{
  "meta": {
    "schema_version": 1,
    "generated_at": "2026-08-17T00:17:18Z",
    "ticker": "WFC",
    "cik": "0000072971",
    "entity_name": "WELLS FARGO & COMPANY/MN",
    "display": {
      "title": "WELLS FARGO & COMPANY/MN (WFC)",
      "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": "2026-03-31",
                "value": 84996000000.0
              },
              "points": [
                {
                  "end": "2017-12-31",
                  "value": 88389000000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 88068000000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 87386000000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 87478000000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 86408000000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 86083000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 86114000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 86183000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 85063000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 81171000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 77423000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 74275000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 72904000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 73719000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 76153000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 76125000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 79166000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 78362000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 75132000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 75864000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 74368000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 77369000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 80862000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 82153000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 82597000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 82731000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 82887000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 82396000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 82296000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 81582000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 81715000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 82785000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 83699000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 84996000000.0
                }
              ]
            },
            {
              "id": "operating_income_ttm",
              "label": "Operating Income TTM",
              "color": "#7392c9",
              "unit": "USD",
              "latest": {
                "end": "2026-03-31",
                "value": 25854000000.0
              },
              "points": [
                {
                  "end": "2009-03-31",
                  "value": 4848000000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 6969000000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 9259000000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 17998000000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 17358000000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 17293000000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 17798000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 19001000000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 20386000000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 21800000000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 22764000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 23656000000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 24918000000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 25937000000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 27307000000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 28471000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 29463000000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 30842000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 31633000000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 32629000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 33341000000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 33525000000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 33821000000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 33915000000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 33726000000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 33620000000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 33796000000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 33641000000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 33559000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 33232000000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 32714000000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 32120000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 31897000000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 31814000000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 30340000000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 27377000000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 26220000000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 25200000000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 26017000000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 28538000000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 28685000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 29198000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 27716000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 25967000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 19783000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 6352000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 3554000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 2049000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 6976000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 20964000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 24572000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 29563000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 28636000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 24045000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 21595000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 15629000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 16811000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 19046000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 21117000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 21636000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 21377000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 21704000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 21391000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 23364000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 23103000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 23381000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 24056000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 25199000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 25854000000.0
                }
              ]
            },
            {
              "id": "net_income_ttm",
              "label": "Net Income TTM",
              "color": "#72ac80",
              "unit": "USD",
              "latest": {
                "end": "2026-03-31",
                "value": 21697000000.0
              },
              "points": [
                {
                  "end": "2009-03-31",
                  "value": 3701000000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 5120000000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 6718000000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 12275000000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 11777000000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 11667000000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 11771000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 12362000000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 13574000000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 14460000000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 15176000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 15869000000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 16358000000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 17032000000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 17914000000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 18897000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 19820000000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 20717000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 21358000000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 21878000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 22600000000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 22807000000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 22958000000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 23057000000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 22968000000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 22961000000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 23028000000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 22894000000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 22552000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 22391000000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 22239000000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 21938000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 22110000000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 22408000000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 21306000000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 22183000000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 21685000000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 21015000000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 22480000000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 22393000000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 23117000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 24137000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 22740000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 19715000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 14508000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 4456000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 3062000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 3114000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 7097000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 16983000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 18889000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 22109000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 21261000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 18363000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 16833000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 13677000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 14880000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 16676000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 18851000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 19142000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 18770000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 18742000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 18089000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 19722000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 19997000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 20581000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 21056000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 21338000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 21697000000.0
                }
              ]
            },
            {
              "id": "free_cash_flow_ttm",
              "label": "Free Cash Flow TTM",
              "color": "#8b7ec8",
              "unit": "USD",
              "latest": {
                "end": "2026-03-31",
                "value": 1179000000.0
              },
              "points": [
                {
                  "end": "2009-06-30",
                  "value": 284000000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 8261000000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 28613000000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 21615000000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 27618000000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 26163000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 18772000000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 27102000000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 30479000000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 33761000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 13665000000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 12359000000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 20485000000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 26065000000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 58540000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 51772000000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 45274000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 51569000000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 57641000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 51345000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 9341000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 6730000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 16052000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 32840000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 37239000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 2051000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": -18692000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": -42873000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": -39107000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": -11525000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": -7856000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 7794000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 24620000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 27048000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 34255000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 25912000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 29401000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 40358000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 20827000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 23632000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 12333000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 3035000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 4123000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": -9143000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": -14218000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": -19001000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 1179000000.0
                }
              ]
            }
          ]
        },
        {
          "id": "balance",
          "label": "Balance",
          "unit": "USD",
          "series": [
            {
              "id": "assets",
              "label": "Assets",
              "color": "#5f9ea0",
              "unit": "USD",
              "latest": {
                "end": "2026-03-31",
                "value": 2205752000000.0
              },
              "points": [
                {
                  "end": "2008-12-31",
                  "value": 1309639000000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 1284176000000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 1228625000000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 1243646000000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 1223630000000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 1225862000000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 1220784000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 1258128000000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 1244666000000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 1259734000000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 1304945000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 1313867000000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 1333799000000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 1336204000000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 1374715000000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 1422968000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 1436634000000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 1440563000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 1488055000000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 1523502000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 1546707000000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 1598874000000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 1636855000000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 1687155000000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 1737737000000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 1720617000000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 1751265000000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 1787632000000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 1849182000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 1889235000000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 1942124000000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 1930115000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 1951564000000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 1930871000000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 1934939000000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 1951757000000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 1915388000000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 1879700000000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 1872981000000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 1895883000000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 1887792000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 1923388000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 1943950000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 1927555000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 1981349000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 1967048000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 1920399000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 1952911000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 1957264000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 1945996000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 1954901000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 1948068000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 1939709000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 1881141000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 1877719000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 1881020000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 1886400000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 1876320000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 1909261000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 1932468000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 1959153000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 1940073000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 1922125000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 1929845000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 1950311000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 1981269000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 2062926000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 2148631000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 2205752000000.0
                }
              ]
            },
            {
              "id": "total_liabilities",
              "label": "Total Liabilities",
              "color": "#c86e6e",
              "unit": "USD",
              "latest": {
                "end": "2026-03-31",
                "value": 2025439000000.0
              },
              "points": [
                {
                  "end": "2008-12-31",
                  "value": 1207323000000.0
                },
                {
                  "end": "2009-06-30",
                  "value": 1162794000000.0
                },
                {
                  "end": "2009-09-30",
                  "value": 1099701000000.0
                },
                {
                  "end": "2009-12-31",
                  "value": 1129287000000.0
                },
                {
                  "end": "2010-03-31",
                  "value": 1105476000000.0
                },
                {
                  "end": "2010-06-30",
                  "value": 1104464000000.0
                },
                {
                  "end": "2010-09-30",
                  "value": 1095619000000.0
                },
                {
                  "end": "2010-12-31",
                  "value": 1130239000000.0
                },
                {
                  "end": "2011-03-31",
                  "value": 1109723000000.0
                },
                {
                  "end": "2011-06-30",
                  "value": 1121818000000.0
                },
                {
                  "end": "2011-09-30",
                  "value": 1165701000000.0
                },
                {
                  "end": "2011-12-31",
                  "value": 1172180000000.0
                },
                {
                  "end": "2012-03-31",
                  "value": 1186950000000.0
                },
                {
                  "end": "2012-06-30",
                  "value": 1186767000000.0
                },
                {
                  "end": "2012-09-30",
                  "value": 1218656000000.0
                },
                {
                  "end": "2012-12-31",
                  "value": 1264057000000.0
                },
                {
                  "end": "2013-03-31",
                  "value": 1273239000000.0
                },
                {
                  "end": "2013-06-30",
                  "value": 1276786000000.0
                },
                {
                  "end": "2013-09-30",
                  "value": 1319242000000.0
                },
                {
                  "end": "2013-12-31",
                  "value": 1352494000000.0
                },
                {
                  "end": "2014-03-31",
                  "value": 1370238000000.0
                },
                {
                  "end": "2014-06-30",
                  "value": 1417325000000.0
                },
                {
                  "end": "2014-09-30",
                  "value": 1453865000000.0
                },
                {
                  "end": "2014-12-31",
                  "value": 1501893000000.0
                },
                {
                  "end": "2015-03-31",
                  "value": 1547773000000.0
                },
                {
                  "end": "2015-06-30",
                  "value": 1529941000000.0
                },
                {
                  "end": "2015-09-30",
                  "value": 1557222000000.0
                },
                {
                  "end": "2015-12-31",
                  "value": 1593741000000.0
                },
                {
                  "end": "2016-03-31",
                  "value": 1650678000000.0
                },
                {
                  "end": "2016-06-30",
                  "value": 1686574000000.0
                },
                {
                  "end": "2016-09-30",
                  "value": 1738166000000.0
                },
                {
                  "end": "2016-12-31",
                  "value": 1729618000000.0
                },
                {
                  "end": "2017-03-31",
                  "value": 1749075000000.0
                },
                {
                  "end": "2017-06-30",
                  "value": 1724726000000.0
                },
                {
                  "end": "2017-09-30",
                  "value": 1728115000000.0
                },
                {
                  "end": "2017-12-31",
                  "value": 1743678000000.0
                },
                {
                  "end": "2018-03-31",
                  "value": 1709478000000.0
                },
                {
                  "end": "2018-06-30",
                  "value": 1673631000000.0
                },
                {
                  "end": "2018-09-30",
                  "value": 1673302000000.0
                },
                {
                  "end": "2018-12-31",
                  "value": 1698817000000.0
                },
                {
                  "end": "2019-03-31",
                  "value": 1689059000000.0
                },
                {
                  "end": "2019-06-30",
                  "value": 1723351000000.0
                },
                {
                  "end": "2019-09-30",
                  "value": 1749534000000.0
                },
                {
                  "end": "2019-12-31",
                  "value": 1739571000000.0
                },
                {
                  "end": "2020-03-31",
                  "value": 1798019000000.0
                },
                {
                  "end": "2020-06-30",
                  "value": 1788644000000.0
                },
                {
                  "end": "2020-09-30",
                  "value": 1740188000000.0
                },
                {
                  "end": "2020-12-31",
                  "value": 1767199000000.0
                },
                {
                  "end": "2021-03-31",
                  "value": 1771195000000.0
                },
                {
                  "end": "2021-06-30",
                  "value": 1752869000000.0
                },
                {
                  "end": "2021-09-30",
                  "value": 1763830000000.0
                },
                {
                  "end": "2021-12-31",
                  "value": 1757958000000.0
                },
                {
                  "end": "2022-03-31",
                  "value": 1758020000000.0
                },
                {
                  "end": "2022-06-30",
                  "value": 1701349000000.0
                },
                {
                  "end": "2022-09-30",
                  "value": 1699336000000.0
                },
                {
                  "end": "2022-12-31",
                  "value": 1698807000000.0
                },
                {
                  "end": "2023-03-31",
                  "value": 1703180000000.0
                },
                {
                  "end": "2023-06-30",
                  "value": 1694368000000.0
                },
                {
                  "end": "2023-09-30",
                  "value": 1726888000000.0
                },
                {
                  "end": "2023-12-31",
                  "value": 1745025000000.0
                },
                {
                  "end": "2024-03-31",
                  "value": 1776479000000.0
                },
                {
                  "end": "2024-06-30",
                  "value": 1761925000000.0
                },
                {
                  "end": "2024-09-30",
                  "value": 1737114000000.0
                },
                {
                  "end": "2024-12-31",
                  "value": 1748779000000.0
                },
                {
                  "end": "2025-03-31",
                  "value": 1767405000000.0
                },
                {
                  "end": "2025-06-30",
                  "value": 1798315000000.0
                },
                {
                  "end": "2025-09-30",
                  "value": 1879914000000.0
                },
                {
                  "end": "2025-12-31",
                  "value": 1965593000000.0
                },
                {
                  "end": "2026-03-31",
                  "value": 2025439000000.0
                }
              ]
            }
          ]
        },
        {
          "id": "ratio",
          "label": "Ratio",
          "unit": "ratio",
          "series": [
            {
              "id": "operating_income_to_liabilities",
              "label": "OI / Liabilities",
              "color": "#b48c5a",
              "unit": "ratio",
              "latest": {
                "end": "2026-03-31",
                "value": 0.01276464015949135
              },
              "points": [
                {
                  "end": "2009-06-30",
                  "value": 0.00599332297896274
                },
                {
                  "end": "2009-09-30",
                  "value": 0.008419561317121654
                },
                {
                  "end": "2009-12-31",
                  "value": 0.015937489761238727
                },
                {
                  "end": "2010-03-31",
                  "value": 0.015701833418364577
                },
                {
                  "end": "2010-06-30",
                  "value": 0.01565736864216489
                },
                {
                  "end": "2010-09-30",
                  "value": 0.016244698202568592
                },
                {
                  "end": "2010-12-31",
                  "value": 0.016811488543573526
                },
                {
                  "end": "2011-03-31",
                  "value": 0.018370350078352887
                },
                {
                  "end": "2011-06-30",
                  "value": 0.01943274220952062
                },
                {
                  "end": "2011-09-30",
                  "value": 0.01952816374010145
                },
                {
                  "end": "2011-12-31",
                  "value": 0.020181200839461517
                },
                {
                  "end": "2012-03-31",
                  "value": 0.020993302161000885
                },
                {
                  "end": "2012-06-30",
                  "value": 0.021855174604619103
                },
                {
                  "end": "2012-09-30",
                  "value": 0.022407471837827903
                },
                {
                  "end": "2012-12-31",
                  "value": 0.02252350962021491
                },
                {
                  "end": "2013-03-31",
                  "value": 0.023140195988341546
                },
                {
                  "end": "2013-06-30",
                  "value": 0.024155966622441037
                },
                {
                  "end": "2013-09-30",
                  "value": 0.023978163217969105
                },
                {
                  "end": "2013-12-31",
                  "value": 0.024125060813578472
                },
                {
                  "end": "2014-03-31",
                  "value": 0.024332269284606033
                },
                {
                  "end": "2014-06-30",
                  "value": 0.0236537138623816
                },
                {
                  "end": "2014-09-30",
                  "value": 0.02326282013804583
                },
                {
                  "end": "2014-12-31",
                  "value": 0.0225815021442939
                },
                {
                  "end": "2015-03-31",
                  "value": 0.021790017011538515
                },
                {
                  "end": "2015-06-30",
                  "value": 0.021974703599681296
                },
                {
                  "end": "2015-09-30",
                  "value": 0.02170275015379952
                },
                {
                  "end": "2015-12-31",
                  "value": 0.02110819763060623
                },
                {
                  "end": "2016-03-31",
                  "value": 0.02033043391866857
                },
                {
                  "end": "2016-06-30",
                  "value": 0.019703849341920366
                },
                {
                  "end": "2016-09-30",
                  "value": 0.018820987178439805
                },
                {
                  "end": "2016-12-31",
                  "value": 0.01857057454304939
                },
                {
                  "end": "2017-03-31",
                  "value": 0.01823649643382931
                },
                {
                  "end": "2017-06-30",
                  "value": 0.018445828496816304
                },
                {
                  "end": "2017-09-30",
                  "value": 0.01755670195559902
                },
                {
                  "end": "2017-12-31",
                  "value": 0.01570071997238022
                },
                {
                  "end": "2018-03-31",
                  "value": 0.015338015464369826
                },
                {
                  "end": "2018-06-30",
                  "value": 0.015057082475169258
                },
                {
                  "end": "2018-09-30",
                  "value": 0.01554829911157699
                },
                {
                  "end": "2018-12-31",
                  "value": 0.01679874877635437
                },
                {
                  "end": "2019-03-31",
                  "value": 0.016982828900589025
                },
                {
                  "end": "2019-06-30",
                  "value": 0.016942572929136316
                },
                {
                  "end": "2019-09-30",
                  "value": 0.01584193276609657
                },
                {
                  "end": "2019-12-31",
                  "value": 0.01492724355602617
                },
                {
                  "end": "2020-03-31",
                  "value": 0.011002664599206126
                },
                {
                  "end": "2020-06-30",
                  "value": 0.003551293605658812
                },
                {
                  "end": "2020-09-30",
                  "value": 0.0020423080724611365
                },
                {
                  "end": "2020-12-31",
                  "value": 0.001159461950804635
                },
                {
                  "end": "2021-03-31",
                  "value": 0.003938583837465666
                },
                {
                  "end": "2021-06-30",
                  "value": 0.011959821298682331
                },
                {
                  "end": "2021-09-30",
                  "value": 0.013931047776713175
                },
                {
                  "end": "2021-12-31",
                  "value": 0.016816670250370033
                },
                {
                  "end": "2022-03-31",
                  "value": 0.01628877942230464
                },
                {
                  "end": "2022-06-30",
                  "value": 0.014132902773034809
                },
                {
                  "end": "2022-09-30",
                  "value": 0.012707904734555143
                },
                {
                  "end": "2022-12-31",
                  "value": 0.009199985636979362
                },
                {
                  "end": "2023-03-31",
                  "value": 0.009870360149837363
                },
                {
                  "end": "2023-06-30",
                  "value": 0.01124076941963021
                },
                {
                  "end": "2023-09-30",
                  "value": 0.01222835528418751
                },
                {
                  "end": "2023-12-31",
                  "value": 0.012398676236730133
                },
                {
                  "end": "2024-03-31",
                  "value": 0.012033353616901749
                },
                {
                  "end": "2024-06-30",
                  "value": 0.0123183449919832
                },
                {
                  "end": "2024-09-30",
                  "value": 0.01231410258624362
                },
                {
                  "end": "2024-12-31",
                  "value": 0.013360178730417052
                },
                {
                  "end": "2025-03-31",
                  "value": 0.013071706824412062
                },
                {
                  "end": "2025-06-30",
                  "value": 0.013001615401083792
                },
                {
                  "end": "2025-09-30",
                  "value": 0.012796330044885031
                },
                {
                  "end": "2025-12-31",
                  "value": 0.01282004972545181
                },
                {
                  "end": "2026-03-31",
                  "value": 0.01276464015949135
                }
              ]
            },
            {
              "id": "operating_margin_ttm",
              "label": "Operating Margin (TTM)",
              "color": "#5a966e",
              "unit": "ratio",
              "latest": {
                "end": "2026-03-31",
                "value": 0.30417902018918536
              },
              "points": [
                {
                  "end": "2017-12-31",
                  "value": 0.30973311158628336
                },
                {
                  "end": "2018-03-31",
                  "value": 0.2977244856247445
                },
                {
                  "end": "2018-06-30",
                  "value": 0.2883757123566704
                },
                {
                  "end": "2018-09-30",
                  "value": 0.2974119207114932
                },
                {
                  "end": "2018-12-31",
                  "value": 0.3302703453383946
                },
                {
                  "end": "2019-03-31",
                  "value": 0.3332249108418619
                },
                {
                  "end": "2019-06-30",
                  "value": 0.3390621733980537
                },
                {
                  "end": "2019-09-30",
                  "value": 0.3215947460636088
                },
                {
                  "end": "2019-12-31",
                  "value": 0.3052678602917837
                },
                {
                  "end": "2020-03-31",
                  "value": 0.24372004780032278
                },
                {
                  "end": "2020-06-30",
                  "value": 0.0820428038179869
                },
                {
                  "end": "2020-09-30",
                  "value": 0.04784920902053181
                },
                {
                  "end": "2020-12-31",
                  "value": 0.028105453747393833
                },
                {
                  "end": "2021-03-31",
                  "value": 0.09462960702125639
                },
                {
                  "end": "2021-06-30",
                  "value": 0.27528790723937335
                },
                {
                  "end": "2021-09-30",
                  "value": 0.32278489326765186
                },
                {
                  "end": "2021-12-31",
                  "value": 0.37343051309905767
                },
                {
                  "end": "2022-03-31",
                  "value": 0.3654322248028381
                },
                {
                  "end": "2022-06-30",
                  "value": 0.3200367353457914
                },
                {
                  "end": "2022-09-30",
                  "value": 0.28465411789518086
                },
                {
                  "end": "2022-12-31",
                  "value": 0.21015759466437178
                },
                {
                  "end": "2023-03-31",
                  "value": 0.21728340808334087
                },
                {
                  "end": "2023-06-30",
                  "value": 0.23553708787811334
                },
                {
                  "end": "2023-09-30",
                  "value": 0.2570447822964469
                },
                {
                  "end": "2023-12-31",
                  "value": 0.26194655980241416
                },
                {
                  "end": "2024-03-31",
                  "value": 0.25839165488148336
                },
                {
                  "end": "2024-06-30",
                  "value": 0.2618504711233366
                },
                {
                  "end": "2024-09-30",
                  "value": 0.25961211709306276
                },
                {
                  "end": "2024-12-31",
                  "value": 0.28390201224846895
                },
                {
                  "end": "2025-03-31",
                  "value": 0.2831874678237847
                },
                {
                  "end": "2025-06-30",
                  "value": 0.2861286177568378
                },
                {
                  "end": "2025-09-30",
                  "value": 0.2905840430029595
                },
                {
                  "end": "2025-12-31",
                  "value": 0.30106691836222654
                },
                {
                  "end": "2026-03-31",
                  "value": 0.30417902018918536
                }
              ]
            },
            {
              "id": "net_margin_ttm",
              "label": "Net Margin (TTM)",
              "color": "#4682a0",
              "unit": "ratio",
              "latest": {
                "end": "2026-03-31",
                "value": 0.2552708362746482
              },
              "points": [
                {
                  "end": "2017-12-31",
                  "value": 0.2509701433436287
                },
                {
                  "end": "2018-03-31",
                  "value": 0.2462301857655448
                },
                {
                  "end": "2018-06-30",
                  "value": 0.24048474584029478
                },
                {
                  "end": "2018-09-30",
                  "value": 0.25697889755138437
                },
                {
                  "end": "2018-12-31",
                  "value": 0.2591542449773169
                },
                {
                  "end": "2019-03-31",
                  "value": 0.2685431502154897
                },
                {
                  "end": "2019-06-30",
                  "value": 0.28029124184220916
                },
                {
                  "end": "2019-09-30",
                  "value": 0.2638571411995405
                },
                {
                  "end": "2019-12-31",
                  "value": 0.23176939444882028
                },
                {
                  "end": "2020-03-31",
                  "value": 0.1787337842332853
                },
                {
                  "end": "2020-06-30",
                  "value": 0.05755395683453238
                },
                {
                  "end": "2020-09-30",
                  "value": 0.041225176708179066
                },
                {
                  "end": "2020-12-31",
                  "value": 0.04271370569516076
                },
                {
                  "end": "2021-03-31",
                  "value": 0.09627097491827073
                },
                {
                  "end": "2021-06-30",
                  "value": 0.2230115688154111
                },
                {
                  "end": "2021-09-30",
                  "value": 0.24813136288998358
                },
                {
                  "end": "2021-12-31",
                  "value": 0.2792739307278377
                },
                {
                  "end": "2022-03-31",
                  "value": 0.2713177305326561
                },
                {
                  "end": "2022-06-30",
                  "value": 0.2444098386839163
                },
                {
                  "end": "2022-09-30",
                  "value": 0.22188389750079088
                },
                {
                  "end": "2022-12-31",
                  "value": 0.1839097461273666
                },
                {
                  "end": "2023-03-31",
                  "value": 0.19232509144489396
                },
                {
                  "end": "2023-06-30",
                  "value": 0.2062278944374366
                },
                {
                  "end": "2023-09-30",
                  "value": 0.22946210120141686
                },
                {
                  "end": "2023-12-31",
                  "value": 0.2317517585384457
                },
                {
                  "end": "2024-03-31",
                  "value": 0.22687988782922966
                },
                {
                  "end": "2024-06-30",
                  "value": 0.22611507232738548
                },
                {
                  "end": "2024-09-30",
                  "value": 0.21953735618233894
                },
                {
                  "end": "2024-12-31",
                  "value": 0.23964712744240305
                },
                {
                  "end": "2025-03-31",
                  "value": 0.24511534407099606
                },
                {
                  "end": "2025-06-30",
                  "value": 0.2518631830141345
                },
                {
                  "end": "2025-09-30",
                  "value": 0.2543455940085764
                },
                {
                  "end": "2025-12-31",
                  "value": 0.2549373349741335
                },
                {
                  "end": "2026-03-31",
                  "value": 0.2552708362746482
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "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": "2026-03-31",
            "value": 0.02412009903107549
          },
          "latest_score": {
            "z": -0.6278546487479518,
            "percentile_empirical": 28.857402995994246,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.7377775631018492
          },
          "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": "2020-09-30",
              "value": -0.05083556779341974,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -1.8976589148555998,
              "percentile_empirical": 5.85273878893807,
              "r_squared": 0.7418030263443101
            },
            {
              "end": "2020-12-31",
              "value": -0.05863524602300877,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -2.0354253249700065,
              "percentile_empirical": 5.089336789369798,
              "r_squared": 0.7900516172856182
            },
            {
              "end": "2021-03-31",
              "value": -0.0609369357661224,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.117404558791476,
              "percentile_empirical": 6.293605304995831,
              "r_squared": 0.8307228644340837
            },
            {
              "end": "2021-06-30",
              "value": -0.057975586388090194,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.0646531611148182,
              "percentile_empirical": 6.508710220956621,
              "r_squared": 0.8340267593033117
            },
            {
              "end": "2021-09-30",
              "value": -0.05477277294128372,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.0076004921288635,
              "percentile_empirical": 6.741354475101059,
              "r_squared": 0.8304064331085982
            },
            {
              "end": "2021-12-31",
              "value": -0.04849382958746076,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -1.8957518057483271,
              "percentile_empirical": 7.303638339202328,
              "r_squared": 0.766479874594977
            },
            {
              "end": "2022-03-31",
              "value": -0.04397097357739551,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.9780804213958343,
              "percentile_empirical": 5.677830222249001,
              "r_squared": 0.7282708705199914
            },
            {
              "end": "2022-06-30",
              "value": -0.04263138403254296,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.954592352536381,
              "percentile_empirical": 5.771671871625712,
              "r_squared": 0.7420329921760764
            },
            {
              "end": "2022-09-30",
              "value": -0.04052733862536697,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.9177004824877788,
              "percentile_empirical": 5.919065595420878,
              "r_squared": 0.740502338799549
            },
            {
              "end": "2022-12-31",
              "value": -0.03944532200674814,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.898728640745024,
              "percentile_empirical": 5.994863607233055,
              "r_squared": 0.7528842680099297
            },
            {
              "end": "2023-03-31",
              "value": -0.03646075584640846,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -2.146507516824398,
              "percentile_empirical": 5.024550630542602,
              "r_squared": 0.6909494041432056
            },
            {
              "end": "2023-06-30",
              "value": -0.030614775662080113,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -2.034225074428521,
              "percentile_empirical": 5.825260147640034,
              "r_squared": 0.5402916504267026
            },
            {
              "end": "2023-09-30",
              "value": -0.023857675390453525,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.9044429509711094,
              "percentile_empirical": 6.573420296008628,
              "r_squared": 0.36150163413573677
            },
            {
              "end": "2023-12-31",
              "value": -0.016347851151151917,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.7602034255253989,
              "percentile_empirical": 7.342564013259615,
              "r_squared": 0.1900466076352853
            },
            {
              "end": "2024-03-31",
              "value": -0.009156425236550605,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -1.7102680365618306,
              "percentile_empirical": 7.6417253458457886,
              "r_squared": 0.06527424195741155
            },
            {
              "end": "2024-06-30",
              "value": -0.0018222937365720872,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -1.5626139509041173,
              "percentile_empirical": 8.557735827230957,
              "r_squared": 0.002822418640610619
            },
            {
              "end": "2024-09-30",
              "value": 0.005457924387159815,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -1.4160452739651375,
              "percentile_empirical": 9.710029432432037,
              "r_squared": 0.02833136547891801
            },
            {
              "end": "2024-12-31",
              "value": 0.012997327437642892,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -1.2642585676826945,
              "percentile_empirical": 11.99872977074282,
              "r_squared": 0.18467812299030328
            },
            {
              "end": "2025-03-31",
              "value": 0.01953203980231668,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.8323907682182081,
              "percentile_empirical": 20.274393921167263,
              "r_squared": 0.4717194347730748
            },
            {
              "end": "2025-06-30",
              "value": 0.023524552372494113,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.7593758496115369,
              "percentile_empirical": 22.43381969863071,
              "r_squared": 0.6758213008224325
            },
            {
              "end": "2025-09-30",
              "value": 0.025387311549573383,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.7253097803612581,
              "percentile_empirical": 23.70873854214605,
              "r_squared": 0.7461627117664398
            },
            {
              "end": "2025-12-31",
              "value": 0.025145074249855834,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": -0.7297398069200951,
              "percentile_empirical": 23.519933164345936,
              "r_squared": 0.7443064185999801
            },
            {
              "end": "2026-03-31",
              "value": 0.02412009903107549,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.6278546487479518,
              "percentile_empirical": 28.857402995994246,
              "r_squared": 0.7377775631018492
            }
          ]
        },
        {
          "id": "operating_income_ttm_5yr_trend",
          "label": "Operating Income (5y trend)",
          "is_ratio": true,
          "latest": {
            "end": "2026-03-31",
            "value": 0.040777719633552784
          },
          "latest_score": {
            "z": -0.1905018641894993,
            "percentile_empirical": 42.01132429312555,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.085273657479398
          },
          "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": 0.3826868669469526,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 2.7066163513566655,
              "percentile_empirical": 93.86244503446527,
              "r_squared": 0.8506976400506018
            },
            {
              "end": "2012-03-31",
              "value": 0.3531208101543598,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 2.426415996225714,
              "percentile_empirical": 92.74030083981127,
              "r_squared": 0.8642812613133358
            },
            {
              "end": "2012-06-30",
              "value": 0.32833583125656923,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 2.19152637473199,
              "percentile_empirical": 91.36095248959616,
              "r_squared": 0.8762984074963498
            },
            {
              "end": "2012-09-30",
              "value": 0.3087135736119861,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 2.0055643575765374,
              "percentile_empirical": 90.05875864584794,
              "r_squared": 0.8894973017137459
            },
            {
              "end": "2012-12-31",
              "value": 0.2919077454256779,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.8462939124472744,
              "percentile_empirical": 88.86422361855969,
              "r_squared": 0.9013198456676047
            },
            {
              "end": "2013-03-31",
              "value": 0.27690728620227023,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.704133122085159,
              "percentile_empirical": 87.5585426285431,
              "r_squared": 0.9110946350525431
            },
            {
              "end": "2013-06-30",
              "value": 0.2644812613579361,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.58637049318022,
              "percentile_empirical": 86.29460503547347,
              "r_squared": 0.9208633407260753
            },
            {
              "end": "2013-09-30",
              "value": 0.25247302227888396,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.4725672600317692,
              "percentile_empirical": 84.93109560435207,
              "r_squared": 0.9281042693855128
            },
            {
              "end": "2013-12-31",
              "value": 0.24152988626031371,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.3688581107136943,
              "percentile_empirical": 82.88636111531733,
              "r_squared": 0.9342703403715142
            },
            {
              "end": "2014-03-31",
              "value": 0.23109367162407995,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 1.269953103941599,
              "percentile_empirical": 81.34564682891906,
              "r_squared": 0.9387775452079757
            },
            {
              "end": "2014-06-30",
              "value": 0.20103921432394115,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.9851241303709096,
              "percentile_empirical": 76.43332324779162,
              "r_squared": 0.9459799353419359
            },
            {
              "end": "2014-09-30",
              "value": 0.17438206061705888,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.732491728700083,
              "percentile_empirical": 73.77344429326857,
              "r_squared": 0.9593131531679191
            },
            {
              "end": "2014-12-31",
              "value": 0.15078167139931167,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.5088285771871571,
              "percentile_empirical": 65.67999268648953,
              "r_squared": 0.9798588958087757
            },
            {
              "end": "2015-03-31",
              "value": 0.14485899646462808,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.7820901314629531,
              "percentile_empirical": 76.10531864292885,
              "r_squared": 0.9743074091774507
            },
            {
              "end": "2015-06-30",
              "value": 0.1346583333412112,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.6806286388588253,
              "percentile_empirical": 72.3793152252146,
              "r_squared": 0.9564305954129865
            },
            {
              "end": "2015-09-30",
              "value": 0.12214941881444769,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.5562079886141035,
              "percentile_empirical": 68.39263715076771,
              "r_squared": 0.9344313388935255
            },
            {
              "end": "2015-12-31",
              "value": 0.1081701682419459,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.4171625548601813,
              "percentile_empirical": 64.18608981615915,
              "r_squared": 0.9071664100102007
            },
            {
              "end": "2016-03-31",
              "value": 0.09449875232168865,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.34281889709563784,
              "percentile_empirical": 62.710593463086234,
              "r_squared": 0.8738810633672623
            },
            {
              "end": "2016-06-30",
              "value": 0.0812448980673169,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.20795350970123674,
              "percentile_empirical": 59.100117913664036,
              "r_squared": 0.82739590558413
            },
            {
              "end": "2016-09-30",
              "value": 0.06829114283315024,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.07614179785206743,
              "percentile_empirical": 53.860532674096184,
              "r_squared": 0.7584573373408952
            },
            {
              "end": "2016-12-31",
              "value": 0.05484755457513957,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": -0.060654239254602324,
              "percentile_empirical": 48.776113321323464,
              "r_squared": 0.6606624399199668
            },
            {
              "end": "2017-03-31",
              "value": 0.0415822136452345,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.23719244373218087,
              "percentile_empirical": 40.62958602740783,
              "r_squared": 0.5416572653985071
            },
            {
              "end": "2017-06-30",
              "value": 0.029482984717669965,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.3721617497726061,
              "percentile_empirical": 36.852820792286906,
              "r_squared": 0.4009666170447206
            },
            {
              "end": "2017-09-30",
              "value": 0.01600245642223177,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.5225397250953567,
              "percentile_empirical": 32.60374713559655,
              "r_squared": 0.17692854084601584
            },
            {
              "end": "2017-12-31",
              "value": -0.00034815289845084856,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.7049340253075816,
              "percentile_empirical": 25.625280426892875,
              "r_squared": 8.458602470807216e-05
            },
            {
              "end": "2018-03-31",
              "value": -0.016539713698808755,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -0.8608885238664292,
              "percentile_empirical": 22.85448694182522,
              "r_squared": 0.14586919336448328
            },
            {
              "end": "2018-06-30",
              "value": -0.032468432303950724,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -1.0361501049456905,
              "percentile_empirical": 20.144809710920782,
              "r_squared": 0.3895536896355456
            },
            {
              "end": "2018-09-30",
              "value": -0.04412285548675351,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -1.1643821796164961,
              "percentile_empirical": 18.975236628750512,
              "r_squared": 0.5710974031081842
            },
            {
              "end": "2018-12-31",
              "value": -0.04939884407992346,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -1.2224331833109563,
              "percentile_empirical": 17.994772999532252,
              "r_squared": 0.6722295185653723
            },
            {
              "end": "2019-03-31",
              "value": -0.05222312062430188,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.5207510064522036,
              "percentile_empirical": 14.097269404039718,
              "r_squared": 0.7186404245259687
            },
            {
              "end": "2019-06-30",
              "value": -0.052296640770474634,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.5216632452598111,
              "percentile_empirical": 14.09163351701996,
              "r_squared": 0.7139114626011944
            },
            {
              "end": "2019-09-30",
              "value": -0.053958188223845176,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.5422797449071914,
              "percentile_empirical": 13.908912031292463,
              "r_squared": 0.7304476879520325
            },
            {
              "end": "2019-12-31",
              "value": -0.057251612477965994,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.5831445904077024,
              "percentile_empirical": 13.26541374013951,
              "r_squared": 0.7547939537691368
            },
            {
              "end": "2020-03-31",
              "value": -0.07046489622330272,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -1.2943551818890515,
              "percentile_empirical": 18.174739496935807,
              "r_squared": 0.7416186818914985
            },
            {
              "end": "2020-06-30",
              "value": -0.10846899920543898,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -1.6943675225301473,
              "percentile_empirical": 14.77393036278202,
              "r_squared": 0.5866848439423519
            },
            {
              "end": "2020-09-30",
              "value": -0.15120296361542465,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -2.144164038883834,
              "percentile_empirical": 12.77092878504323,
              "r_squared": 0.6034460409717904
            },
            {
              "end": "2020-12-31",
              "value": -0.1958691137944034,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -2.614297784414371,
              "percentile_empirical": 10.623388473426528,
              "r_squared": 0.6458755166843755
            },
            {
              "end": "2021-03-31",
              "value": -0.22669859214892954,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.681322907550025,
              "percentile_empirical": 7.674390010623958,
              "r_squared": 0.6907964387150861
            },
            {
              "end": "2021-06-30",
              "value": -0.217225452547974,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.5959584760139656,
              "percentile_empirical": 7.863898284628831,
              "r_squared": 0.6280223042614469
            },
            {
              "end": "2021-09-30",
              "value": -0.19548553741250888,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.400055578415585,
              "percentile_empirical": 8.453444522996088,
              "r_squared": 0.5150396407882095
            },
            {
              "end": "2021-12-31",
              "value": -0.15904413448617538,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.0716745161467283,
              "percentile_empirical": 9.90156302937874,
              "r_squared": 0.3456462113525328
            },
            {
              "end": "2022-03-31",
              "value": -0.12515886415300198,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.9731194521160906,
              "percentile_empirical": 6.5178530449835055,
              "r_squared": 0.21695376073601427
            },
            {
              "end": "2022-06-30",
              "value": -0.10196968184222702,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.7642479762918453,
              "percentile_empirical": 8.642058884906046,
              "r_squared": 0.14586598448783153
            },
            {
              "end": "2022-09-30",
              "value": -0.08249655842449076,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.5888480862629366,
              "percentile_empirical": 9.897082948437587,
              "r_squared": 0.0963400630902668
            },
            {
              "end": "2022-12-31",
              "value": -0.07871286476813985,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.554767295164855,
              "percentile_empirical": 10.161933713211333,
              "r_squared": 0.08414381453634533
            },
            {
              "end": "2023-03-31",
              "value": -0.07548280659620384,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.6416901992443735,
              "percentile_empirical": 8.891775414359511,
              "r_squared": 0.07474150064831513
            },
            {
              "end": "2023-06-30",
              "value": -0.06643326321280285,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.5571373271791302,
              "percentile_empirical": 9.286795500007493,
              "r_squared": 0.056986695859009104
            },
            {
              "end": "2023-09-30",
              "value": -0.05239332781345303,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.4259575746401285,
              "percentile_empirical": 9.82034932684301,
              "r_squared": 0.035269151529999127
            },
            {
              "end": "2023-12-31",
              "value": -0.03338001299845899,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.2483098959697152,
              "percentile_empirical": 11.999998564816275,
              "r_squared": 0.014317518357041457
            },
            {
              "end": "2024-03-31",
              "value": -0.006334916319406421,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.9783442883769047,
              "percentile_empirical": 18.061331719155344,
              "r_squared": 0.0005232216690563143
            },
            {
              "end": "2024-06-30",
              "value": 0.024895290140396573,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.6918330742226202,
              "percentile_empirical": 26.290608140819334,
              "r_squared": 0.008254692481146405
            },
            {
              "end": "2024-09-30",
              "value": 0.05994098176935876,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.37031795159880565,
              "percentile_empirical": 37.767336618574824,
              "r_squared": 0.04944302414378449
            },
            {
              "end": "2024-12-31",
              "value": 0.09859793001941967,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.01567254786508446,
              "percentile_empirical": 49.48868698999988,
              "r_squared": 0.13707788235624768
            },
            {
              "end": "2025-03-31",
              "value": 0.13271688001296417,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.4603288486245038,
              "percentile_empirical": 66.22765835243862,
              "r_squared": 0.25159220644628444
            },
            {
              "end": "2025-06-30",
              "value": 0.14750271344710517,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.5849361919543087,
              "percentile_empirical": 70.25360462341116,
              "r_squared": 0.31120019003307403
            },
            {
              "end": "2025-09-30",
              "value": 0.11846714829320318,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.3402394927778528,
              "percentile_empirical": 61.12543819180643,
              "r_squared": 0.24923419428595536
            },
            {
              "end": "2025-12-31",
              "value": 0.08172171232911077,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.030567997060301434,
              "percentile_empirical": 51.10350185375283,
              "r_squared": 0.17300733102983706
            },
            {
              "end": "2026-03-31",
              "value": 0.040777719633552784,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": -0.1905018641894993,
              "percentile_empirical": 42.01132429312555,
              "r_squared": 0.085273657479398
            }
          ]
        },
        {
          "id": "net_income_ttm_5yr_trend",
          "label": "Net Income (5y trend)",
          "is_ratio": true,
          "latest": {
            "end": "2026-03-31",
            "value": 0.06276352609434405
          },
          "latest_score": {
            "z": 0.036400821142011215,
            "percentile_empirical": 51.675300027585976,
            "ref_year": 2026,
            "fallback_year_used": false,
            "r_squared": 0.27879294266142945
          },
          "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": 0.35796111984472406,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.966776269038746,
              "percentile_empirical": 90.70513310932155,
              "r_squared": 0.8440934335362011
            },
            {
              "end": "2012-03-31",
              "value": 0.3301316314125046,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.747770393600106,
              "percentile_empirical": 88.94919877149754,
              "r_squared": 0.8566712717257209
            },
            {
              "end": "2012-06-30",
              "value": 0.30729400680277325,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.5680482983566053,
              "percentile_empirical": 87.72446148342539,
              "r_squared": 0.8688706734875822
            },
            {
              "end": "2012-09-30",
              "value": 0.2894613166480395,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.4277128434568322,
              "percentile_empirical": 86.10118532096824,
              "r_squared": 0.8827611408886695
            },
            {
              "end": "2012-12-31",
              "value": 0.2755952110446058,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.3185926702994692,
              "percentile_empirical": 84.69939744600198,
              "r_squared": 0.8973730901636533
            },
            {
              "end": "2013-03-31",
              "value": 0.2641974235140197,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.228897078435492,
              "percentile_empirical": 83.07414981074085,
              "r_squared": 0.9108456225357386
            },
            {
              "end": "2013-06-30",
              "value": 0.25435949842301664,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.1514769202352266,
              "percentile_empirical": 82.31064967606694,
              "r_squared": 0.9226504659679744
            },
            {
              "end": "2013-09-30",
              "value": 0.24471922100984192,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 1.0756121626243984,
              "percentile_empirical": 81.34289762282287,
              "r_squared": 0.931914001778868
            },
            {
              "end": "2013-12-31",
              "value": 0.2350906741739893,
              "ref_year": 2014,
              "fallback_year_used": true,
              "z": 0.9998397195152212,
              "percentile_empirical": 80.1321496003566,
              "r_squared": 0.9388295993460841
            },
            {
              "end": "2014-03-31",
              "value": 0.2263729335096235,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.931234921741215,
              "percentile_empirical": 77.82916350105921,
              "r_squared": 0.9448691642870934
            },
            {
              "end": "2014-06-30",
              "value": 0.19934806292409463,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.7185610360672166,
              "percentile_empirical": 72.25133363370367,
              "r_squared": 0.953083802893766
            },
            {
              "end": "2014-09-30",
              "value": 0.17527588711270295,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.5291235640085092,
              "percentile_empirical": 68.8933701185707,
              "r_squared": 0.9644179522025228
            },
            {
              "end": "2014-12-31",
              "value": 0.15437317366426712,
              "ref_year": 2014,
              "fallback_year_used": false,
              "z": 0.3646283714731776,
              "percentile_empirical": 62.6020082713187,
              "r_squared": 0.9772150743119827
            },
            {
              "end": "2015-03-31",
              "value": 0.15007334430446773,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.7240176031790743,
              "percentile_empirical": 73.0174919602132,
              "r_squared": 0.9775624593293567
            },
            {
              "end": "2015-06-30",
              "value": 0.14128323613143082,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.6410285902459424,
              "percentile_empirical": 71.50651817455775,
              "r_squared": 0.9645190388461223
            },
            {
              "end": "2015-09-30",
              "value": 0.12969775800231273,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.531647980204858,
              "percentile_empirical": 68.87968913013664,
              "r_squared": 0.9447286993931697
            },
            {
              "end": "2015-12-31",
              "value": 0.11571206289082374,
              "ref_year": 2015,
              "fallback_year_used": false,
              "z": 0.3996064842826068,
              "percentile_empirical": 64.46119589439417,
              "r_squared": 0.9186482797690135
            },
            {
              "end": "2016-03-31",
              "value": 0.10060497545216879,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.285557287499994,
              "percentile_empirical": 61.38532828142363,
              "r_squared": 0.8814351070992333
            },
            {
              "end": "2016-06-30",
              "value": 0.08690300482358615,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.1624002524107286,
              "percentile_empirical": 56.12227970217371,
              "r_squared": 0.8300264247110176
            },
            {
              "end": "2016-09-30",
              "value": 0.07376892329490192,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": 0.044347558857351844,
              "percentile_empirical": 51.33843291078521,
              "r_squared": 0.763874430378387
            },
            {
              "end": "2016-12-31",
              "value": 0.06050373065301982,
              "ref_year": 2016,
              "fallback_year_used": false,
              "z": -0.07488359700676876,
              "percentile_empirical": 46.97585634827723,
              "r_squared": 0.6747990957791535
            },
            {
              "end": "2017-03-31",
              "value": 0.04834200437018009,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.19396611727852667,
              "percentile_empirical": 43.74874501039908,
              "r_squared": 0.5820284583183413
            },
            {
              "end": "2017-06-30",
              "value": 0.037039689523195904,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.29790112971297716,
              "percentile_empirical": 38.09330937358168,
              "r_squared": 0.49444874559218494
            },
            {
              "end": "2017-09-30",
              "value": 0.0238314860627125,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.41936251257901896,
              "percentile_empirical": 32.99171122112375,
              "r_squared": 0.3216842094613272
            },
            {
              "end": "2017-12-31",
              "value": 0.014212151615011288,
              "ref_year": 2017,
              "fallback_year_used": false,
              "z": -0.5078209973202876,
              "percentile_empirical": 30.292064043749722,
              "r_squared": 0.19421373860760854
            },
            {
              "end": "2018-03-31",
              "value": 0.005162348858703962,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -0.6034746376661787,
              "percentile_empirical": 28.12524725792897,
              "r_squared": 0.044553267240089116
            },
            {
              "end": "2018-06-30",
              "value": -0.0036440351907484963,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -0.6688781517123693,
              "percentile_empirical": 27.190495507354484,
              "r_squared": 0.0319716090868813
            },
            {
              "end": "2018-09-30",
              "value": -0.006973336262424229,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -0.6936043035793074,
              "percentile_empirical": 26.72303247238861,
              "r_squared": 0.15593447098046445
            },
            {
              "end": "2018-12-31",
              "value": -0.009263206054739532,
              "ref_year": 2018,
              "fallback_year_used": false,
              "z": -0.7106107764159028,
              "percentile_empirical": 26.245578387251975,
              "r_squared": 0.31809223465780767
            },
            {
              "end": "2019-03-31",
              "value": -0.008780625345452568,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.0314433907053076,
              "percentile_empirical": 19.75680684925682,
              "r_squared": 0.2774042529026188
            },
            {
              "end": "2019-06-30",
              "value": -0.004403926356086248,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -0.9922782237232683,
              "percentile_empirical": 20.715064908917007,
              "r_squared": 0.04979940411205802
            },
            {
              "end": "2019-09-30",
              "value": -0.0031015014008179856,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -0.9806233918560118,
              "percentile_empirical": 20.993479820261225,
              "r_squared": 0.02478014649711738
            },
            {
              "end": "2019-12-31",
              "value": -0.008439377881738848,
              "ref_year": 2019,
              "fallback_year_used": false,
              "z": -1.0283897162508802,
              "percentile_empirical": 19.83725179591258,
              "r_squared": 0.10366414695693608
            },
            {
              "end": "2020-03-31",
              "value": -0.025302832106594435,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -0.9357105508294248,
              "percentile_empirical": 21.867762393532942,
              "r_squared": 0.2006773522988857
            },
            {
              "end": "2020-06-30",
              "value": -0.06668097526979856,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -1.2803911630854234,
              "percentile_empirical": 18.15936404262957,
              "r_squared": 0.2622089070139176
            },
            {
              "end": "2020-09-30",
              "value": -0.11091802911149964,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -1.6488865482557815,
              "percentile_empirical": 16.28201195808575,
              "r_squared": 0.36116793279596826
            },
            {
              "end": "2020-12-31",
              "value": -0.15378988979936853,
              "ref_year": 2020,
              "fallback_year_used": false,
              "z": -2.006009852029093,
              "percentile_empirical": 14.006953414325414,
              "r_squared": 0.452319385209353
            },
            {
              "end": "2021-03-31",
              "value": -0.18251926858603382,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -2.029945645032347,
              "percentile_empirical": 10.314616774104309,
              "r_squared": 0.5206684020534503
            },
            {
              "end": "2021-06-30",
              "value": -0.17626842891462063,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -1.9858502187580278,
              "percentile_empirical": 10.513270548699529,
              "r_squared": 0.47926188186018304
            },
            {
              "end": "2021-09-30",
              "value": -0.16227716385662042,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -1.8871513512009217,
              "percentile_empirical": 10.957917629930071,
              "r_squared": 0.4058775418241772
            },
            {
              "end": "2021-12-31",
              "value": -0.13681376617058197,
              "ref_year": 2021,
              "fallback_year_used": false,
              "z": -1.7075243835643412,
              "percentile_empirical": 11.903042678142159,
              "r_squared": 0.2887158083324133
            },
            {
              "end": "2022-03-31",
              "value": -0.11492948791767854,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.722531132414834,
              "percentile_empirical": 10.272366567458658,
              "r_squared": 0.20404580518520257
            },
            {
              "end": "2022-06-30",
              "value": -0.10148099561837647,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.6218758969472828,
              "percentile_empirical": 12.188195835836085,
              "r_squared": 0.1587216271566853
            },
            {
              "end": "2022-09-30",
              "value": -0.09062739959553068,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.5406421616678334,
              "percentile_empirical": 13.600309849550706,
              "r_squared": 0.1256388321542017
            },
            {
              "end": "2022-12-31",
              "value": -0.09141810280856354,
              "ref_year": 2022,
              "fallback_year_used": false,
              "z": -1.5465601795631851,
              "percentile_empirical": 13.498244119199233,
              "r_squared": 0.12296051359561566
            },
            {
              "end": "2023-03-31",
              "value": -0.08311507192649324,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.5647115521560382,
              "percentile_empirical": 10.263163313660975,
              "r_squared": 0.09994828957252279
            },
            {
              "end": "2023-06-30",
              "value": -0.06777974052385914,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.43611367436405,
              "percentile_empirical": 10.862738377297607,
              "r_squared": 0.06634842333166356
            },
            {
              "end": "2023-09-30",
              "value": -0.0454242529575017,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.2486466948408723,
              "percentile_empirical": 13.083052216490989,
              "r_squared": 0.02990868798231156
            },
            {
              "end": "2023-12-31",
              "value": -0.016093389455581215,
              "ref_year": 2023,
              "fallback_year_used": false,
              "z": -1.0026861282824229,
              "percentile_empirical": 19.03734462482365,
              "r_squared": 0.0038082448049037987
            },
            {
              "end": "2024-03-31",
              "value": 0.013367591483145567,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.6602241988106365,
              "percentile_empirical": 26.7668486898909,
              "r_squared": 0.0026702968396993747
            },
            {
              "end": "2024-06-30",
              "value": 0.04728883470916565,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.40882558930308055,
              "percentile_empirical": 34.62456621287472,
              "r_squared": 0.0343155701859876
            },
            {
              "end": "2024-09-30",
              "value": 0.08557146404105478,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": -0.1251036832926417,
              "percentile_empirical": 45.28508507350518,
              "r_squared": 0.1179284639608243
            },
            {
              "end": "2024-12-31",
              "value": 0.12643360361120284,
              "ref_year": 2024,
              "fallback_year_used": false,
              "z": 0.17773560243138503,
              "percentile_empirical": 57.97028244293642,
              "r_squared": 0.26526483948568313
            },
            {
              "end": "2025-03-31",
              "value": 0.15711605733100145,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.588953970909574,
              "percentile_empirical": 71.55692579725427,
              "r_squared": 0.4089052797399261
            },
            {
              "end": "2025-06-30",
              "value": 0.1674716039188699,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.6609531057920243,
              "percentile_empirical": 73.79448478778046,
              "r_squared": 0.4664918388240546
            },
            {
              "end": "2025-09-30",
              "value": 0.13699947909419907,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.4490891924012453,
              "percentile_empirical": 66.85818774079281,
              "r_squared": 0.408471061470992
            },
            {
              "end": "2025-12-31",
              "value": 0.10012930989866309,
              "ref_year": 2025,
              "fallback_year_used": false,
              "z": 0.1927415179908906,
              "percentile_empirical": 57.07715042254928,
              "r_squared": 0.3400304068969608
            },
            {
              "end": "2026-03-31",
              "value": 0.06276352609434405,
              "ref_year": 2026,
              "fallback_year_used": false,
              "z": 0.036400821142011215,
              "percentile_empirical": 51.675300027585976,
              "r_squared": 0.27879294266142945
            }
          ]
        }
      ]
    }
  ]
}