30",
                  "value": 0.0812859040811362
                },
                {
                  "end": "2017-09-30",
                  "value": 0.07944077513046591
                },
                {
                  "end": "2017-12-31",
                  "value": 0.08037124355731333
                },
                {
                  "end": "2018-03-31",
                  "value": 0.07726124396714869
                },
                {
                  "end": "2018-06-30",
                  "value": 0.07551822698296771
                },
                {
                  "end": "2018-09-30",
                  "value": 0.0697896539126837
                },
                {
                  "end": "2018-12-31",
                  "value": 0.06213319454493909
                },
                {
                  "end": "2019-03-31",
                  "value": 0.06205714285714286
                },
                {
                  "end": "2019-06-30",
                  "value": 0.06095602455225763
                },
                {
                  "end": "2019-09-30",
                  "value": 0.060274980571126215
                },
                {
                  "end": "2019-12-31",
                  "value": 0.06200702913690621
                },
                {
                  "end": "2020-03-31",
                  "value": 0.0663391874353119
                },
                {
                  "end": "2020-06-30",
                  "value": 0.06677990818475475
                },
                {
                  "end": "2020-09-30",
                  "value": 0.06832268158581661
                },
                {
                  "end": "2020-12-31",
                  "value": 0.06470931820250629
                },
                {
                  "end": "2021-03-31",
                  "value": 0.06416100326662412
                },
                {
                  "end": "2021-06-30",
                  "value": 0.064966653589643
                },
                {
                  "end": "2021-09-30",
                  "value": 0.06443103505127444
                },
                {
                  "end": "2021-12-31",
                  "value": 0.06152063482952589
                },
                {
                  "end": "2022-03-31",
                  "value": 0.06600072648020341
                },
                {
                  "end": "2022-06-30",
                  "value": 0.06602528764248751
                },
                {
                  "end": "2022-09-30",
                  "value": 0.064138742118094
                },
                {
                  "end": "2022-12-31",
                  "value": 0.06359835401827767
                },
                {
                  "end": "2023-03-31",
                  "value": 0.06044170058620757
                },
                {
                  "end": "2023-06-30",
                  "value": 0.060643025180796374
                },
                {
                  "end": "2023-09-30",
                  "value": 0.062122304683262394
                },
                {
                  "end": "2023-12-31",
                  "value": 0.05987159613658757
                },
                {
                  "end": "2024-03-31",
                  "value": 0.06514375688468022
                },
                {
                  "end": "2024-06-30",
                  "value": 0.061874374763109
                },
                {
                  "end": "2024-09-30",
                  "value": 0.05801806415426775
                },
                {
                  "end": "2024-12-31",
                  "value": 0.06228932360761893
                },
                {
                  "end": "2025-03-31",
                  "value": 0.06541857371477168
                },
                {
                  "end": "2025-06-30",
                  "value": 0.0664769238714416
                },
                {
                  "end": "2025-09-30",
                  "value": 0.06656498529251552
                },
                {
                  "end": "2025-12-31",
                  "value": 0.059919125595547906
                },
                {
                  "end": "2026-03-31",
                  "value": 0.061547651400388
                },
                {
                  "end": "2026-06-30",
                  "value": 0.060645827112375386
                }
              ]
            },
            {
              "id": "operating_margin_ttm",
              "label": "Operating Margin (TTM)",
              "color": "#5a966e",
              "unit": "ratio",
              "latest": {
                "end": "2026-06-30",
                "value": 0.22839189535778404
              },
              "points": [
                {
                  "end": "2013-03-31",
                  "value": 0.23683724367263995
                },
                {
                  "end": "2013-06-30",
                  "value": 0.23476580263756253
                },
                {
                  "end": "2013-09-30",
                  "value": 0.2289036469548267
                },
                {
                  "end": "2013-12-31",
                  "value": 0.23901305598583758
                },
                {
                  "end": "2014-03-31",
                  "value": 0.23100753219405523
                },
                {
                  "end": "2014-06-30",
                  "value": 0.23180153716148244
                },
                {
                  "end": "2014-09-30",
                  "value": 0.23032947498131426
                },
                {
                  "end": "2014-12-31",
                  "value": 0.22254907846551
                },
                {
                  "end": "2015-03-31",
                  "value": 0.2322174840085288
                },
                {
                  "end": "2015-06-30",
                  "value": 0.2186954177897574
                },
                {
                  "end": "2015-09-30",
                  "value": 0.21003601802787153
                },
                {
                  "end": "2015-12-31",
                  "value": 0.21101567641450533
                },
                {
                  "end": "2016-03-31",
                  "value": 0.21996138422694192
                },
                {
                  "end": "2016-06-30",
                  "value": 0.2243116642610093
                },
                {
                  "end": "2016-09-30",
                  "value": 0.2311351527672067
                },
                {
                  "end": "2016-12-31",
                  "value": 0.22511141147973182
                },
                {
                  "end": "2017-03-31",
                  "value": 0.2252044315484041
                },
                {
                  "end": "2017-06-30",
                  "value": 0.22828614596334493
                },
                {
                  "end": "2017-09-30",
                  "value": 0.22904783960828426
                },
                {
                  "end": "2017-12-31",
                  "value": 0.23221546708504937
                },
                {
                  "end": "2018-03-31",
                  "value": 0.22364196317410392
                },
                {
                  "end": "2018-06-30",
                  "value": 0.21835364661409112
                },
                {
                  "end": "2018-09-30",
                  "value": 0.20705956096478054
                },
                {
                  "end": "2018-12-31",
                  "value": 0.19121036525815482
                },
                {
                  "end": "2019-03-31",
                  "value": 0.18867754555750027
                },
                {
                  "end": "2019-06-30",
                  "value": 0.18859015881687283
                },
                {
                  "end": "2019-09-30",
                  "value": 0.19054152945481156
                },
                {
                  "end": "2019-12-31",
                  "value": 0.2035597027820978
                },
                {
                  "end": "2020-03-31",
                  "value": 0.222654149952442
                },
                {
                  "end": "2020-06-30",
                  "value": 0.22729037267080746
                },
                {
                  "end": "2020-09-30",
                  "value": 0.2341161553515808
                },
                {
                  "end": "2020-12-31",
                  "value": 0.23559385227225652
                },
                {
                  "end": "2021-03-31",
                  "value": 0.2183909514984983
                },
                {
                  "end": "2021-06-30",
                  "value": 0.2186619718309859
                },
                {
                  "end": "2021-09-30",
                  "value": 0.21852749301025162
                },
                {
                  "end": "2021-12-31",
                  "value": 0.20621693121693122
                },
                {
                  "end": "2022-03-31",
                  "value": 0.21294549204823796
                },
                {
                  "end": "2022-06-30",
                  "value": 0.20662481634833713
                },
                {
                  "end": "2022-09-30",
                  "value": 0.20242617061108767
                },
                {
                  "end": "2022-12-31",
                  "value": 0.20049179986246274
                },
                {
                  "end": "2023-03-31",
                  "value": 0.19442646229665672
                },
                {
                  "end": "2023-06-30",
                  "value": 0.20251091114822997
                },
                {
                  "end": "2023-09-30",
                  "value": 0.21085348552615904
                },
                {
                  "end": "2023-12-31",
                  "value": 0.2145507702687507
                },
                {
                  "end": "2024-03-31",
                  "value": 0.23627822362436818
                },
                {
                  "end": "2024-06-30",
                  "value": 0.23085393701243756
                },
                {
                  "end": "2024-09-30",
                  "value": 0.22304645385084143
                },
                {
                  "end": "2024-12-31",
                  "value": 0.25032849219176967
                },
                {
                  "end": "2025-03-31",
                  "value": 0.25105852776430115
                },
                {
                  "end": "2025-06-30",
                  "value": 0.24896042635950444
                },
                {
                  "end": "2025-09-30",
                  "value": 0.24959150326797386
                },
                {
                  "end": "2025-12-31",
                  "value": 0.22906909113172313
                },
                {
                  "end": "2026-03-31",
                  "value": 0.22681659527209266
                },
                {
                  "end": "2026-06-30",
                  "value": 0.22839189535778404
                }
              ]
            },
            {
              "id": "net_margin_ttm",
              "label": "Net Margin (TTM)",
              "color": "#4682a0",
              "unit": "ratio",
              "latest": {
                "end": "2026-06-30",
                "value": 0.16685737960423777
              },
              "points": [
                {
                  "end": "2013-03-31",
                  "value": 0.1271937927212267
                },
                {
                  "end": "2013-06-30",
                  "value": 0.1251705320600273
                },
                {
                  "end": "2013-09-30",
                  "value": 0.12056030281738027
                },
                {
                  "end": "2013-12-31",
                  "value": 0.12803717636645276
                },
                {
                  "end": "2014-03-31",
                  "value": 0.12343079290515915
                },
                {
                  "end": "2014-06-30",
                  "value": 0.12546778801657882
                },
                {
                  "end": "2014-09-30",
                  "value": 0.12370967416116195
                },
                {
                  "end": "2014-12-31",
                  "value": 0.11796842168457705
                },
                {
                  "end": "2015-03-31",
                  "value": 0.12317697228144989
                },
                {
                  "end": "2015-06-30",
                  "value": 0.11333692722371967
                },
                {
                  "end": "2015-09-30",
                  "value": 0.10971355296158705
                },
                {
                  "end": "2015-12-31",
                  "value": 0.10804745110612375
                },
                {
                  "end": "2016-03-31",
                  "value": 0.11743650675776028
                },
                {
                  "end": "2016-06-30",
                  "value": 0.12135406737656254
                },
                {
                  "end": "2016-09-30",
                  "value": 0.12581548330977493
                },
                {
                  "end": "2016-12-31",
                  "value": 0.1256641194812842
                },
                {
                  "end": "2017-03-31",
                  "value": 0.12521762068055922
                },
                {
                  "end": "2017-06-30",
                  "value": 0.127057741575248
                },
                {
                  "end": "2017-09-30",
                  "value": 0.12777079335671276
                },
                {
                  "end": "2017-12-31",
                  "value": 0.15737726351572204
                },
                {
                  "end": "2018-03-31",
                  "value": 0.16213878513858856
                },
                {
                  "end": "2018-06-30",
                  "value": 0.16543048947402725
                },
                {
                  "end": "2018-09-30",
                  "value": 0.1680530707653734
                },
                {
                  "end": "2018-12-31",
                  "value": 0.13793866788202358
                },
                {
                  "end": "2019-03-31",
                  "value": 0.140185833419129
                },
                {
                  "end": "2019-06-30",
                  "value": 0.14229783691679349
                },
                {
                  "end": "2019-09-30",
                  "value": 0.14310543097590298
                },
                {
                  "end": "2019-12-31",
                  "value": 0.15073573393946643
                },
                {
                  "end": "2020-03-31",
                  "value": 0.16078739506223894
                },
                {
                  "end": "2020-06-30",
                  "value": 0.16253050133096716
                },
                {
                  "end": "2020-09-30",
                  "value": 0.16604647316629456
                },
                {
                  "end": "2020-12-31",
                  "value": 0.16569313835149205
                },
                {
                  "end": "2021-03-31",
                  "value": 0.16071314460987923
                },
                {
                  "end": "2021-06-30",
                  "value": 0.16246227364185112
                },
                {
                  "end": "2021-09-30",
                  "value": 0.16341721031376205
                },
                {
                  "end": "2021-12-31",
                  "value": 0.15636123136123137
                },
                {
                  "end": "2022-03-31",
                  "value": 0.15892976431844552
                },
                {
                  "end": "2022-06-30",
                  "value": 0.1522194025199234
                },
                {
                  "end": "2022-09-30",
                  "value": 0.14929281779913212
                },
                {
                  "end": "2022-12-31",
                  "value": 0.14671681913851667
                },
                {
                  "end": "2023-03-31",
                  "value": 0.14092551214317037
                },
                {
                  "end": "2023-06-30",
                  "value": 0.14568672881081954
                },
                {
                  "end": "2023-09-30",
                  "value": 0.14792232967651806
                },
                {
                  "end": "2023-12-31",
                  "value": 0.14974699201619251
                },
                {
                  "end": "2024-03-31",
                  "value": 0.16654960794924642
                },
                {
                  "end": "2024-06-30",
                  "value": 0.15858167866374565
                },
                {
                  "end": "2024-09-30",
                  "value": 0.1514320536258379
                },
                {
                  "end": "2024-12-31",
                  "value": 0.17758346027279387
                },
                {
                  "end": "2025-03-31",
                  "value": 0.17962995633572973
                },
                {
                  "end": "2025-06-30",
                  "value": 0.17870996164053854
                },
                {
                  "end": "2025-09-30",
                  "value": 0.17747611865258925
                },
                {
                  "end": "2025-12-31",
                  "value": 0.15892694972500282
                },
                {
                  "end": "2026-03-31",
                  "value": 0.16239290813898144
                },
                {
                  "end": "2026-06-30",
                  "value": 0.16685737960423777
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "competitive_analysis",
      "title": "Business metrics competitive analysis",
      "kind": "score_gallery",
      "open": true,
      "metrics": [
        {
          "id": "revenue_ttm_5yr_trend",
          "label": "Revenue (5y trend)",
          "is_ratio": true,
          "latest": {
            "end": "2026-06-30",
            "value": 0.029391914027431035
          },
          "latest_score": {
            "z": -0.5324744649897557,
            "percentile_empirical": 32.83245042880572,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.4453016268221264
          },
          "latest_fit": {
            "year": 2026,
            "t_df": 3.132093656524525,
            "t_loc": 0.05882262761072473,
            "t_scale": 0.05527159613909357,
            "n_observations": 478,
            "universe": "sp500",
            "percentiles_empirical": [
              -0.400032,
              -0.134256,
              -0.104317,
              -0.085122,
              -0.064261,
              -0.053778,
              -0.042476,
              -0.035479,
              -0.029896,
              -0.022549,
              -0.014691,
              -0.010865,
              -0.009822,
              -0.005872,
              -0.001948,
              0.000723,
              0.003252,
              0.005233,
              0.008543,
              0.010373,
              0.013611,
              0.014789,
              0.01672,
              0.017371,
              0.018455,
              0.020322,
              0.021314,
              0.021827,
              0.022852,
              0.024331,
              0.025275,
              0.027191,
              0.028368,
              0.029598,
              0.032551,
              0.033518,
              0.036084,
              0.037662,
              0.038617,
              0.039414,
              0.041289,
              0.042633,
              0.044514,
              0.046696,
              0.048699,
              0.049991,
              0.051012,
              0.05275,
              0.055094,
              0.05597,
              0.057516,
              0.059749,
              0.060803,
              0.061969,
              0.063703,
              0.064775,
              0.067477,
              0.069499,
              0.072108,
              0.073126,
              0.074149,
              0.076788,
              0.077953,
              0.079035,
              0.080028,
              0.081104,
              0.082287,
              0.083438,
              0.085124,
              0.088097,
              0.090385,
              0.09339,
              0.09544,
              0.098675,
              0.102102,
              0.104945,
              0.106345,
              0.108865,
              0.109885,
              0.113327,
              0.117212,
              0.120631,
              0.125149,
              0.127763,
              0.130497,
              0.137203,
              0.141326,
              0.145334,
              0.152118,
              0.157964,
              0.166084,
              0.171293,
              0.178592,
              0.189535,
              0.19428,
              0.204968,
              0.219804,
              0.247673,
              0.273516,
              0.295671
            ]
          },
          "history": [
            {
              "end": "2015-12-31",
              "value": 0.08174934770816508,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.4733490887606848,
              "percentile_empirical": 67.48053435000973,
              "r_squared": 0.6189501378824045
            },
            {
              "end": "2016-03-31",
              "value": 0.1124223077141829,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 1.1727243635499465,
              "percentile_empirical": 81.85397885145666,
              "r_squared": 0.6419453398585881
            },
            {
              "end": "2016-06-30",
              "value": 0.13927397356753593,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 1.6274363701619234,
              "percentile_empirical": 85.45962327843404,
              "r_squared": 0.6829323513893926
            },
            {
              "end": "2016-09-30",
              "value": 0.15156684835977446,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 1.8356066116037808,
              "percentile_empirical": 86.55435179951738,
              "r_squared": 0.7406717487778929
            },
            {
              "end": "2016-12-31",
              "value": 0.15689502328189753,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 1.9258350958866526,
              "percentile_empirical": 87.21067389589349,
              "r_squared": 0.7865552035704859
            },
            {
              "end": "2017-03-31",
              "value": 0.15801635775582204,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 1.6669336811892712,
              "percentile_empirical": 87.89368015317069,
              "r_squared": 0.8214411455556182
            },
            {
              "end": "2017-06-30",
              "value": 0.15572626352589264,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 1.6326956175876175,
              "percentile_empirical": 87.6493773763487,
              "r_squared": 0.8465906576370404
            },
            {
              "end": "2017-09-30",
              "value": 0.15064104282676488,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 1.5566690037261652,
              "percentile_empirical": 87.1068959704251,
              "r_squared": 0.8617270137354521
            },
            {
              "end": "2017-12-31",
              "value": 0.14526442432252673,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 1.4762858457302561,
              "percentile_empirical": 85.9681524127197,
              "r_squared": 0.8728310410702782
            },
            {
              "end": "2018-03-31",
              "value": 0.13906267055489957,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 1.3098343118800972,
              "percentile_empirical": 84.10876131294842,
              "r_squared": 0.8778485411112544
            },
            {
              "end": "2018-06-30",
              "value": 0.13490494298288014,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 1.2455289140908716,
              "percentile_empirical": 83.32993002136216,
              "r_squared": 0.8755439770251996
            },
            {
              "end": "2018-09-30",
              "value": 0.12876321579751357,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 1.1505380319499163,
              "percentile_empirical": 82.31557663823115,
              "r_squared": 0.8628420842050564
            },
            {
              "end": "2018-12-31",
              "value": 0.12054581171570729,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 1.0234437408685262,
              "percentile_empirical": 79.99996448806249,
              "r_squared": 0.8395827224828666
            },
            {
              "end": "2019-03-31",
              "value": 0.11181861024732351,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.8903541194980078,
              "percentile_empirical": 76.74995584433601,
              "r_squared": 0.8122777621726808
            },
            {
              "end": "2019-06-30",
              "value": 0.10430894556021043,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.7569794130743311,
              "percentile_empirical": 74.0793525690245,
              "r_squared": 0.7789465038211341
            },
            {
              "end": "2019-09-30",
              "value": 0.0950214220019639,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.5920292082922437,
              "percentile_empirical": 71.32233027577534,
              "r_squared": 0.7307420712601707
            },
            {
              "end": "2019-12-31",
              "value": 0.08298534886972166,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.37826364253249783,
              "percentile_empirical": 64.19246321349415,
              "r_squared": 0.6579972193082664
            },
            {
              "end": "2020-03-31",
              "value": 0.06803512963661985,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": 0.20196478379989113,
              "percentile_empirical": 57.80520858491427,
              "r_squared": 0.5455935559408571
            },
            {
              "end": "2020-06-30",
              "value": 0.04907696432283841,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.13289497589211333,
              "percentile_empirical": 46.725895412775074,
              "r_squared": 0.41367041311831787
            },
            {
              "end": "2020-09-30",
              "value": 0.028807972708610123,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.49090797708721323,
              "percentile_empirical": 33.72124842814475,
              "r_squared": 0.2786141918712147
            },
            {
              "end": "2020-12-31",
              "value": 0.012460705802441222,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.7796512060452114,
              "percentile_empirical": 22.73052905125348,
              "r_squared": 0.11839074437341855
            },
            {
              "end": "2021-03-31",
              "value": 0.00397440454927897,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.9611195381506752,
              "percentile_empirical": 16.437789794067044,
              "r_squared": 0.03319829292022274
            },
            {
              "end": "2021-06-30",
              "value": 0.0013410221591710731,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -1.0080287622786286,
              "percentile_empirical": 15.31401268606354,
              "r_squared": 0.005825712465871054
            },
            {
              "end": "2021-09-30",
              "value": 0.0031631643764450917,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.9755704007492911,
              "percentile_empirical": 16.040706987980954,
              "r_squared": 0.02700326910392768
            },
            {
              "end": "2021-12-31",
              "value": 0.006415378585015171,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.917637741293906,
              "percentile_empirical": 18.325004097160196,
              "r_squared": 0.07881629619720656
            },
            {
              "end": "2022-03-31",
              "value": 0.011284404252682073,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.0092447625068783,
              "percentile_empirical": 16.739315447451748,
              "r_squared": 0.16462838986324138
            },
            {
              "end": "2022-06-30",
              "value": 0.019180008872196893,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.8708049652549554,
              "percentile_empirical": 19.234920166808113,
              "r_squared": 0.280515653404088
            },
            {
              "end": "2022-09-30",
              "value": 0.027896846787844768,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.7179658437597459,
              "percentile_empirical": 24.16730164443412,
              "r_squared": 0.3907632476381923
            },
            {
              "end": "2022-12-31",
              "value": 0.03722130692515241,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.5544728076847164,
              "percentile_empirical": 29.45974109951831,
              "r_squared": 0.47933183207570734
            },
            {
              "end": "2023-03-31",
              "value": 0.0455443538966927,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.5714535959128836,
              "percentile_empirical": 29.255152420547017,
              "r_squared": 0.5719617412548695
            },
            {
              "end": "2023-06-30",
              "value": 0.050511360355286736,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.47605340655505524,
              "percentile_empirical": 32.370122110155634,
              "r_squared": 0.6415653666225197
            },
            {
              "end": "2023-09-30",
              "value": 0.05436196735907578,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.40209565345641374,
              "percentile_empirical": 33.45965971942565,
              "r_squared": 0.7004620721398939
            },
            {
              "end": "2023-12-31",
              "value": 0.05500461161116052,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.3897525281052222,
              "percentile_empirical": 33.65979807261306,
              "r_squared": 0.7173667359653395
            },
            {
              "end": "2024-03-31",
              "value": 0.05377731615526657,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.4432572061376741,
              "percentile_empirical": 35.65865918893091,
              "r_squared": 0.7008833296101663
            },
            {
              "end": "2024-06-30",
              "value": 0.052263438761492795,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.4737352773825384,
              "percentile_empirical": 34.491834515650964,
              "r_squared": 0.676548548670281
            },
            {
              "end": "2024-09-30",
              "value": 0.04908315204852176,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.5377622622729086,
              "percentile_empirical": 31.906187952113267,
              "r_squared": 0.6199231051570815
            },
            {
              "end": "2024-12-31",
              "value": 0.04553966335137476,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.6091013954227866,
              "percentile_empirical": 28.985400826543255,
              "r_squared": 0.5599952109031833
            },
            {
              "end": "2025-03-31",
              "value": 0.043326712087925684,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.3972347030417001,
              "percentile_empirical": 37.42451927405525,
              "r_squared": 0.5343628832829806
            },
            {
              "end": "2025-06-30",
              "value": 0.03975100895591924,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.4626270264360552,
              "percentile_empirical": 34.78051053573227,
              "r_squared": 0.5012230091962057
            },
            {
              "end": "2025-09-30",
              "value": 0.03613361062831453,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.5287818699876757,
              "percentile_empirical": 32.507773607307385,
              "r_squared": 0.47402806910101764
            },
            {
              "end": "2025-12-31",
              "value": 0.03296203869569671,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.5867834573201866,
              "percentile_empirical": 30.9414958691907,
              "r_squared": 0.45569613934572895
            },
            {
              "end": "2026-03-31",
              "value": 0.029920426324686708,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.5229123691905744,
              "percentile_empirical": 33.1091860225827,
              "r_squared": 0.4466979655614952
            },
            {
              "end": "2026-06-30",
              "value": 0.029391914027431035,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.5324744649897557,
              "percentile_empirical": 32.83245042880572,
              "r_squared": 0.4453016268221264
            }
          ]
        },
        {
          "id": "operating_income_ttm_5yr_trend",
          "label": "Operating Income (5y trend)",
          "is_ratio": true,
          "latest": {
            "end": "2026-06-30",
            "value": 0.06428660937397915
          },
          "latest_score": {
            "z": 0.006978631780042926,
            "percentile_empirical": 49.329230813106356,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.8662540225954214
          },
          "latest_fit": {
            "year": 2026,
            "t_df": 2.219920049339155,
            "t_loc": 0.06345584436981708,
            "t_scale": 0.11904410926764222,
            "n_observations": 479,
            "universe": "sp500",
            "percentiles_empirical": [
              -0.690141,
              -0.527562,
              -0.45962,
              -0.420599,
              -0.36304,
              -0.312487,
              -0.25912,
              -0.223572,
              -0.195489,
              -0.164157,
              -0.150184,
              -0.139716,
              -0.125732,
              -0.118645,
              -0.10917,
              -0.104373,
              -0.092677,
              -0.079184,
              -0.074342,
              -0.069952,
              -0.062049,
              -0.057853,
              -0.048526,
              -0.044051,
              -0.03345,
              -0.028173,
              -0.02608,
              -0.022152,
              -0.019765,
              -0.012618,
              -0.009364,
              -0.004609,
              0.000709,
              0.006526,
              0.008647,
              0.012961,
              0.015681,
              0.022575,
              0.027535,
              0.030784,
              0.033386,
              0.03686,
              0.040733,
              0.044682,
              0.04697,
              0.049064,
              0.051914,
              0.056262,
              0.058645,
              0.063212,
              0.066476,
              0.072209,
              0.074604,
              0.079028,
              0.083164,
              0.085078,
              0.088747,
              0.090394,
              0.093608,
              0.096746,
              0.099764,
              0.10307,
              0.103902,
              0.106147,
              0.108153,
              0.11072,
              0.117511,
              0.119462,
              0.121916,
              0.125396,
              0.128981,
              0.133186,
              0.13755,
              0.140963,
              0.146808,
              0.152863,
              0.154308,
              0.157246,
              0.161822,
              0.165556,
              0.174737,
              0.182815,
              0.186439,
              0.192842,
              0.199417,
              0.204706,
              0.219554,
              0.245997,
              0.261539,
              0.273474,
              0.296276,
              0.339811,
              0.361755,
              0.37881,
              0.388648,
              0.453549,
              0.479015,
              0.545008,
              0.600123,
              0.688239
            ]
          },
          "history": [
            {
              "end": "2011-12-31",
              "value": 0.1373364076387846,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.38140652334489966,
              "percentile_empirical": 61.56644243390978,
              "r_squared": 0.8209751816812074
            },
            {
              "end": "2012-03-31",
              "value": 0.12718209850609552,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.2851731620600845,
              "percentile_empirical": 59.3784379335082,
              "r_squared": 0.8255285893532546
            },
            {
              "end": "2012-06-30",
              "value": 0.12349676264195832,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.25024688071144063,
              "percentile_empirical": 58.690495276899846,
              "r_squared": 0.8510342518756707
            },
            {
              "end": "2012-09-30",
              "value": 0.12418650727190363,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.2567836567048075,
              "percentile_empirical": 58.87291914094251,
              "r_squared": 0.8787089159683898
            },
            {
              "end": "2012-12-31",
              "value": 0.12231486164357995,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.239045891624583,
              "percentile_empirical": 58.37790575074847,
              "r_squared": 0.8980306136780483
            },
            {
              "end": "2013-03-31",
              "value": 0.1205598796084751,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.22241375860344853,
              "percentile_empirical": 57.93352621452815,
              "r_squared": 0.9136649761438409
            },
            {
              "end": "2013-06-30",
              "value": 0.1174719829595767,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.1931494659823989,
              "percentile_empirical": 57.30411393387214,
              "r_squared": 0.9239221100341678
            },
            {
              "end": "2013-09-30",
              "value": 0.11165986454475575,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.13806746247681215,
              "percentile_empirical": 54.769784555376624,
              "r_squared": 0.921477871103466
            },
            {
              "end": "2013-12-31",
              "value": 0.10995546161897038,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.12191467252441845,
              "percentile_empirical": 54.241778692370005,
              "r_squared": 0.931722276571807
            },
            {
              "end": "2014-03-31",
              "value": 0.11035690468996885,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.12571918700018084,
              "percentile_empirical": 54.36614147768552,
              "r_squared": 0.9405447433682596
            },
            {
              "end": "2014-06-30",
              "value": 0.11171962178896913,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.13863378760997738,
              "percentile_empirical": 54.788296712815715,
              "r_squared": 0.9501015682262102
            },
            {
              "end": "2014-09-30",
              "value": 0.11045012768735979,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.12660267028503525,
              "percentile_empirical": 54.395020968822735,
              "r_squared": 0.9545135695563037
            },
            {
              "end": "2014-12-31",
              "value": 0.1030638154321122,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.05660188081394871,
              "percentile_empirical": 52.18951656983263,
              "r_squared": 0.9397533885521678
            },
            {
              "end": "2015-03-31",
              "value": 0.09272293613915414,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.2635157569227291,
              "percentile_empirical": 58.73659213795915,
              "r_squared": 0.9106144007750104
            },
            {
              "end": "2015-06-30",
              "value": 0.07595610516512927,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.0967434916020168,
              "percentile_empirical": 52.87985948876406,
              "r_squared": 0.8312332263809058
            },
            {
              "end": "2015-09-30",
              "value": 0.06546354791774386,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.007621342985068358,
              "percentile_empirical": 49.440632432162,
              "r_squared": 0.82127431375231
            },
            {
              "end": "2015-12-31",
              "value": 0.06564597968245599,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.005806774763164666,
              "percentile_empirical": 49.48261902933395,
              "r_squared": 0.8177794118834634
            },
            {
              "end": "2016-03-31",
              "value": 0.07539528672547254,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.14843043931102914,
              "percentile_empirical": 56.745655313602576,
              "r_squared": 0.7275117180765031
            },
            {
              "end": "2016-06-30",
              "value": 0.09249695304614783,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.3224494687316135,
              "percentile_empirical": 61.92867337581035,
              "r_squared": 0.6790376412889171
            },
            {
              "end": "2016-09-30",
              "value": 0.10777174023153073,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.4778789801466948,
              "percentile_empirical": 66.6266898367026,
              "r_squared": 0.6905116036944553
            },
            {
              "end": "2016-12-31",
              "value": 0.11880010577995619,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.5900987739870314,
              "percentile_empirical": 70.0351956385701,
              "r_squared": 0.7265578618892077
            },
            {
              "end": "2017-03-31",
              "value": 0.12557603023407096,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.6997752923567643,
              "percentile_empirical": 72.28528225604694,
              "r_squared": 0.7526543362202396
            },
            {
              "end": "2017-06-30",
              "value": 0.1296152407289362,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.7448334890986373,
              "percentile_empirical": 73.62257363583518,
              "r_squared": 0.7730832130297137
            },
            {
              "end": "2017-09-30",
              "value": 0.13209432202648969,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.7724881342294773,
              "percentile_empirical": 74.53964909808214,
              "r_squared": 0.7946042258658844
            },
            {
              "end": "2017-12-31",
              "value": 0.13554726185028804,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.811006364986784,
              "percentile_empirical": 75.3859067127041,
              "r_squared": 0.8215892268144923
            },
            {
              "end": "2018-03-31",
              "value": 0.13385855542605934,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.7939237113060634,
              "percentile_empirical": 74.73403632906552,
              "r_squared": 0.8296207177721598
            },
            {
              "end": "2018-06-30",
              "value": 0.12976037366064078,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.7488319601387349,
              "percentile_empirical": 74.23346447546608,
              "r_squared": 0.8235546455065048
            },
            {
              "end": "2018-09-30",
              "value": 0.12082067336361994,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.6504696218195158,
              "percentile_empirical": 71.16034688271901,
              "r_squared": 0.7800768755356524
            },
            {
              "end": "2018-12-31",
              "value": 0.10535590389269163,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.4803128116146919,
              "percentile_empirical": 66.98862063709636,
              "r_squared": 0.6735571858687369
            },
            {
              "end": "2019-03-31",
              "value": 0.0916453389070689,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.26437047122862334,
              "percentile_empirical": 59.86419413299995,
              "r_squared": 0.567305757957283
            },
            {
              "end": "2019-06-30",
              "value": 0.07892611222367263,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.10655016227431216,
              "percentile_empirical": 53.19864926669844,
              "r_squared": 0.4593380557676205
            },
            {
              "end": "2019-09-30",
              "value": 0.06608162717437203,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -0.05282435390487209,
              "percentile_empirical": 48.44420450579518,
              "r_squared": 0.35372388557633183
            },
            {
              "end": "2019-12-31",
              "value": 0.054353213484115294,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -0.1983506440020972,
              "percentile_empirical": 42.002561054191396,
              "r_squared": 0.26975331093888205
            },
            {
              "end": "2020-03-31",
              "value": 0.04324195414291066,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.09753326549503641,
              "percentile_empirical": 48.007388221823646,
              "r_squared": 0.20077677304746147
            },
            {
              "end": "2020-06-30",
              "value": 0.030700116363278424,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.2295424300983896,
              "percentile_empirical": 42.042846833960475,
              "r_squared": 0.12735641770416337
            },
            {
              "end": "2020-09-30",
              "value": 0.01591640665453201,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.385148426817582,
              "percentile_empirical": 37.1091084986776,
              "r_squared": 0.0531865452891197
            },
            {
              "end": "2020-12-31",
              "value": 0.003315115204202541,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.5177833712738757,
              "percentile_empirical": 32.01863969539215,
              "r_squared": 0.003834293573833455
            },
            {
              "end": "2021-03-31",
              "value": -0.005883592030690116,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.6915130077965078,
              "percentile_empirical": 26.115520134001798,
              "r_squared": 0.019147121717116203
            },
            {
              "end": "2021-06-30",
              "value": -0.007404225821312239,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.7052157552043353,
              "percentile_empirical": 25.494140142732892,
              "r_squared": 0.03248363687534409
            },
            {
              "end": "2021-09-30",
              "value": -0.0033512676933381046,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.6686937064213673,
              "percentile_empirical": 27.189568434295857,
              "r_squared": 0.006307197716494209
            },
            {
              "end": "2021-12-31",
              "value": 0.0007978878252985776,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.6313048029402661,
              "percentile_empirical": 28.252442754719624,
              "r_squared": 0.0003552107566303918
            },
            {
              "end": "2022-03-31",
              "value": 0.007442208952052358,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.7787443566879951,
              "percentile_empirical": 23.69043626520538,
              "r_squared": 0.027905869159089672
            },
            {
              "end": "2022-06-30",
              "value": 0.01571720436449823,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.7042091496646189,
              "percentile_empirical": 26.31934105119201,
              "r_squared": 0.10968152968879037
            },
            {
              "end": "2022-09-30",
              "value": 0.024950417530313424,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.6210430063009712,
              "percentile_empirical": 29.796969523512626,
              "r_squared": 0.2472382490940402
            },
            {
              "end": "2022-12-31",
              "value": 0.03506545849109311,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.529933992400164,
              "percentile_empirical": 31.76510779033754,
              "r_squared": 0.41816031058815184
            },
            {
              "end": "2023-03-31",
              "value": 0.04422016345139889,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.5232658231781372,
              "percentile_empirical": 30.716003919027685,
              "r_squared": 0.6295022280109521
            },
            {
              "end": "2023-06-30",
              "value": 0.0511292378836409,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.4587120593241366,
              "percentile_empirical": 34.347709177776316,
              "r_squared": 0.7793131406723397
            },
            {
              "end": "2023-09-30",
              "value": 0.05830078161170242,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.39170595816976034,
              "percentile_empirical": 37.14269207233743,
              "r_squared": 0.9029776931646782
            },
            {
              "end": "2023-12-31",
              "value": 0.06027151077688473,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.3732927848283801,
              "percentile_empirical": 38.93049029686844,
              "r_squared": 0.9373843278659637
            },
            {
              "end": "2024-03-31",
              "value": 0.061251929398311346,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.35829109556929684,
              "percentile_empirical": 38.15442075655798,
              "r_squared": 0.9378954925488914
            },
            {
              "end": "2024-06-30",
              "value": 0.05874889210706227,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.38125438447077364,
              "percentile_empirical": 37.215953796051004,
              "r_squared": 0.9321218942927533
            },
            {
              "end": "2024-09-30",
              "value": 0.05181289763116076,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.44488637490336236,
              "percentile_empirical": 34.223491198296394,
              "r_squared": 0.8907463069316853
            },
            {
              "end": "2024-12-31",
              "value": 0.0508281344823215,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.45392075915540014,
              "percentile_empirical": 33.8131969126577,
              "r_squared": 0.8912214241522699
            },
            {
              "end": "2025-03-31",
              "value": 0.0535942839998396,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.20647539548306876,
              "percentile_empirical": 42.5102294230976,
              "r_squared": 0.8548498635988351
            },
            {
              "end": "2025-06-30",
              "value": 0.05790603737014405,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.1701381720887905,
              "percentile_empirical": 44.12869780071672,
              "r_squared": 0.8413392579946105
            },
            {
              "end": "2025-09-30",
              "value": 0.06260719573708826,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.13051924514180002,
              "percentile_empirical": 44.904338514616114,
              "r_squared": 0.8362901510534018
            },
            {
              "end": "2025-12-31",
              "value": 0.06353528984337181,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.12269774887923497,
              "percentile_empirical": 45.19414149574795,
              "r_squared": 0.8498039326281529
            },
            {
              "end": "2026-03-31",
              "value": 0.06428417215947631,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": 0.00695815857462492,
              "percentile_empirical": 49.32848411748661,
              "r_squared": 0.860707987659963
            },
            {
              "end": "2026-06-30",
              "value": 0.06428660937397915,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": 0.006978631780042926,
              "percentile_empirical": 49.329230813106356,
              "r_squared": 0.8662540225954214
            }
          ]
        },
        {
          "id": "net_income_ttm_5yr_trend",
          "label": "Net Income (5y trend)",
          "is_ratio": true,
          "latest": {
            "end": "2026-06-30",
            "value": 0.053061994808943615
          },
          "latest_score": {
            "z": -0.029856970322883536,
            "percentile_empirical": 48.14497420601804,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.6937769175923469
          },
          "latest_fit": {
            "year": 2026,
            "t_df": 2.7183332531677804,
            "t_loc": 0.05743368190069034,
            "t_scale": 0.14642098794585656,
            "n_observations": 483,
            "universe": "sp500",
            "percentiles_empirical": [
              -0.703849,
              -0.594198,
              -0.48157,
              -0.44285,
              -0.393156,
              -0.347262,
              -0.317416,
              -0.271388,
              -0.262758,
              -0.232046,
              -0.206868,
              -0.188737,
              -0.16527,
              -0.15525,
              -0.147548,
              -0.136223,
              -0.127895,
              -0.120122,
              -0.11187,
              -0.099264,
              -0.082633,
              -0.072646,
              -0.065664,
              -0.062288,
              -0.052389,
              -0.047295,
              -0.042861,
              -0.037602,
              -0.031642,
              -0.02805,
              -0.023749,
              -0.019259,
              -0.01584,
              -0.009601,
              -0.003454,
              0.003742,
              0.008841,
              0.012812,
              0.015378,
              0.018522,
              0.02455,
              0.029557,
              0.033083,
              0.038218,
              0.041236,
              0.044444,
              0.046299,
              0.050567,
              0.052808,
              0.05456,
              0.058219,
              0.060454,
              0.063874,
              0.067416,
              0.070662,
              0.074125,
              0.079214,
              0.081379,
              0.085797,
              0.091601,
              0.095028,
              0.099869,
              0.103301,
              0.108362,
              0.111523,
              0.113221,
              0.116192,
              0.119121,
              0.124473,
              0.126496,
              0.129896,
              0.135451,
              0.143676,
              0.149368,
              0.156164,
              0.159139,
              0.165267,
              0.171212,
              0.176661,
              0.180451,
              0.193846,
              0.201008,
              0.206942,
              0.216494,
              0.225792,
              0.239846,
              0.247514,
              0.269723,
              0.29667,
              0.310915,
              0.327295,
              0.355314,
              0.371769,
              0.389614,
              0.440817,
              0.46498,
              0.487306,
              0.547972,
              0.58476,
              0.71141
            ]
          },
          "history": [
            {
              "end": "2011-12-31",
              "value": 0.1589481850485165,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.4006317056986559,
              "percentile_empirical": 63.45290192314429,
              "r_squared": 0.8765973490003225
            },
            {
              "end": "2012-03-31",
              "value": 0.14938229388607355,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.3253523352752993,
              "percentile_empirical": 61.6166129298436,
              "r_squared": 0.8852147680035232
            },
            {
              "end": "2012-06-30",
              "value": 0.1410880627117907,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.26008037155097696,
              "percentile_empirical": 60.077409057616904,
              "r_squared": 0.8925018834111749
            },
            {
              "end": "2012-09-30",
              "value": 0.13711235445919995,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.22879329027860942,
              "percentile_empirical": 57.75111081439782,
              "r_squared": 0.9083520125518145
            },
            {
              "end": "2012-12-31",
              "value": 0.12810761962315947,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.15792997417191862,
              "percentile_empirical": 55.16985720321323,
              "r_squared": 0.9021954728593209
            },
            {
              "end": "2013-03-31",
              "value": 0.12001721104044408,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.09426200490150526,
              "percentile_empirical": 53.6795895328195,
              "r_squared": 0.8957678041741961
            },
            {
              "end": "2013-06-30",
              "value": 0.11209659174389774,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.03193020288936269,
              "percentile_empirical": 50.960886066289824,
              "r_squared": 0.8851196928728049
            },
            {
              "end": "2013-09-30",
              "value": 0.10232029028231567,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": -0.04500500435889663,
              "percentile_empirical": 47.58405979663541,
              "r_squared": 0.8509564827304505
            },
            {
              "end": "2013-12-31",
              "value": 0.09878346938339393,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": -0.07283823453574967,
              "percentile_empirical": 46.97315312428665,
              "r_squared": 0.8610490427723403
            },
            {
              "end": "2014-03-31",
              "value": 0.09780576527638193,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": -0.08053233730007557,
              "percentile_empirical": 46.80329487080993,
              "r_squared": 0.8781737916095916
            },
            {
              "end": "2014-06-30",
              "value": 0.09691656518964095,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": -0.0875299522189098,
              "percentile_empirical": 46.6488125763796,
              "r_squared": 0.8818061981894257
            },
            {
              "end": "2014-09-30",
              "value": 0.09321224430857947,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": -0.11668133383479545,
              "percentile_empirical": 46.00525439690401,
              "r_squared": 0.8756307677434497
            },
            {
              "end": "2014-12-31",
              "value": 0.08303427590715302,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": -0.19677748383662444,
              "percentile_empirical": 43.335355498242606,
              "r_squared": 0.8449726461603491
            },
            {
              "end": "2015-03-31",
              "value": 0.07209448156725592,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.012195048681110925,
              "percentile_empirical": 49.432414820244915,
              "r_squared": 0.793913950329814
            },
            {
              "end": "2015-06-30",
              "value": 0.053604989753406995,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.18675770992039975,
              "percentile_empirical": 43.39940231298188,
              "r_squared": 0.6457060161646883
            },
            {
              "end": "2015-09-30",
              "value": 0.04196867824594823,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.29661824714889795,
              "percentile_empirical": 39.4191347851498,
              "r_squared": 0.6046719054079998
            },
            {
              "end": "2015-12-31",
              "value": 0.03992381942120778,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": -0.3159241319130195,
              "percentile_empirical": 38.92239091719166,
              "r_squared": 0.6036025291825026
            },
            {
              "end": "2016-03-31",
              "value": 0.050125092500794555,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": -0.16816961678745887,
              "percentile_empirical": 43.99152520522155,
              "r_squared": 0.5014875092167776
            },
            {
              "end": "2016-06-30",
              "value": 0.06936714374278477,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.004783168197774145,
              "percentile_empirical": 49.786741684477164,
              "r_squared": 0.48219009695602544
            },
            {
              "end": "2016-09-30",
              "value": 0.08888528825676152,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.18021755453128513,
              "percentile_empirical": 56.624123609306714,
              "r_squared": 0.5313319595370416
            },
            {
              "end": "2016-12-31",
              "value": 0.10655998148746203,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.33908249983080313,
              "percentile_empirical": 63.526774877590334,
              "r_squared": 0.5995915270679505
            },
            {
              "end": "2017-03-31",
              "value": 0.11973137750905023,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.46252376867222156,
              "percentile_empirical": 67.5023772399945,
              "r_squared": 0.6555403611232491
            },
            {
              "end": "2017-06-30",
              "value": 0.13016295048326604,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.5584515216559652,
              "percentile_empirical": 69.81445969761884,
              "r_squared": 0.7040790901669971
            },
            {
              "end": "2017-09-30",
              "value": 0.13746007675277586,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.625555200842502,
              "percentile_empirical": 71.5042157386979,
              "r_squared": 0.747093836456271
            },
            {
              "end": "2017-12-31",
              "value": 0.15843676491276656,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": 0.8184548301891376,
              "percentile_empirical": 76.44616238707349,
              "r_squared": 0.7785340267017453
            },
            {
              "end": "2018-03-31",
              "value": 0.1737177556632337,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.6483576529306487,
              "percentile_empirical": 72.62884130829775,
              "r_squared": 0.8104956230038721
            },
            {
              "end": "2018-06-30",
              "value": 0.18533856298453838,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.7346634091410291,
              "percentile_empirical": 76.10559704369818,
              "r_squared": 0.8435745769785854
            },
            {
              "end": "2018-09-30",
              "value": 0.19236686882304835,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.786861439234719,
              "percentile_empirical": 76.78426697789189,
              "r_squared": 0.8726735756704849
            },
            {
              "end": "2018-12-31",
              "value": 0.18142748412989348,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": 0.7056164927938559,
              "percentile_empirical": 75.09024350335598,
              "r_squared": 0.8507963690213873
            },
            {
              "end": "2019-03-31",
              "value": 0.1730002943088029,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.5952346352921644,
              "percentile_empirical": 69.23566778658255,
              "r_squared": 0.8357651114585509
            },
            {
              "end": "2019-06-30",
              "value": 0.16460025887401006,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.5200663883421179,
              "percentile_empirical": 67.40920367304139,
              "r_squared": 0.8165082707898925
            },
            {
              "end": "2019-09-30",
              "value": 0.1549039269711095,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.43329815067874683,
              "percentile_empirical": 64.42197277543484,
              "r_squared": 0.7874052862411578
            },
            {
              "end": "2019-12-31",
              "value": 0.14412856222577788,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": 0.33687411956108687,
              "percentile_empirical": 60.9689282744902,
              "r_squared": 0.7559359185954843
            },
            {
              "end": "2020-03-31",
              "value": 0.13113763705884704,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": 0.3674411271199781,
              "percentile_empirical": 64.59900661706305,
              "r_squared": 0.7186914091719164
            },
            {
              "end": "2020-06-30",
              "value": 0.11542556359104465,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": 0.23655929703560466,
              "percentile_empirical": 60.006496465322655,
              "r_squared": 0.6703085686263458
            },
            {
              "end": "2020-09-30",
              "value": 0.09592511919047753,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": 0.07412027485085311,
              "percentile_empirical": 53.73727247524207,
              "r_squared": 0.6271423797783391
            },
            {
              "end": "2020-12-31",
              "value": 0.07727258451565598,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.08125564539007568,
              "percentile_empirical": 46.794352201236286,
              "r_squared": 0.578343657187827
            },
            {
              "end": "2021-03-31",
              "value": 0.06251621400857706,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.3013868232860485,
              "percentile_empirical": 40.165201363994896,
              "r_squared": 0.5548842688725848
            },
            {
              "end": "2021-06-30",
              "value": 0.05521058211627218,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.3529230919201179,
              "percentile_empirical": 38.502520709484365,
              "r_squared": 0.5325854810344172
            },
            {
              "end": "2021-09-30",
              "value": 0.052191071766945145,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.3742236855991098,
              "percentile_empirical": 37.11563406506594,
              "r_squared": 0.5206332123608615
            },
            {
              "end": "2021-12-31",
              "value": 0.04850334840253187,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -0.4002380680314796,
              "percentile_empirical": 36.342341792907,
              "r_squared": 0.49906996083796634
            },
            {
              "end": "2022-03-31",
              "value": 0.04631713965289768,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.515680810069989,
              "percentile_empirical": 31.618332510893257,
              "r_squared": 0.4909089422590973
            },
            {
              "end": "2022-06-30",
              "value": 0.04338953776499396,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.5375924452796466,
              "percentile_empirical": 31.27503960658935,
              "r_squared": 0.4780554141942636
            },
            {
              "end": "2022-09-30",
              "value": 0.04012069604265802,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.5620580898995238,
              "percentile_empirical": 30.849551253488354,
              "r_squared": 0.4626227641986412
            },
            {
              "end": "2022-12-31",
              "value": 0.03630001945651099,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -0.5906539423464144,
              "percentile_empirical": 30.22698703870148,
              "r_squared": 0.44934751453340904
            },
            {
              "end": "2023-03-31",
              "value": 0.039647492852790185,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.5352583966666392,
              "percentile_empirical": 30.944172168907862,
              "r_squared": 0.5138953761691846
            },
            {
              "end": "2023-06-30",
              "value": 0.044044748795161785,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.49838421589738197,
              "percentile_empirical": 32.04184283377798,
              "r_squared": 0.6075350549516896
            },
            {
              "end": "2023-09-30",
              "value": 0.05000162774996568,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.44843146484565327,
              "percentile_empirical": 33.43450268675378,
              "r_squared": 0.7461949904805605
            },
            {
              "end": "2023-12-31",
              "value": 0.05500048502124892,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -0.406512420542401,
              "percentile_empirical": 35.307925490985056,
              "r_squared": 0.8876333045621995
            },
            {
              "end": "2024-03-31",
              "value": 0.05348827176853291,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.3628800487440295,
              "percentile_empirical": 36.428684190517515,
              "r_squared": 0.8866281726740209
            },
            {
              "end": "2024-06-30",
              "value": 0.04883854875960998,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.39734028038264635,
              "percentile_empirical": 35.19774178011224,
              "r_squared": 0.8452483859154661
            },
            {
              "end": "2024-09-30",
              "value": 0.04044741329347426,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.45952903255544114,
              "percentile_empirical": 32.54855255731913,
              "r_squared": 0.7074610354809377
            },
            {
              "end": "2024-12-31",
              "value": 0.04045816044334993,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.459449382805669,
              "percentile_empirical": 32.55480817424327,
              "r_squared": 0.7052522359850895
            },
            {
              "end": "2025-03-31",
              "value": 0.044317335670400304,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.1953030749641657,
              "percentile_empirical": 42.39051831317835,
              "r_squared": 0.6808973568326319
            },
            {
              "end": "2025-06-30",
              "value": 0.04881353613405147,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.1640422872409761,
              "percentile_empirical": 43.27780673848751,
              "r_squared": 0.6774196635866885
            },
            {
              "end": "2025-09-30",
              "value": 0.05266248338410123,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.13728166481893833,
              "percentile_empirical": 44.42504988686105,
              "r_squared": 0.6814282728105453
            },
            {
              "end": "2025-12-31",
              "value": 0.05101096626667483,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.1487641879952195,
              "percentile_empirical": 43.971878163826545,
              "r_squared": 0.671546630531767
            },
            {
              "end": "2026-03-31",
              "value": 0.05070553910174128,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.045950672054179735,
              "percentile_empirical": 47.061820214967106,
              "r_squared": 0.6741720360478507
            },
            {
              "end": "2026-06-30",
              "value": 0.053061994808943615,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.029856970322883536,
              "percentile_empirical": 48.14497420601804,
              "r_squared": 0.6937769175923469
            }
          ]
        }
      ]
    }
  ]
}