{
  "schema_version": "valuation_panel_reviewed.v1",
  "generated_at_utc": "2026-10-18T15:49:03.332304+00:00",
  "evidence_status": "descriptive_reconstructed_monthly_panel_with_retained_vintage_checks",
  "historical_pit_certified": false,
  "returns_backtested": false,
  "ownership_scope_certified": false,
  "source_market_value": "A-price-implied total_mv in yuan; multiclass economic equity value not certified",
  "sample_start": "20160129",
  "sample_end": "20261016",
  "formation_count": 130,
  "panel_records": 556948,
  "reference_vintage": "vintage=20261018",
  "input_sha256": {
    "vintage=20261018/manifest": "da114a97ce8896cf6d74a11f3e4485cf9228a18682b4727632edf1cd2d5dea13",
    "vintage=20261018/income/data/part.parquet": "58db7f9ae1e29613bac9959e722f2b57f0f6534c2d7fc78e6273201f6c92af91",
    "vintage=20261018/fina_indicator/data/part.parquet": "1c4f45a69f18822b1664947a695988e10c32007a6be3c3218bb5c6b25320f70b",
    "vintage=20261018/balancesheet/data/part.parquet": "9a91630839832422c978d60b623a61faf4764fc48c0365b425c4a9d0fa4e09c5",
    "daily_basic/20160129": "529f405da24ebf00ca75e1092d4e5f25d7a26c82f33e6f126536faa6fcec455b",
    "daily_basic/20160229": "e9c577fbae8c536403d9209e6c5b6b08f1bd48afccdb1cf216c5a076c3dcf59e",
    "daily_basic/20160331": "d6c6c7615198abd9f25578528c211250bb45a38bf5261a560f5ca7ccd24c5e59",
    "daily_basic/20160429": "9431bffd9bb829a6b1d312bd8b59cd9e6fe5fc1bee7a8691acdf5c457ea4b5c6",
    "daily_basic/20160531": "3d77794265b936f30ea6004a7980c9a849545cfe58a7674661e6a0e702886800",
    "daily_basic/20160630": "4c6e0730e89f08e2be14a49db70a39b5bebfdd881b6f8d150efcb3cf472b2a54",
    "daily_basic/20160729": "6ff3bd507820436662b9d7908769788d95d08f065ff8b2be7444f19c78cf9c69",
    "daily_basic/20160831": "cdd024c7a7349d5d9dc5beb56e6815cfd9a596678a1691bf8e1fa992f7b97af2",
    "daily_basic/20160930": "072dac14598c940b5025447408aab6375987b3a5c92e2d53dd8aaa8c69b06a84",
    "daily_basic/20161031": "072b21de4bb9829b83865972c5ac3f68af2f8873ba1cb4de5607ba6a21ea375e",
    "daily_basic/20161130": "abec1568f7f950052cb94038d07d24e6e7b15826b3c9a5bd08b380583c9ca762",
    "daily_basic/20161230": "364defcb81e359728c130a23f5b3ca82c32496efb0a3ad9860cdf960a509e612",
    "daily_basic/20170126": "29f7463f2c06d3a9bdad9aed4fad5eda47d484d1055ab9fc9d498a4c8f8dddae",
    "daily_basic/20170228": "844f46f2772509a2e49396fc5dfe3d86656445c877fc44ec5a3dc77f5a17c943",
    "daily_basic/20170331": "4ef338ff18c62919aad9c21e5448e299d739f97148a7e8d4e067c7024e7d08bd",
    "daily_basic/20170428": "458b4ffa651b03ee2c73afffac42de987558cb0033ba21a5c8d60c56ad91dc65",
    "daily_basic/20170531": "05b2715439d9bc262099d3ada2a687b3bd1c1dbebf25e897badd69bfc4bd80b6",
    "daily_basic/20170630": "831dcc05a6d09b0bb6a7222e626d3d1042dfb1f03e5b745d6bf2d913491cb5c6",
    "daily_basic/20170731": "2f53d0b02286f7f087597c1bf06b2f7b28d89e797fbd8f4c8d998d2bb07062b6",
    "daily_basic/20170831": "10ac788a468741200f4f2133620464458fdddbc2edb68600f174f2f188cfc19b",
    "daily_basic/20170929": "90ff79cca50c3b88a5f9d242499b13e669e02fae5b2ead5b93c6b6698dcee8c3",
    "daily_basic/20171031": "853b3b158aaa6b2e707ff2fb9b916cf6a01b0a86eb0f3598c24940d94428d478",
    "daily_basic/20171130": "c881fac2f60abbd51cf1b92578f526727432452610a613ffc93198ac966739ad",
    "daily_basic/20171229": "fd06df172b13be57b03023db12eea0de2e24626735f33a4309f313299b8d4e09",
    "daily_basic/20180131": "091afb8158c439e455dccc9f3ce76e555587d64847b4cb6019169b783a5b7a4f",
    "daily_basic/20180228": "525e596d95252c1632a4414fbc88368e52acb66c747921fe3f18e217773176e6",
    "daily_basic/20180330": "abc95419efb67ff003a67b72a7bebebe15f8c167db5a8344590178bc69fb8671",
    "daily_basic/20180427": "4934318a13a9eadd02c32c7dc12cdce18714e20a7eb57d57eb893e3308b701d5",
    "daily_basic/20180531": "04ca5a22cf950207f2e57617348a9c1d6c96fb159340794b466d6fd8d7554542",
    "daily_basic/20180629": "a7cd48f6a8fc9d55802bf951e4e8231a03a15672d843e0c0d77e9ae1125bfc7f",
    "daily_basic/20180731": "52c71d919495315628879c3b90ab59cfe27d04860074ea0008c86aaeace485d1",
    "daily_basic/20180831": "210ec87e209d95a091fd4545911379702abd6808a24e222ff5b4f665080ad84b",
    "daily_basic/20180928": "beefcaa6beb155bc9072bcff7e400f9bff80ab12f5fa0fceabf4de7d548213f8",
    "daily_basic/20181031": "7bf00d3dd4589a425345080c5de8eeb40f50a684519a272b6e15019e7033754d",
    "daily_basic/20181130": "0e413f19560df3363a8e14d63ca05fc1e0d161ab14ec7f8f36e81030492d11b9",
    "daily_basic/20181228": "0c9d07f338cc4fd167d4bc50c7778c49d2a9db68a53118575e0b0c19da1261dd",
    "daily_basic/20190131": "c7d7df7da46a4175053889d372a6a7bdae223fa6bfa06fb85f365b9881884f0e",
    "daily_basic/20190228": "ebf32493cd7577b309f05af8dc5f742666a7dd44bb2d2984cb064d0cbd7c2124",
    "daily_basic/20190329": "7a75e895aa7ff72c83b0aa7ccd51927c197c07d5f0a9aba61c393b6e45b965e6",
    "daily_basic/20190430": "6a888aa71000ed62f6c8de05eb0966934655f8a5380bb729170f8d6382eabf5b",
    "daily_basic/20190531": "3e6252123b4bef4aee88813392a0825bf54b21ca19f79fc480a2ab4e3c987d49",
    "daily_basic/20190628": "be16de1972e74d901b91652362630fca7139c048072e70b5fa62c1aec7144794",
    "daily_basic/20190731": "4a57f8e26456ff3af7ee3358aa00f3f4528b7a46016aacbcf307d573b8d40388",
    "daily_basic/20190830": "ca6cf3ef50bb988323e43fd7551370a357d66c768f14ce02d71d327dd417e17b",
    "daily_basic/20190930": "4706e2c4110a4ce7a14f326a6753d5c567098af00314f5d05a5cc8bdafaed06d",
    "daily_basic/20191031": "7ecad89c29d7bc9938bca29f2a2dfbdd60c7d3f28e8ad88a0b8d5973464f3ddd",
    "daily_basic/20191129": "9d4970637b2631e7ebb342a5e45b27400fdfb2085f09dcb6a79ffd24ac41e97b",
    "daily_basic/20191231": "3ef2dc44bbbca95d6824fb9b0e0c5aa7d1e0278ed9158efcce652021a8f0cbb9",
    "daily_basic/20200123": "f788b19cb0d93bd8824b521e2a46c19a4c49f2a76b31248878be7c0ce9ef4506",
    "daily_basic/20200228": "66dfe52d7f5324c0f804f12a36cc7ceb8420ea80b4178e3ba62a5e292f5d6fd3",
    "daily_basic/20200331": "4f3e8da300a88399e4a1d1eb5a026124bf2f9b5d6b63ed6a46eb49b081b50f10",
    "daily_basic/20200430": "301899784d61ce607625bce7bd8c0a4591daa0ed4f3227b7742cfc14e3a636ca",
    "daily_basic/20200529": "2cf429f99b73a53c831bf99b6f32b72cac4cfa34c80d97d225e3c8fea6f6da2e",
    "daily_basic/20200630": "24e234c5b5bc5e6585f7ca778921729dfe008afe26037d18890fdacc40a3ad5c",
    "daily_basic/20200731": "8a0e737bbade6b8b101122e29e3233c56e0cce1b116fb1ae592aa59453839f59",
    "daily_basic/20200831": "7355613a657741cd45c32ce290c236301ce6379b8dc52b2509085f528eff7e3b",
    "daily_basic/20200930": "ec250675322b32bd812d2034e0344535834841d391fb16108f12456766138719",
    "daily_basic/20201030": "72b143f299ca475d41b47c1f5770adc5fd47a4c6e0c4f2fd1d20205b8c839b4e",
    "daily_basic/20201130": "f6e2d2d7b5ef9e54e43907a34e9a3339633ce8ad0351328652e78507fcc43594",
    "daily_basic/20201231": "b7cd218aa944be8f0e753a8b65d76c6b9ba8f126cc345814eab48d0f1e213f25",
    "daily_basic/20210129": "4d648384d85b14b06f6ad2cf8a71cd41a5ddefec037e444756ee90a40358b27d",
    "daily_basic/20210226": "e389443cc85f9dd604eba5fd0ddf82c68b823835b1998857827391a2cba4f29f",
    "daily_basic/20210331": "00ef6d3eb0034a48101b0ebf3ab6d31124dfd7169d45603befec764e6ec48d81",
    "daily_basic/20210430": "55a8e5accb33f26aa3caec1a017736907ebebc5eb54d63c3235a28a5a3259dcb",
    "daily_basic/20210531": "8fa171ae0e9d77abc0c5557905dfd271b3aa32b298c9924657ba3abadb526a62",
    "daily_basic/20210630": "012cfebef35e9fefaea849d40f549868b928c305d313fe1ced70ec7cda93ed0a",
    "daily_basic/20210730": "28942ef52deb5c88baeaa12701cef111fe62bd486afdabd06875db6f0b2e4936",
    "daily_basic/20210831": "70f22d54e1c501169c686f19735d40677f8d1a4a8dfa06e1e97f99a5fd1f13a9",
    "daily_basic/20210930": "ff346c6a68180aa7225076af521608c3499fe3b69b2fd7e4e1804d0cbb553755",
    "daily_basic/20211029": "9ef94d9c5f259d0c7accd23cef66c1087e1ad6265858d3741c5ed81db0d453be",
    "daily_basic/20211130": "a72127491e8ddc25bf0fac77b040e00c9ece02ca92bbfe650e4307032e418779",
    "daily_basic/20211231": "c085a6eb10a7bed3a4afe74ca5ce54db5504c21093b51da87366c35a9949c22b",
    "daily_basic/20220128": "8ec4f2d9e6fcf441afb61a28e8414cda63526882eaaf805368f1c023f94d4f45",
    "daily_basic/20220228": "e6726e1af3df64eb801598b22ed8bfbbe14cefb1014d578908cfd8a723a74eb3",
    "daily_basic/20220331": "cfaa6a0fff6ac0ea636894b21d2d49df0158d6eca5a730a47fd7166720a1a3e8",
    "daily_basic/20220429": "57b08da7bfc915ceeed19a958e1aa44c43274f8ae1bcc522d58b2e0a253d9d0f",
    "daily_basic/20220531": "059aa95415118094c2ac55fbfac29e8707dc2fe69ddeffaa03e2039311a27c86",
    "daily_basic/20220630": "0f598813e77b0263287537d7fd32eee541c8301f8fad41b7f266853c6c76e222",
    "daily_basic/20220729": "5f6cf40218b36124d9e9b8e56431bc419b192d73e24a21847c0e7422db607960",
    "daily_basic/20220831": "b891ac10be0991d9b0d77579f0668b57bc192e4baa59ee4c68cba53590b98ae6",
    "daily_basic/20220930": "22af59e9dd624193be512fa24fe48ddd2498e7471ced3a049b56948afaae4299",
    "daily_basic/20221031": "337d937b56e14ff0a2c6f9614dac5e83be4b6880be77eeea0a7460e0b945da7a",
    "daily_basic/20221130": "a8fb9ca43f9efdc49dce2e6d9dfc5200fae359dae52aa707e8fbdfd85498b902",
    "daily_basic/20221230": "96fd4d109df2bebd57892197c6d04892ba306eb57f05e45a34b05318cc604e4c",
    "daily_basic/20230131": "6c9539845b4e74552f9d00c04657b850b1f6f58c83e0f1a4f1326eeaa9960ace",
    "daily_basic/20230228": "2d2fa940a6777a44429a32006fc13219cab4a17a82d51f3508c435b5bd06fddc",
    "daily_basic/20230331": "f5fcb568b67ce9c7172bb7b3723ecb006a03107c93b4027e6de904ee46fdeee4",
    "daily_basic/20230428": "0e0fc006ef2817ae0fe9cc7d1c4f2d9de6d897d8f626d6bda3d6867076a12d37",
    "daily_basic/20230531": "88e92fd6fc6c76b4bf078e40699195ddb9bff96f6aa1555dd72150392020b2db",
    "daily_basic/20230630": "0900310193780c4617651020ed0651c4bef511418d47ecdbde5ae3fa21125739",
    "daily_basic/20230731": "f5f9962418a1bb1f052961b3160c9239c6590a1f464d30692acf639a77de447a",
    "daily_basic/20230831": "f667d03797a0e5611b40360be217102b67ed598a80c44cb0e72e88b0d3c8d686",
    "daily_basic/20230928": "1705002d51001d4d5d40a27c72de3e1206439386227428b057df0ec908d1d808",
    "daily_basic/20231031": "cd6028a08feab03640cf784da42944dad1c0ac41a0d0f9a9fc5dbd0d28fcc85c",
    "daily_basic/20231130": "e71c0e26ae2e44424c30092bdd22fbb08c8b79df1e0d17478307e0e8240baab9",
    "daily_basic/20231229": "5569cded64fa93a89bca41ab994f7d2e432741250f744ba23c18990bd7d07f79",
    "daily_basic/20240131": "928598465747d7c0e497b2d9556513e7e767912e401cbab52b960a5761b5fcb2",
    "daily_basic/20240229": "52b3ef3f3dd19f9ce10945eca4d4bb8047d493c82b3a615235fecae15486ca82",
    "daily_basic/20240329": "6a6a2c570eca0e07236a14ff5e8196b871f85c293d55374aa0080ba2cdace73c",
    "daily_basic/20240430": "0645c2e87dc95b7df06396cdf3430026f738fdf20c8811496343bc62e8f2119c",
    "daily_basic/20240531": "8ee8794f0d2dcc200a4c5b1c8213d30cc264667ef57be515dedd9511ef847cb1",
    "daily_basic/20240628": "3b63347c708ec7a79ce7831bc4f54c6b54b534acf1f34ca35f46bc8f1eda7249",
    "daily_basic/20240731": "dca9321cc9bd82e015657987b71bdf2636d0c032a9e1913e23f7a6fc50665f98",
    "daily_basic/20240830": "a3701bc5bb170991f45c33f183bdf8925f778248bc08e2a0088c57c2ac2e5480",
    "daily_basic/20240930": "c8ace1026507bd53864dbe7b93bafde61586adc9539391a8e9a1465b9703720f",
    "daily_basic/20241031": "eaecd433995c9fbd5b75dbcb31d364519e14ff9b3d1a52716b79decc554e844a",
    "daily_basic/20241129": "0155dd3d863f34fda09c6c0edec5bddef69e8be9ddbeab6eccc9c35a3b56d29c",
    "daily_basic/20241231": "e055e31dfff54458291c9ae5b814322914c5cc23d8cb014bf35137d6a56ec53c",
    "daily_basic/20250127": "b92205b1ae5498f2db640733a773cfe7711ffc14196060a938bcc33dbae511f5",
    "daily_basic/20250228": "914c5657e7cada0199434440b452892f679805f4eb69615c4c13320224b43d13",
    "daily_basic/20250331": "9bd431b59e93f1879bd867ea64003b3292f5a63cec62b8cb99eb48173b16cf66",
    "daily_basic/20250430": "e6a98fda0f4dde8b3ab5629ad4288e6ededdafcbbb5df09ad29cf51c34b5be8c",
    "daily_basic/20250530": "6cee56cdf33820ea2f34dd926fb8f3f946f413f16b975f9c788544cfa02e804e",
    "daily_basic/20250630": "dc6c461851af1ec314bb8dc0bceb4ae01f44e7a6ea5b6dd907896b2dc7133f20",
    "daily_basic/20250731": "20054fd2dace33e04ef38b3f13ae2ed74fe1003dff0efbf7de8862a3b1b7daab",
    "daily_basic/20250829": "cd30d2893c9fe37949684fd75ca87e5fcc24d8a8e93f01fa9e202118aa762f50",
    "daily_basic/20250930": "8e96eae76228069fac53e01453fb7434e85070de4b6528651d3584b6025eec90",
    "daily_basic/20251031": "73bf0f7cc9adaaa08e46cf0d70232ed2d41ff2db475bcfcdd1989eab15d6af0e",
    "daily_basic/20251128": "09542e4239d0fb2f103829e4cd0fa569803dad4b0baa8ecdd11e32bc02b9e63a",
    "daily_basic/20251231": "81404ef30cd4634468c946d246c85cda528194d83a316797bcb0afbfb7295d2e",
    "daily_basic/20260130": "1e1af9dd4ce136cba7c321639ba42754c081b0a27633d7563c2e07d1b8dea858",
    "daily_basic/20260227": "325c2fcdef71cbd0a07db138226c50da6b5e0a96374f41d13040fea919048539",
    "daily_basic/20260331": "23956d45d36e1cc06e1ef36db1b6a7d07f2e9bb3677bcff7603257d7bd8ad429",
    "daily_basic/20260430": "a2dd6525a70c273dc0381d2b357102ce00c5cf091ae04b7948572a5b64dc063f",
    "daily_basic/20260529": "95faea268b9c341a3b29b32de5886a431160ab9f533380b86fd2b814501a6e13",
    "daily_basic/20260630": "2a2c3f4c43d8e02cb391b8b5a6ef9a46cc99314179e7c7f4adc2f5b890be34c2",
    "daily_basic/20260731": "85bf9550f2ccf73d1de266828ac4d5a7d549725cfeb622632c9670cfbf7943c5",
    "daily_basic/20260831": "8561995e87a2807451c71feb5e6b424d69216d8e291cf7ecd4aa52b2d4b97229",
    "daily_basic/20260930": "2c7b34b0a67b84529ed0609b240e39e31f58aa439d6f47974476b92573f77bcd",
    "daily_basic/20261016": "c93089109c64953cd0fa4d34808347ed266c44330ae5956be46a1d3ce33ccd98",
    "vintage=20260829/manifest": "5aa6a9d83467c31b1f678252db49ad72e4e75fcb3ffd8e3e4becd2627dcaae9a",
    "vintage=20260926/manifest": "29e91e66b3601fff2fe37f4999153b19b422b27b8dcf1c2a8b828b2b6e3d0401",
    "vintage=20260926/income/data/part.parquet": "41a70a0fc9c5d61e802c2db14e83d7e8b6a99df628851b193e884796f306ca7d",
    "vintage=20260926/fina_indicator/data/part.parquet": "762d33ab31e4307cc09825e5255c715e613b37a9df1b0b2a99b5dcd88b5342f6",
    "vintage=20260926/balancesheet/data/part.parquet": "3125d7370ab52cf65ea5860aaf31f2f1891aca2cc79d97775c5fa617087e547b",
    "daily_basic/20260928": "0a79b747b4cf04429d35fa231b53a37c8ac09935ae56ac5d37f5f2355d920d49",
    "vintage=20261016/manifest": "861991f7185b0b992eb7f0514268f253c60d4c68dd80ebf90a25623888cbf4c9",
    "vintage=20261016/income/data/part.parquet": "8d0dae758df5e979ed727aab3394c0717dad68e86544fc25ba045cd3c237bc92",
    "vintage=20261016/fina_indicator/data/part.parquet": "843f803966339a8ba476a70c88748b44ca2581161c0a50bcd6dc35498d2dd323",
    "vintage=20261016/balancesheet/data/part.parquet": "8f67397e9af91040f02a64fa07a409856ae592f2fd16bc0af886ea0fa645d2e3"
  },
  "monthly": [
    {
      "date": "20160129",
      "quote_records": 2558,
      "input_quote_records": 2558,
      "all_metrics_available": 7,
      "common_five": 7,
      "stale_statements": 0,
      "no_common_report": 74,
      "minority_equity_present": 1984,
      "preferred_equity_present": 11,
      "preferred_equity_unknown": 2526,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 10,
          "nonpositive": 0,
          "missing_or_invalid": 2548
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 11,
          "nonpositive": 0,
          "missing_or_invalid": 2547
        },
        {
          "metric": "pb_parent",
          "available": 2533,
          "nonpositive": 14,
          "missing_or_invalid": 11
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1315,
          "nonpositive": 9,
          "missing_or_invalid": 1234
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1297,
          "nonpositive": 25,
          "missing_or_invalid": 1236
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 45,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 508,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 508,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 508,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 510,
          "common_five": 2
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 467,
          "common_five": 3
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 1,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 2,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 7,
          "spearman": 1.0,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 7,
          "spearman": 0.7857142857142859,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 7,
          "spearman": 0.8928571428571429,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 7,
          "spearman": 0.8928571428571429,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 7,
          "spearman": 0.7857142857142859,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 7,
          "spearman": 0.8928571428571429,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 7,
          "spearman": 0.8928571428571429,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 7,
          "spearman": 0.9285714285714288,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 7,
          "spearman": 0.9285714285714288,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 2,
          "second_selected": 2
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 7,
          "spearman": 1.0,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 2,
          "second_selected": 2
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 0,
          "median_within_stratum_spearman": null
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 0,
          "median_within_stratum_spearman": null
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 0,
          "median_within_stratum_spearman": null
        }
      ]
    },
    {
      "date": "20160229",
      "quote_records": 2538,
      "input_quote_records": 2538,
      "all_metrics_available": 48,
      "common_five": 48,
      "stale_statements": 0,
      "no_common_report": 76,
      "minority_equity_present": 1965,
      "preferred_equity_present": 10,
      "preferred_equity_unknown": 2508,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 108,
          "nonpositive": 5,
          "missing_or_invalid": 2425
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 96,
          "nonpositive": 21,
          "missing_or_invalid": 2421
        },
        {
          "metric": "pb_parent",
          "available": 2515,
          "nonpositive": 12,
          "missing_or_invalid": 11
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1309,
          "nonpositive": 7,
          "missing_or_invalid": 1222
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1292,
          "nonpositive": 22,
          "missing_or_invalid": 1224
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 44,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 504,
          "common_five": 4
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 505,
          "common_five": 7
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 506,
          "common_five": 12
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 504,
          "common_five": 13
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 464,
          "common_five": 12
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 1,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 48,
          "spearman": 0.9230351715154147,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 48,
          "spearman": 0.4021927920104212,
          "bottom_quintile_jaccard": 0.25,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 48,
          "spearman": 0.4725358228397742,
          "bottom_quintile_jaccard": 0.17647058823529413,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 48,
          "spearman": 0.47926617455492837,
          "bottom_quintile_jaccard": 0.17647058823529413,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 48,
          "spearman": 0.2593356491532783,
          "bottom_quintile_jaccard": 0.25,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 48,
          "spearman": 0.3252279635258359,
          "bottom_quintile_jaccard": 0.17647058823529413,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 48,
          "spearman": 0.33575770733825444,
          "bottom_quintile_jaccard": 0.17647058823529413,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 48,
          "spearman": 0.9316109422492401,
          "bottom_quintile_jaccard": 0.8181818181818182,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 48,
          "spearman": 0.9183673469387755,
          "bottom_quintile_jaccard": 0.8181818181818182,
          "first_selected": 10,
          "second_selected": 10
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 48,
          "spearman": 0.9921841076856274,
          "bottom_quintile_jaccard": 1.0,
          "first_selected": 10,
          "second_selected": 10
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 0,
          "median_within_stratum_spearman": null
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 0,
          "median_within_stratum_spearman": null
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 0,
          "median_within_stratum_spearman": null
        }
      ]
    },
    {
      "date": "20160331",
      "quote_records": 2536,
      "input_quote_records": 2536,
      "all_metrics_available": 394,
      "common_five": 392,
      "stale_statements": 0,
      "no_common_report": 98,
      "minority_equity_present": 1974,
      "preferred_equity_present": 11,
      "preferred_equity_unknown": 2505,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 823,
          "nonpositive": 66,
          "missing_or_invalid": 1647
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 775,
          "nonpositive": 160,
          "missing_or_invalid": 1601
        },
        {
          "metric": "pb_parent",
          "available": 2514,
          "nonpositive": 11,
          "missing_or_invalid": 11
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1318,
          "nonpositive": 9,
          "missing_or_invalid": 1209
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1302,
          "nonpositive": 23,
          "missing_or_invalid": 1211
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 45,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 504,
          "common_five": 31
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 506,
          "common_five": 69
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 505,
          "common_five": 78
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 504,
          "common_five": 95
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 463,
          "common_five": 119
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 1,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 3,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 392,
          "spearman": 0.9322756582495917,
          "bottom_quintile_jaccard": 0.8372093023255814,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 392,
          "spearman": 0.5720727958032993,
          "bottom_quintile_jaccard": 0.4107142857142857,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 392,
          "spearman": 0.5857498245647238,
          "bottom_quintile_jaccard": 0.42342342342342343,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 392,
          "spearman": 0.5751186211409842,
          "bottom_quintile_jaccard": 0.42342342342342343,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 392,
          "spearman": 0.4745844711516672,
          "bottom_quintile_jaccard": 0.38596491228070173,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 392,
          "spearman": 0.4932293687368112,
          "bottom_quintile_jaccard": 0.4107142857142857,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 392,
          "spearman": 0.4938863856747198,
          "bottom_quintile_jaccard": 0.4107142857142857,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 392,
          "spearman": 0.9675438015442287,
          "bottom_quintile_jaccard": 0.8809523809523809,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 392,
          "spearman": 0.9316975311562592,
          "bottom_quintile_jaccard": 0.7555555555555555,
          "first_selected": 79,
          "second_selected": 79
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 392,
          "spearman": 0.9714448645151585,
          "bottom_quintile_jaccard": 0.8160919540229885,
          "first_selected": 79,
          "second_selected": 79
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 8,
          "median_within_stratum_spearman": 0.9627016258595205
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 8,
          "median_within_stratum_spearman": 0.9417393751759076
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 8,
          "median_within_stratum_spearman": 0.9100843556503253
        }
      ]
    },
    {
      "date": "20160429",
      "quote_records": 2529,
      "input_quote_records": 2529,
      "all_metrics_available": 1012,
      "common_five": 1001,
      "stale_statements": 0,
      "no_common_report": 96,
      "minority_equity_present": 2002,
      "preferred_equity_present": 12,
      "preferred_equity_unknown": 2491,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2018,
          "nonpositive": 262,
          "missing_or_invalid": 249
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 1845,
          "nonpositive": 489,
          "missing_or_invalid": 195
        },
        {
          "metric": "pb_parent",
          "available": 2517,
          "nonpositive": 7,
          "missing_or_invalid": 5
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1362,
          "nonpositive": 8,
          "missing_or_invalid": 1159
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1346,
          "nonpositive": 21,
          "missing_or_invalid": 1162
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 45,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 505,
          "common_five": 117
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 505,
          "common_five": 171
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 506,
          "common_five": 206
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 503,
          "common_five": 250
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 461,
          "common_five": 257
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 3,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1001,
          "spearman": 0.9289586457193023,
          "bottom_quintile_jaccard": 0.7866666666666666,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1001,
          "spearman": 0.5208757919976776,
          "bottom_quintile_jaccard": 0.3767123287671233,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1001,
          "spearman": 0.5352855499906413,
          "bottom_quintile_jaccard": 0.4105263157894737,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1001,
          "spearman": 0.5264306563282863,
          "bottom_quintile_jaccard": 0.40559440559440557,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1001,
          "spearman": 0.41597990880963287,
          "bottom_quintile_jaccard": 0.34448160535117056,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1001,
          "spearman": 0.4328414306223203,
          "bottom_quintile_jaccard": 0.3720136518771331,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1001,
          "spearman": 0.43113764936343685,
          "bottom_quintile_jaccard": 0.3720136518771331,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1001,
          "spearman": 0.9444889837377531,
          "bottom_quintile_jaccard": 0.8440366972477065,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1001,
          "spearman": 0.9153844114890163,
          "bottom_quintile_jaccard": 0.7946428571428571,
          "first_selected": 201,
          "second_selected": 201
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1001,
          "spearman": 0.9781835049871294,
          "bottom_quintile_jaccard": 0.8962264150943396,
          "first_selected": 201,
          "second_selected": 201
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.9342210321709254
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.925106231071853
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 18,
          "median_within_stratum_spearman": 0.48152005813411847
        }
      ]
    },
    {
      "date": "20160531",
      "quote_records": 2556,
      "input_quote_records": 2556,
      "all_metrics_available": 1068,
      "common_five": 1057,
      "stale_statements": 0,
      "no_common_report": 78,
      "minority_equity_present": 2030,
      "preferred_equity_present": 13,
      "preferred_equity_unknown": 2519,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2115,
          "nonpositive": 325,
          "missing_or_invalid": 116
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 1927,
          "nonpositive": 561,
          "missing_or_invalid": 68
        },
        {
          "metric": "pb_parent",
          "available": 2546,
          "nonpositive": 7,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1394,
          "nonpositive": 11,
          "missing_or_invalid": 1151
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1377,
          "nonpositive": 24,
          "missing_or_invalid": 1155
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 46,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 511,
          "common_five": 119
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 510,
          "common_five": 179
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 512,
          "common_five": 222
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 508,
          "common_five": 265
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 466,
          "common_five": 272
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 2,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1057,
          "spearman": 0.9361491944072978,
          "bottom_quintile_jaccard": 0.7815126050420168,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1057,
          "spearman": 0.5283035616141307,
          "bottom_quintile_jaccard": 0.3901639344262295,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1057,
          "spearman": 0.5525129056425161,
          "bottom_quintile_jaccard": 0.3901639344262295,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1057,
          "spearman": 0.5497874664376067,
          "bottom_quintile_jaccard": 0.3901639344262295,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1057,
          "spearman": 0.4410172691442218,
          "bottom_quintile_jaccard": 0.3633440514469453,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1057,
          "spearman": 0.4623071101529857,
          "bottom_quintile_jaccard": 0.37662337662337664,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1057,
          "spearman": 0.4638288110840129,
          "bottom_quintile_jaccard": 0.37216828478964403,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1057,
          "spearman": 0.9413489116846295,
          "bottom_quintile_jaccard": 0.8678414096916299,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1057,
          "spearman": 0.9098101986692483,
          "bottom_quintile_jaccard": 0.7966101694915254,
          "first_selected": 212,
          "second_selected": 212
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1057,
          "spearman": 0.9765039202582455,
          "bottom_quintile_jaccard": 0.8928571428571429,
          "first_selected": 212,
          "second_selected": 212
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9136956945256185
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8938461538461538
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6500046141068627
        }
      ]
    },
    {
      "date": "20160630",
      "quote_records": 2585,
      "input_quote_records": 2585,
      "all_metrics_available": 1076,
      "common_five": 1067,
      "stale_statements": 0,
      "no_common_report": 77,
      "minority_equity_present": 2042,
      "preferred_equity_present": 13,
      "preferred_equity_unknown": 2547,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2146,
          "nonpositive": 327,
          "missing_or_invalid": 112
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 1953,
          "nonpositive": 563,
          "missing_or_invalid": 69
        },
        {
          "metric": "pb_parent",
          "available": 2576,
          "nonpositive": 7,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1402,
          "nonpositive": 12,
          "missing_or_invalid": 1171
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1384,
          "nonpositive": 26,
          "missing_or_invalid": 1175
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 44,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 517,
          "common_five": 111
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 516,
          "common_five": 175
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 516,
          "common_five": 218
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 515,
          "common_five": 278
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 473,
          "common_five": 285
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1067,
          "spearman": 0.9388806685175076,
          "bottom_quintile_jaccard": 0.8135593220338984,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1067,
          "spearman": 0.5572768825263062,
          "bottom_quintile_jaccard": 0.41254125412541254,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1067,
          "spearman": 0.5747234129378374,
          "bottom_quintile_jaccard": 0.41721854304635764,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1067,
          "spearman": 0.5728488505064293,
          "bottom_quintile_jaccard": 0.40789473684210525,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1067,
          "spearman": 0.4717868169401319,
          "bottom_quintile_jaccard": 0.40327868852459015,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1067,
          "spearman": 0.4855041868163177,
          "bottom_quintile_jaccard": 0.40789473684210525,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1067,
          "spearman": 0.48756351559162353,
          "bottom_quintile_jaccard": 0.38961038961038963,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1067,
          "spearman": 0.9440316823307032,
          "bottom_quintile_jaccard": 0.8854625550660793,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1067,
          "spearman": 0.9177114281920258,
          "bottom_quintile_jaccard": 0.7907949790794979,
          "first_selected": 214,
          "second_selected": 214
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1067,
          "spearman": 0.9801727753993648,
          "bottom_quintile_jaccard": 0.8369098712446352,
          "first_selected": 214,
          "second_selected": 214
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9039824625502377
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9087845201965158
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7207207207207208
        }
      ]
    },
    {
      "date": "20160729",
      "quote_records": 2645,
      "input_quote_records": 2645,
      "all_metrics_available": 1092,
      "common_five": 1084,
      "stale_statements": 0,
      "no_common_report": 74,
      "minority_equity_present": 2082,
      "preferred_equity_present": 11,
      "preferred_equity_unknown": 2610,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2196,
          "nonpositive": 339,
          "missing_or_invalid": 110
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 1984,
          "nonpositive": 580,
          "missing_or_invalid": 81
        },
        {
          "metric": "pb_parent",
          "available": 2635,
          "nonpositive": 9,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1427,
          "nonpositive": 11,
          "missing_or_invalid": 1207
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1408,
          "nonpositive": 26,
          "missing_or_invalid": 1211
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 44,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 529,
          "common_five": 114
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 529,
          "common_five": 193
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 529,
          "common_five": 215
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 528,
          "common_five": 278
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 485,
          "common_five": 284
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1084,
          "spearman": 0.937175398622742,
          "bottom_quintile_jaccard": 0.7642276422764228,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1084,
          "spearman": 0.511944789921719,
          "bottom_quintile_jaccard": 0.391025641025641,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1084,
          "spearman": 0.5323455780409128,
          "bottom_quintile_jaccard": 0.3954983922829582,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1084,
          "spearman": 0.5317854660761759,
          "bottom_quintile_jaccard": 0.3954983922829582,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1084,
          "spearman": 0.426583213997237,
          "bottom_quintile_jaccard": 0.34782608695652173,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1084,
          "spearman": 0.4440695715133577,
          "bottom_quintile_jaccard": 0.35202492211838005,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1084,
          "spearman": 0.44783297863296834,
          "bottom_quintile_jaccard": 0.35202492211838005,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1084,
          "spearman": 0.9380367071364847,
          "bottom_quintile_jaccard": 0.8706896551724138,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1084,
          "spearman": 0.9086848580206279,
          "bottom_quintile_jaccard": 0.7933884297520661,
          "first_selected": 217,
          "second_selected": 217
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1084,
          "spearman": 0.9768614142919434,
          "bottom_quintile_jaccard": 0.8468085106382979,
          "first_selected": 217,
          "second_selected": 217
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9162020905923346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.903807615230461
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6352343308865049
        }
      ]
    },
    {
      "date": "20160831",
      "quote_records": 2686,
      "input_quote_records": 2686,
      "all_metrics_available": 1154,
      "common_five": 1150,
      "stale_statements": 0,
      "no_common_report": 37,
      "minority_equity_present": 2120,
      "preferred_equity_present": 18,
      "preferred_equity_unknown": 2642,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2203,
          "nonpositive": 365,
          "missing_or_invalid": 118
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2032,
          "nonpositive": 581,
          "missing_or_invalid": 73
        },
        {
          "metric": "pb_parent",
          "available": 2676,
          "nonpositive": 9,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1492,
          "nonpositive": 10,
          "missing_or_invalid": 1184
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1473,
          "nonpositive": 25,
          "missing_or_invalid": 1188
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 50,
          "common_five": 2
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 537,
          "common_five": 113
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 537,
          "common_five": 211
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 537,
          "common_five": 227
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 536,
          "common_five": 301
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 488,
          "common_five": 296
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1150,
          "spearman": 0.9319580723882842,
          "bottom_quintile_jaccard": 0.796875,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1150,
          "spearman": 0.47686415205388993,
          "bottom_quintile_jaccard": 0.34110787172011664,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1150,
          "spearman": 0.5012345599915519,
          "bottom_quintile_jaccard": 0.3489736070381232,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1150,
          "spearman": 0.5049636030166352,
          "bottom_quintile_jaccard": 0.35294117647058826,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1150,
          "spearman": 0.395212574909665,
          "bottom_quintile_jaccard": 0.3218390804597701,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1150,
          "spearman": 0.419323876543701,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1150,
          "spearman": 0.42720382006911545,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1150,
          "spearman": 0.929636609622698,
          "bottom_quintile_jaccard": 0.8326693227091634,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1150,
          "spearman": 0.8993411106358669,
          "bottom_quintile_jaccard": 0.7424242424242424,
          "first_selected": 230,
          "second_selected": 230
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1150,
          "spearman": 0.9743423373648342,
          "bottom_quintile_jaccard": 0.8623481781376519,
          "first_selected": 230,
          "second_selected": 230
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9116113923094357
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8988693309158672
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7288238077711761
        }
      ]
    },
    {
      "date": "20160930",
      "quote_records": 2704,
      "input_quote_records": 2704,
      "all_metrics_available": 1147,
      "common_five": 1143,
      "stale_statements": 0,
      "no_common_report": 30,
      "minority_equity_present": 2114,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2657,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2202,
          "nonpositive": 372,
          "missing_or_invalid": 130
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2040,
          "nonpositive": 586,
          "missing_or_invalid": 78
        },
        {
          "metric": "pb_parent",
          "available": 2694,
          "nonpositive": 9,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1493,
          "nonpositive": 11,
          "missing_or_invalid": 1200
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1472,
          "nonpositive": 28,
          "missing_or_invalid": 1204
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 52,
          "common_five": 2
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 540,
          "common_five": 122
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 541,
          "common_five": 200
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 540,
          "common_five": 231
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 540,
          "common_five": 293
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 489,
          "common_five": 295
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1143,
          "spearman": 0.9316399579211279,
          "bottom_quintile_jaccard": 0.796078431372549,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1143,
          "spearman": 0.46718898719122376,
          "bottom_quintile_jaccard": 0.34705882352941175,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1143,
          "spearman": 0.49250047843656686,
          "bottom_quintile_jaccard": 0.3630952380952381,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1143,
          "spearman": 0.49544831227038505,
          "bottom_quintile_jaccard": 0.35502958579881655,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1143,
          "spearman": 0.3884751796181799,
          "bottom_quintile_jaccard": 0.34705882352941175,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1143,
          "spearman": 0.41594441586265307,
          "bottom_quintile_jaccard": 0.3590504451038576,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1143,
          "spearman": 0.4230482400792904,
          "bottom_quintile_jaccard": 0.34705882352941175,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1143,
          "spearman": 0.9267299766617297,
          "bottom_quintile_jaccard": 0.854251012145749,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1143,
          "spearman": 0.8972271122843342,
          "bottom_quintile_jaccard": 0.7615384615384615,
          "first_selected": 229,
          "second_selected": 229
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1143,
          "spearman": 0.9769877124262275,
          "bottom_quintile_jaccard": 0.8693877551020408,
          "first_selected": 229,
          "second_selected": 229
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9070305272895468
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8971774193548389
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7288038277511962
        }
      ]
    },
    {
      "date": "20161031",
      "quote_records": 2752,
      "input_quote_records": 2752,
      "all_metrics_available": 1174,
      "common_five": 1163,
      "stale_statements": 0,
      "no_common_report": 86,
      "minority_equity_present": 2166,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2714,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2266,
          "nonpositive": 365,
          "missing_or_invalid": 121
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2053,
          "nonpositive": 574,
          "missing_or_invalid": 125
        },
        {
          "metric": "pb_parent",
          "available": 2741,
          "nonpositive": 9,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1535,
          "nonpositive": 12,
          "missing_or_invalid": 1205
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1512,
          "nonpositive": 30,
          "missing_or_invalid": 1210
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 53,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 550,
          "common_five": 123
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 549,
          "common_five": 209
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 551,
          "common_five": 238
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 549,
          "common_five": 304
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 498,
          "common_five": 288
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1163,
          "spearman": 0.9191434008726529,
          "bottom_quintile_jaccard": 0.7786259541984732,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1163,
          "spearman": 0.44833333430597455,
          "bottom_quintile_jaccard": 0.3390804597701149,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1163,
          "spearman": 0.46801435662483376,
          "bottom_quintile_jaccard": 0.3507246376811594,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1163,
          "spearman": 0.462323101809016,
          "bottom_quintile_jaccard": 0.3507246376811594,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1163,
          "spearman": 0.35133771313994205,
          "bottom_quintile_jaccard": 0.32011331444759206,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1163,
          "spearman": 0.37294605999937536,
          "bottom_quintile_jaccard": 0.335243553008596,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1163,
          "spearman": 0.37037528188998037,
          "bottom_quintile_jaccard": 0.3314285714285714,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1163,
          "spearman": 0.9282764701228711,
          "bottom_quintile_jaccard": 0.8274509803921568,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1163,
          "spearman": 0.897851913777939,
          "bottom_quintile_jaccard": 0.7584905660377359,
          "first_selected": 233,
          "second_selected": 233
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1163,
          "spearman": 0.9756379879934364,
          "bottom_quintile_jaccard": 0.8492063492063492,
          "first_selected": 233,
          "second_selected": 233
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8789473684210526
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9030516431924882
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7505285412262157
        }
      ]
    },
    {
      "date": "20161130",
      "quote_records": 2774,
      "input_quote_records": 2774,
      "all_metrics_available": 1175,
      "common_five": 1168,
      "stale_statements": 0,
      "no_common_report": 87,
      "minority_equity_present": 2170,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2735,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2289,
          "nonpositive": 366,
          "missing_or_invalid": 119
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2050,
          "nonpositive": 570,
          "missing_or_invalid": 154
        },
        {
          "metric": "pb_parent",
          "available": 2763,
          "nonpositive": 9,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1538,
          "nonpositive": 11,
          "missing_or_invalid": 1225
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1515,
          "nonpositive": 29,
          "missing_or_invalid": 1230
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 54,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 554,
          "common_five": 126
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 554,
          "common_five": 207
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 555,
          "common_five": 239
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 553,
          "common_five": 305
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 501,
          "common_five": 290
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1168,
          "spearman": 0.9226910525385135,
          "bottom_quintile_jaccard": 0.7931034482758621,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1168,
          "spearman": 0.4575632720451593,
          "bottom_quintile_jaccard": 0.33714285714285713,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1168,
          "spearman": 0.47420154788321606,
          "bottom_quintile_jaccard": 0.36443148688046645,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1168,
          "spearman": 0.4685147867721768,
          "bottom_quintile_jaccard": 0.35260115606936415,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1168,
          "spearman": 0.3623867700424368,
          "bottom_quintile_jaccard": 0.30362116991643456,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1168,
          "spearman": 0.38054323659618333,
          "bottom_quintile_jaccard": 0.33714285714285713,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1168,
          "spearman": 0.37833537887401153,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1168,
          "spearman": 0.9259175617666722,
          "bottom_quintile_jaccard": 0.806949806949807,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1168,
          "spearman": 0.8953660295782626,
          "bottom_quintile_jaccard": 0.7593984962406015,
          "first_selected": 234,
          "second_selected": 234
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1168,
          "spearman": 0.9755248154335693,
          "bottom_quintile_jaccard": 0.8947368421052632,
          "first_selected": 234,
          "second_selected": 234
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8965148681146694
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8972584103351074
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7674289366195224
        }
      ]
    },
    {
      "date": "20161230",
      "quote_records": 2834,
      "input_quote_records": 2834,
      "all_metrics_available": 1179,
      "common_five": 1174,
      "stale_statements": 0,
      "no_common_report": 94,
      "minority_equity_present": 2201,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2792,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2316,
          "nonpositive": 377,
          "missing_or_invalid": 141
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2061,
          "nonpositive": 584,
          "missing_or_invalid": 189
        },
        {
          "metric": "pb_parent",
          "available": 2820,
          "nonpositive": 12,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1545,
          "nonpositive": 11,
          "missing_or_invalid": 1278
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1521,
          "nonpositive": 30,
          "missing_or_invalid": 1283
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 53,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 566,
          "common_five": 123
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 567,
          "common_five": 210
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 566,
          "common_five": 246
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 565,
          "common_five": 299
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 514,
          "common_five": 295
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1174,
          "spearman": 0.9203625964956106,
          "bottom_quintile_jaccard": 0.8076923076923077,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1174,
          "spearman": 0.43754414682505477,
          "bottom_quintile_jaccard": 0.3505747126436782,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1174,
          "spearman": 0.45465116876671785,
          "bottom_quintile_jaccard": 0.37026239067055394,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1174,
          "spearman": 0.4485610733458341,
          "bottom_quintile_jaccard": 0.36627906976744184,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1174,
          "spearman": 0.34213057538177283,
          "bottom_quintile_jaccard": 0.3165266106442577,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1174,
          "spearman": 0.35856049733509937,
          "bottom_quintile_jaccard": 0.34285714285714286,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1174,
          "spearman": 0.35725568877716535,
          "bottom_quintile_jaccard": 0.34285714285714286,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1174,
          "spearman": 0.9187028445904868,
          "bottom_quintile_jaccard": 0.8007662835249042,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1174,
          "spearman": 0.8900471745153153,
          "bottom_quintile_jaccard": 0.7472118959107806,
          "first_selected": 235,
          "second_selected": 235
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1174,
          "spearman": 0.9770645162503219,
          "bottom_quintile_jaccard": 0.857707509881423,
          "first_selected": 235,
          "second_selected": 235
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.8994727272063796
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.8831180991293351
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 18,
          "median_within_stratum_spearman": 0.730998621089878
        }
      ]
    },
    {
      "date": "20170126",
      "quote_records": 2893,
      "input_quote_records": 2893,
      "all_metrics_available": 1186,
      "common_five": 1183,
      "stale_statements": 0,
      "no_common_report": 105,
      "minority_equity_present": 2225,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2851,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2353,
          "nonpositive": 377,
          "missing_or_invalid": 163
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2076,
          "nonpositive": 584,
          "missing_or_invalid": 233
        },
        {
          "metric": "pb_parent",
          "available": 2879,
          "nonpositive": 12,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1565,
          "nonpositive": 12,
          "missing_or_invalid": 1316
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1541,
          "nonpositive": 31,
          "missing_or_invalid": 1321
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 578,
          "common_five": 117
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 579,
          "common_five": 210
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 577,
          "common_five": 248
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 576,
          "common_five": 309
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 521,
          "common_five": 298
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1183,
          "spearman": 0.9200252403865189,
          "bottom_quintile_jaccard": 0.7752808988764045,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1183,
          "spearman": 0.41130315973098386,
          "bottom_quintile_jaccard": 0.31666666666666665,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1183,
          "spearman": 0.4334115253156061,
          "bottom_quintile_jaccard": 0.3465909090909091,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1183,
          "spearman": 0.42902526232305255,
          "bottom_quintile_jaccard": 0.3465909090909091,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1183,
          "spearman": 0.31719739469651165,
          "bottom_quintile_jaccard": 0.28804347826086957,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1183,
          "spearman": 0.33813814814189463,
          "bottom_quintile_jaccard": 0.31666666666666665,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1183,
          "spearman": 0.33680142935597385,
          "bottom_quintile_jaccard": 0.31301939058171746,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1183,
          "spearman": 0.9165253467187287,
          "bottom_quintile_jaccard": 0.7819548872180451,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1183,
          "spearman": 0.8867743334061663,
          "bottom_quintile_jaccard": 0.7426470588235294,
          "first_selected": 237,
          "second_selected": 237
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1183,
          "spearman": 0.9755246197399021,
          "bottom_quintile_jaccard": 0.8809523809523809,
          "first_selected": 237,
          "second_selected": 237
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.8903431252358587
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 18,
          "median_within_stratum_spearman": 0.8903169294473643
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 18,
          "median_within_stratum_spearman": 0.6842674381476548
        }
      ]
    },
    {
      "date": "20170228",
      "quote_records": 2897,
      "input_quote_records": 2897,
      "all_metrics_available": 1183,
      "common_five": 1179,
      "stale_statements": 0,
      "no_common_report": 113,
      "minority_equity_present": 2211,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2854,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2362,
          "nonpositive": 368,
          "missing_or_invalid": 167
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2077,
          "nonpositive": 570,
          "missing_or_invalid": 250
        },
        {
          "metric": "pb_parent",
          "available": 2884,
          "nonpositive": 11,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1555,
          "nonpositive": 12,
          "missing_or_invalid": 1330
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1532,
          "nonpositive": 30,
          "missing_or_invalid": 1335
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 59,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 579,
          "common_five": 128
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 579,
          "common_five": 202
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 579,
          "common_five": 244
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 578,
          "common_five": 314
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 521,
          "common_five": 290
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1179,
          "spearman": 0.9184039587137806,
          "bottom_quintile_jaccard": 0.7878787878787878,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1179,
          "spearman": 0.4086674109243325,
          "bottom_quintile_jaccard": 0.32212885154061627,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1179,
          "spearman": 0.4284947570238328,
          "bottom_quintile_jaccard": 0.3563218390804598,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1179,
          "spearman": 0.4236814003619989,
          "bottom_quintile_jaccard": 0.3485714285714286,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1179,
          "spearman": 0.31236380593058083,
          "bottom_quintile_jaccard": 0.2967032967032967,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1179,
          "spearman": 0.3339303810977537,
          "bottom_quintile_jaccard": 0.3295774647887324,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1179,
          "spearman": 0.3325902911487062,
          "bottom_quintile_jaccard": 0.32212885154061627,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1179,
          "spearman": 0.9147761208723381,
          "bottom_quintile_jaccard": 0.8015267175572519,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1179,
          "spearman": 0.8837730551835514,
          "bottom_quintile_jaccard": 0.7352941176470589,
          "first_selected": 236,
          "second_selected": 236
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1179,
          "spearman": 0.9751370472401769,
          "bottom_quintile_jaccard": 0.8804780876494024,
          "first_selected": 236,
          "second_selected": 236
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.870080606922712
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8826138785536249
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.6772385509227615
        }
      ]
    },
    {
      "date": "20170331",
      "quote_records": 2946,
      "input_quote_records": 2946,
      "all_metrics_available": 1228,
      "common_five": 1215,
      "stale_statements": 0,
      "no_common_report": 131,
      "minority_equity_present": 2231,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2905,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2493,
          "nonpositive": 302,
          "missing_or_invalid": 151
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2230,
          "nonpositive": 521,
          "missing_or_invalid": 195
        },
        {
          "metric": "pb_parent",
          "available": 2936,
          "nonpositive": 8,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1574,
          "nonpositive": 9,
          "missing_or_invalid": 1363
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1551,
          "nonpositive": 27,
          "missing_or_invalid": 1368
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 57,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 589,
          "common_five": 125
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 589,
          "common_five": 208
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 588,
          "common_five": 266
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 587,
          "common_five": 315
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 533,
          "common_five": 300
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1215,
          "spearman": 0.9202597374906059,
          "bottom_quintile_jaccard": 0.7672727272727272,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1215,
          "spearman": 0.42227154867952577,
          "bottom_quintile_jaccard": 0.32065217391304346,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1215,
          "spearman": 0.4354510936258965,
          "bottom_quintile_jaccard": 0.35376044568245124,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1215,
          "spearman": 0.42833776314832,
          "bottom_quintile_jaccard": 0.33884297520661155,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1215,
          "spearman": 0.3183666439405718,
          "bottom_quintile_jaccard": 0.2925531914893617,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1215,
          "spearman": 0.3363867470759791,
          "bottom_quintile_jaccard": 0.3242506811989101,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1215,
          "spearman": 0.3325533564599162,
          "bottom_quintile_jaccard": 0.31351351351351353,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1215,
          "spearman": 0.9211904738241422,
          "bottom_quintile_jaccard": 0.8,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1215,
          "spearman": 0.8894221074730743,
          "bottom_quintile_jaccard": 0.7482014388489209,
          "first_selected": 243,
          "second_selected": 243
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1215,
          "spearman": 0.9724084697521514,
          "bottom_quintile_jaccard": 0.8764478764478765,
          "first_selected": 243,
          "second_selected": 243
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8836615096108769
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8655235762400489
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7851037851037852
        }
      ]
    },
    {
      "date": "20170428",
      "quote_records": 2963,
      "input_quote_records": 2963,
      "all_metrics_available": 1255,
      "common_five": 1236,
      "stale_statements": 3,
      "no_common_report": 119,
      "minority_equity_present": 2256,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2919,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2629,
          "nonpositive": 214,
          "missing_or_invalid": 120
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2270,
          "nonpositive": 473,
          "missing_or_invalid": 220
        },
        {
          "metric": "pb_parent",
          "available": 2955,
          "nonpositive": 5,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1589,
          "nonpositive": 14,
          "missing_or_invalid": 1360
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1564,
          "nonpositive": 35,
          "missing_or_invalid": 1364
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 59,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 592,
          "common_five": 111
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 593,
          "common_five": 217
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 591,
          "common_five": 274
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 591,
          "common_five": 318
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 534,
          "common_five": 316
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1236,
          "spearman": 0.9257228850918555,
          "bottom_quintile_jaccard": 0.7588652482269503,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1236,
          "spearman": 0.40019065273122345,
          "bottom_quintile_jaccard": 0.30183727034120733,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1236,
          "spearman": 0.4175048392675113,
          "bottom_quintile_jaccard": 0.32620320855614976,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1236,
          "spearman": 0.40935503350439084,
          "bottom_quintile_jaccard": 0.3297587131367292,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1236,
          "spearman": 0.31532817625883985,
          "bottom_quintile_jaccard": 0.28165374677002586,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1236,
          "spearman": 0.33310526590047834,
          "bottom_quintile_jaccard": 0.29842931937172773,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1236,
          "spearman": 0.32786892356381975,
          "bottom_quintile_jaccard": 0.30183727034120733,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1236,
          "spearman": 0.9075356719037555,
          "bottom_quintile_jaccard": 0.8036363636363636,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1236,
          "spearman": 0.8740140045173518,
          "bottom_quintile_jaccard": 0.7222222222222222,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1236,
          "spearman": 0.9708346957593187,
          "bottom_quintile_jaccard": 0.8168498168498168,
          "first_selected": 248,
          "second_selected": 248
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.888047711781889
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8833252190847127
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.43048128342245995
        }
      ]
    },
    {
      "date": "20170531",
      "quote_records": 2986,
      "input_quote_records": 2986,
      "all_metrics_available": 1248,
      "common_five": 1233,
      "stale_statements": 1,
      "no_common_report": 95,
      "minority_equity_present": 2267,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2942,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2634,
          "nonpositive": 219,
          "missing_or_invalid": 133
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2237,
          "nonpositive": 468,
          "missing_or_invalid": 281
        },
        {
          "metric": "pb_parent",
          "available": 2978,
          "nonpositive": 6,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1605,
          "nonpositive": 15,
          "missing_or_invalid": 1366
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1579,
          "nonpositive": 37,
          "missing_or_invalid": 1370
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 597,
          "common_five": 99
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 597,
          "common_five": 220
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 596,
          "common_five": 259
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 596,
          "common_five": 326
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 539,
          "common_five": 329
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1233,
          "spearman": 0.9184836675025809,
          "bottom_quintile_jaccard": 0.7455830388692579,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1233,
          "spearman": 0.41097453673323253,
          "bottom_quintile_jaccard": 0.3103448275862069,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1233,
          "spearman": 0.4196924585133429,
          "bottom_quintile_jaccard": 0.33153638814016173,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1233,
          "spearman": 0.40926020538245883,
          "bottom_quintile_jaccard": 0.33513513513513515,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1233,
          "spearman": 0.3198325789104954,
          "bottom_quintile_jaccard": 0.2864583333333333,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1233,
          "spearman": 0.32961233049508354,
          "bottom_quintile_jaccard": 0.3034300791556728,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1233,
          "spearman": 0.31490947532501545,
          "bottom_quintile_jaccard": 0.3034300791556728,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1233,
          "spearman": 0.9172610473153948,
          "bottom_quintile_jaccard": 0.7898550724637681,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1233,
          "spearman": 0.8733364013694384,
          "bottom_quintile_jaccard": 0.697594501718213,
          "first_selected": 247,
          "second_selected": 247
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1233,
          "spearman": 0.9622600383024495,
          "bottom_quintile_jaccard": 0.8228782287822878,
          "first_selected": 247,
          "second_selected": 247
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8918112789026872
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8606966583566267
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.5630767769837203
        }
      ]
    },
    {
      "date": "20170630",
      "quote_records": 3022,
      "input_quote_records": 3022,
      "all_metrics_available": 1251,
      "common_five": 1239,
      "stale_statements": 1,
      "no_common_report": 103,
      "minority_equity_present": 2281,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 2978,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2661,
          "nonpositive": 220,
          "missing_or_invalid": 141
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2265,
          "nonpositive": 468,
          "missing_or_invalid": 289
        },
        {
          "metric": "pb_parent",
          "available": 3014,
          "nonpositive": 6,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1607,
          "nonpositive": 17,
          "missing_or_invalid": 1398
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1583,
          "nonpositive": 37,
          "missing_or_invalid": 1402
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 60,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 604,
          "common_five": 101
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 604,
          "common_five": 202
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 604,
          "common_five": 281
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 603,
          "common_five": 328
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 544,
          "common_five": 327
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1239,
          "spearman": 0.9164125189144146,
          "bottom_quintile_jaccard": 0.7464788732394366,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1239,
          "spearman": 0.4021960075561476,
          "bottom_quintile_jaccard": 0.2950391644908616,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1239,
          "spearman": 0.41028152040509464,
          "bottom_quintile_jaccard": 0.3191489361702128,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1239,
          "spearman": 0.40120713138469266,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1239,
          "spearman": 0.3097927097237052,
          "bottom_quintile_jaccard": 0.2750642673521851,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1239,
          "spearman": 0.320713760546813,
          "bottom_quintile_jaccard": 0.28165374677002586,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1239,
          "spearman": 0.30770038407200223,
          "bottom_quintile_jaccard": 0.2916666666666667,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1239,
          "spearman": 0.9147566191472081,
          "bottom_quintile_jaccard": 0.7777777777777778,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1239,
          "spearman": 0.871934472748696,
          "bottom_quintile_jaccard": 0.6986301369863014,
          "first_selected": 248,
          "second_selected": 248
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1239,
          "spearman": 0.9628013715320957,
          "bottom_quintile_jaccard": 0.8235294117647058,
          "first_selected": 248,
          "second_selected": 248
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8866032843560933
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8592833220014605
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.5615763546798029
        }
      ]
    },
    {
      "date": "20170731",
      "quote_records": 3050,
      "input_quote_records": 3050,
      "all_metrics_available": 1274,
      "common_five": 1266,
      "stale_statements": 2,
      "no_common_report": 103,
      "minority_equity_present": 2297,
      "preferred_equity_present": 19,
      "preferred_equity_unknown": 3008,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2690,
          "nonpositive": 221,
          "missing_or_invalid": 139
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2304,
          "nonpositive": 466,
          "missing_or_invalid": 280
        },
        {
          "metric": "pb_parent",
          "available": 3040,
          "nonpositive": 7,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1630,
          "nonpositive": 16,
          "missing_or_invalid": 1404
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1604,
          "nonpositive": 38,
          "missing_or_invalid": 1408
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 59,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 610,
          "common_five": 104
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 610,
          "common_five": 221
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 609,
          "common_five": 280
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 609,
          "common_five": 328
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 550,
          "common_five": 333
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1266,
          "spearman": 0.9099487652339289,
          "bottom_quintile_jaccard": 0.7046979865771812,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1266,
          "spearman": 0.3764118846735536,
          "bottom_quintile_jaccard": 0.27,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1266,
          "spearman": 0.37847077436309123,
          "bottom_quintile_jaccard": 0.3160621761658031,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1266,
          "spearman": 0.37197243760110404,
          "bottom_quintile_jaccard": 0.3160621761658031,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1266,
          "spearman": 0.28524718799948795,
          "bottom_quintile_jaccard": 0.24509803921568626,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1266,
          "spearman": 0.29019427401581016,
          "bottom_quintile_jaccard": 0.2926208651399491,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1266,
          "spearman": 0.2810357428866026,
          "bottom_quintile_jaccard": 0.28607594936708863,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1266,
          "spearman": 0.9074383485137899,
          "bottom_quintile_jaccard": 0.7162162162162162,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1266,
          "spearman": 0.8658712783247178,
          "bottom_quintile_jaccard": 0.6334405144694534,
          "first_selected": 254,
          "second_selected": 254
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1266,
          "spearman": 0.9634589675601934,
          "bottom_quintile_jaccard": 0.8405797101449275,
          "first_selected": 254,
          "second_selected": 254
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8813419467367589
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8586552499142229
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.5172070886859619
        }
      ]
    },
    {
      "date": "20170831",
      "quote_records": 3116,
      "input_quote_records": 3116,
      "all_metrics_available": 1374,
      "common_five": 1358,
      "stale_statements": 1,
      "no_common_report": 100,
      "minority_equity_present": 2352,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3072,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2743,
          "nonpositive": 241,
          "missing_or_invalid": 132
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2502,
          "nonpositive": 460,
          "missing_or_invalid": 154
        },
        {
          "metric": "pb_parent",
          "available": 3106,
          "nonpositive": 7,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1713,
          "nonpositive": 18,
          "missing_or_invalid": 1385
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1688,
          "nonpositive": 39,
          "missing_or_invalid": 1389
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 61,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 623,
          "common_five": 130
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 623,
          "common_five": 231
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 622,
          "common_five": 302
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 623,
          "common_five": 346
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 562,
          "common_five": 349
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1358,
          "spearman": 0.9063613609419392,
          "bottom_quintile_jaccard": 0.7215189873417721,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1358,
          "spearman": 0.3976589659825753,
          "bottom_quintile_jaccard": 0.27102803738317754,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1358,
          "spearman": 0.39991779212945056,
          "bottom_quintile_jaccard": 0.3014354066985646,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1358,
          "spearman": 0.3966539480997544,
          "bottom_quintile_jaccard": 0.3108433734939759,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1358,
          "spearman": 0.30367339941840016,
          "bottom_quintile_jaccard": 0.24770642201834864,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1358,
          "spearman": 0.3138706186231144,
          "bottom_quintile_jaccard": 0.2680652680652681,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1358,
          "spearman": 0.30903584747780194,
          "bottom_quintile_jaccard": 0.27102803738317754,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1358,
          "spearman": 0.9058478672166417,
          "bottom_quintile_jaccard": 0.7160883280757098,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1358,
          "spearman": 0.8669552635727859,
          "bottom_quintile_jaccard": 0.6336336336336337,
          "first_selected": 272,
          "second_selected": 272
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1358,
          "spearman": 0.9657839578637779,
          "bottom_quintile_jaccard": 0.825503355704698,
          "first_selected": 272,
          "second_selected": 272
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8692695903202607
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8504023178371511
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.6528631122612494
        }
      ]
    },
    {
      "date": "20170929",
      "quote_records": 3182,
      "input_quote_records": 3182,
      "all_metrics_available": 1392,
      "common_five": 1382,
      "stale_statements": 1,
      "no_common_report": 90,
      "minority_equity_present": 2386,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3141,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2776,
          "nonpositive": 245,
          "missing_or_invalid": 161
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2531,
          "nonpositive": 469,
          "missing_or_invalid": 182
        },
        {
          "metric": "pb_parent",
          "available": 3172,
          "nonpositive": 7,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1742,
          "nonpositive": 17,
          "missing_or_invalid": 1423
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1716,
          "nonpositive": 39,
          "missing_or_invalid": 1427
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 636,
          "common_five": 132
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 636,
          "common_five": 227
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 636,
          "common_five": 318
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 632,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 579,
          "common_five": 363
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1382,
          "spearman": 0.9107389991151325,
          "bottom_quintile_jaccard": 0.7046153846153846,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1382,
          "spearman": 0.40505263549354426,
          "bottom_quintile_jaccard": 0.2853828306264501,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1382,
          "spearman": 0.402579675305175,
          "bottom_quintile_jaccard": 0.3221957040572792,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1382,
          "spearman": 0.39583285038450156,
          "bottom_quintile_jaccard": 0.3159144893111639,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1382,
          "spearman": 0.3119377427109127,
          "bottom_quintile_jaccard": 0.2619589977220957,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1382,
          "spearman": 0.3175656842045874,
          "bottom_quintile_jaccard": 0.279445727482679,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1382,
          "spearman": 0.30917236500825274,
          "bottom_quintile_jaccard": 0.2824074074074074,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1382,
          "spearman": 0.9044912752447365,
          "bottom_quintile_jaccard": 0.7476340694006309,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1382,
          "spearman": 0.8662629043946802,
          "bottom_quintile_jaccard": 0.6586826347305389,
          "first_selected": 277,
          "second_selected": 277
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1382,
          "spearman": 0.9666891624781866,
          "bottom_quintile_jaccard": 0.7987012987012987,
          "first_selected": 277,
          "second_selected": 277
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8673325834270716
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8452206036690315
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6555980017631502
        }
      ]
    },
    {
      "date": "20171031",
      "quote_records": 3215,
      "input_quote_records": 3215,
      "all_metrics_available": 1426,
      "common_five": 1416,
      "stale_statements": 2,
      "no_common_report": 91,
      "minority_equity_present": 2428,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3174,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2831,
          "nonpositive": 247,
          "missing_or_invalid": 137
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2496,
          "nonpositive": 455,
          "missing_or_invalid": 264
        },
        {
          "metric": "pb_parent",
          "available": 3206,
          "nonpositive": 5,
          "missing_or_invalid": 4
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1777,
          "nonpositive": 15,
          "missing_or_invalid": 1423
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1753,
          "nonpositive": 37,
          "missing_or_invalid": 1425
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 643,
          "common_five": 126
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 643,
          "common_five": 243
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 642,
          "common_five": 314
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 638,
          "common_five": 361
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 585,
          "common_five": 372
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1416,
          "spearman": 0.8980065932043341,
          "bottom_quintile_jaccard": 0.7264437689969605,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1416,
          "spearman": 0.3805479941408852,
          "bottom_quintile_jaccard": 0.27640449438202247,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.3769772860471795,
          "bottom_quintile_jaccard": 0.3209302325581395,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.36499737879669597,
          "bottom_quintile_jaccard": 0.3209302325581395,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1416,
          "spearman": 0.27340361911836397,
          "bottom_quintile_jaccard": 0.23210412147505424,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.28044613273942937,
          "bottom_quintile_jaccard": 0.27069351230425054,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.2683047987489265,
          "bottom_quintile_jaccard": 0.273542600896861,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.8934777601592437,
          "bottom_quintile_jaccard": 0.7264437689969605,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.8580797074759641,
          "bottom_quintile_jaccard": 0.6182336182336182,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.9689314874640185,
          "bottom_quintile_jaccard": 0.8263665594855305,
          "first_selected": 284,
          "second_selected": 284
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8459876965140123
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8324786324786325
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6815584415584416
        }
      ]
    },
    {
      "date": "20171130",
      "quote_records": 3234,
      "input_quote_records": 3234,
      "all_metrics_available": 1420,
      "common_five": 1411,
      "stale_statements": 2,
      "no_common_report": 91,
      "minority_equity_present": 2434,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3188,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2848,
          "nonpositive": 255,
          "missing_or_invalid": 131
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2502,
          "nonpositive": 458,
          "missing_or_invalid": 274
        },
        {
          "metric": "pb_parent",
          "available": 3224,
          "nonpositive": 7,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1777,
          "nonpositive": 15,
          "missing_or_invalid": 1442
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1753,
          "nonpositive": 37,
          "missing_or_invalid": 1444
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 646,
          "common_five": 124
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 647,
          "common_five": 244
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 646,
          "common_five": 309
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 643,
          "common_five": 354
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 589,
          "common_five": 380
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1411,
          "spearman": 0.8938396960624476,
          "bottom_quintile_jaccard": 0.6895522388059702,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1411,
          "spearman": 0.3885647474300826,
          "bottom_quintile_jaccard": 0.27191011235955054,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1411,
          "spearman": 0.3876613049061192,
          "bottom_quintile_jaccard": 0.30414746543778803,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1411,
          "spearman": 0.3732911244974747,
          "bottom_quintile_jaccard": 0.3101851851851852,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1411,
          "spearman": 0.284666272797707,
          "bottom_quintile_jaccard": 0.22510822510822512,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1411,
          "spearman": 0.2933492698097042,
          "bottom_quintile_jaccard": 0.2549889135254989,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1411,
          "spearman": 0.2813917138765169,
          "bottom_quintile_jaccard": 0.26057906458797325,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1411,
          "spearman": 0.8925797462633008,
          "bottom_quintile_jaccard": 0.7151515151515152,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1411,
          "spearman": 0.8540704291190092,
          "bottom_quintile_jaccard": 0.6696165191740413,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1411,
          "spearman": 0.9651906557938683,
          "bottom_quintile_jaccard": 0.8496732026143791,
          "first_selected": 283,
          "second_selected": 283
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8509942446908424
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8352723161861303
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7227335164835165
        }
      ]
    },
    {
      "date": "20171229",
      "quote_records": 3251,
      "input_quote_records": 3251,
      "all_metrics_available": 1423,
      "common_five": 1413,
      "stale_statements": 2,
      "no_common_report": 95,
      "minority_equity_present": 2436,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3204,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2866,
          "nonpositive": 250,
          "missing_or_invalid": 135
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2518,
          "nonpositive": 451,
          "missing_or_invalid": 282
        },
        {
          "metric": "pb_parent",
          "available": 3239,
          "nonpositive": 9,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1769,
          "nonpositive": 16,
          "missing_or_invalid": 1466
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1745,
          "nonpositive": 40,
          "missing_or_invalid": 1466
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 58,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 650,
          "common_five": 124
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 650,
          "common_five": 245
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 649,
          "common_five": 316
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 646,
          "common_five": 349
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 593,
          "common_five": 379
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1413,
          "spearman": 0.8899830918560773,
          "bottom_quintile_jaccard": 0.6946107784431138,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1413,
          "spearman": 0.3955304955012578,
          "bottom_quintile_jaccard": 0.26057906458797325,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1413,
          "spearman": 0.3928471222495661,
          "bottom_quintile_jaccard": 0.2922374429223744,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1413,
          "spearman": 0.37632630965506725,
          "bottom_quintile_jaccard": 0.3071593533487298,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1413,
          "spearman": 0.2878963173159628,
          "bottom_quintile_jaccard": 0.2172043010752688,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1413,
          "spearman": 0.29511557181404724,
          "bottom_quintile_jaccard": 0.24944812362030905,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1413,
          "spearman": 0.2821829420265705,
          "bottom_quintile_jaccard": 0.2577777777777778,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1413,
          "spearman": 0.9004084042195353,
          "bottom_quintile_jaccard": 0.7151515151515152,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1413,
          "spearman": 0.862656092510068,
          "bottom_quintile_jaccard": 0.6453488372093024,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1413,
          "spearman": 0.9660934043202283,
          "bottom_quintile_jaccard": 0.8436482084690554,
          "first_selected": 283,
          "second_selected": 283
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8466881261308972
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8578896593602476
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7386244817751668
        }
      ]
    },
    {
      "date": "20180131",
      "quote_records": 3263,
      "input_quote_records": 3263,
      "all_metrics_available": 1422,
      "common_five": 1412,
      "stale_statements": 60,
      "no_common_report": 102,
      "minority_equity_present": 2440,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 3217,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2868,
          "nonpositive": 251,
          "missing_or_invalid": 144
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2523,
          "nonpositive": 457,
          "missing_or_invalid": 283
        },
        {
          "metric": "pb_parent",
          "available": 3191,
          "nonpositive": 10,
          "missing_or_invalid": 62
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1735,
          "nonpositive": 15,
          "missing_or_invalid": 1513
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1712,
          "nonpositive": 38,
          "missing_or_invalid": 1513
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 61,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 652,
          "common_five": 128
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 653,
          "common_five": 237
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 651,
          "common_five": 322
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 651,
          "common_five": 346
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 592,
          "common_five": 379
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1412,
          "spearman": 0.8881354337330502,
          "bottom_quintile_jaccard": 0.7048192771084337,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1412,
          "spearman": 0.3722099731478982,
          "bottom_quintile_jaccard": 0.24669603524229075,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.37237831283011313,
          "bottom_quintile_jaccard": 0.2747747747747748,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.359922583013257,
          "bottom_quintile_jaccard": 0.28054298642533937,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1412,
          "spearman": 0.2643989566920997,
          "bottom_quintile_jaccard": 0.20425531914893616,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.27204512136057263,
          "bottom_quintile_jaccard": 0.23043478260869565,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.2641979652838195,
          "bottom_quintile_jaccard": 0.23311546840958605,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.8917491059698448,
          "bottom_quintile_jaccard": 0.6946107784431138,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.8566674520912912,
          "bottom_quintile_jaccard": 0.6264367816091954,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.9677305378369084,
          "bottom_quintile_jaccard": 0.802547770700637,
          "first_selected": 283,
          "second_selected": 283
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.838062746899737
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.853350516825209
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7315464336516968
        }
      ]
    },
    {
      "date": "20180228",
      "quote_records": 3227,
      "input_quote_records": 3227,
      "all_metrics_available": 1399,
      "common_five": 1388,
      "stale_statements": 60,
      "no_common_report": 105,
      "minority_equity_present": 2404,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 3179,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2845,
          "nonpositive": 240,
          "missing_or_invalid": 142
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2496,
          "nonpositive": 445,
          "missing_or_invalid": 286
        },
        {
          "metric": "pb_parent",
          "available": 3156,
          "nonpositive": 8,
          "missing_or_invalid": 63
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1699,
          "nonpositive": 13,
          "missing_or_invalid": 1515
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1677,
          "nonpositive": 35,
          "missing_or_invalid": 1515
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 60,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 645,
          "common_five": 120
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 645,
          "common_five": 228
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 645,
          "common_five": 324
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 641,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 586,
          "common_five": 376
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1388,
          "spearman": 0.8865689587056617,
          "bottom_quintile_jaccard": 0.7160493827160493,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1388,
          "spearman": 0.3856489547205928,
          "bottom_quintile_jaccard": 0.24943820224719102,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1388,
          "spearman": 0.38445727097601357,
          "bottom_quintile_jaccard": 0.28110599078341014,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1388,
          "spearman": 0.37159312144423506,
          "bottom_quintile_jaccard": 0.2930232558139535,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1388,
          "spearman": 0.27637070135449104,
          "bottom_quintile_jaccard": 0.20869565217391303,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1388,
          "spearman": 0.28263794248909235,
          "bottom_quintile_jaccard": 0.24384787472035793,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1388,
          "spearman": 0.2746412743085151,
          "bottom_quintile_jaccard": 0.24663677130044842,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1388,
          "spearman": 0.9008726370344928,
          "bottom_quintile_jaccard": 0.7003058103975535,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1388,
          "spearman": 0.8659826827126963,
          "bottom_quintile_jaccard": 0.6547619047619048,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1388,
          "spearman": 0.9693381443249143,
          "bottom_quintile_jaccard": 0.8533333333333334,
          "first_selected": 278,
          "second_selected": 278
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8436502215778532
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8521064533292794
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7238320278237488
        }
      ]
    },
    {
      "date": "20180330",
      "quote_records": 3249,
      "input_quote_records": 3249,
      "all_metrics_available": 1436,
      "common_five": 1421,
      "stale_statements": 60,
      "no_common_report": 117,
      "minority_equity_present": 2419,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 3197,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2907,
          "nonpositive": 203,
          "missing_or_invalid": 139
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2572,
          "nonpositive": 435,
          "missing_or_invalid": 242
        },
        {
          "metric": "pb_parent",
          "available": 3179,
          "nonpositive": 7,
          "missing_or_invalid": 63
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1715,
          "nonpositive": 13,
          "missing_or_invalid": 1521
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1696,
          "nonpositive": 32,
          "missing_or_invalid": 1521
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 60,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 649,
          "common_five": 122
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 650,
          "common_five": 245
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 649,
          "common_five": 316
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 645,
          "common_five": 347
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 590,
          "common_five": 391
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1421,
          "spearman": 0.9057128368216258,
          "bottom_quintile_jaccard": 0.7431192660550459,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1421,
          "spearman": 0.4341121607199518,
          "bottom_quintile_jaccard": 0.28378378378378377,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1421,
          "spearman": 0.43457826511474384,
          "bottom_quintile_jaccard": 0.3073394495412844,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1421,
          "spearman": 0.42530231883977543,
          "bottom_quintile_jaccard": 0.30434782608695654,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1421,
          "spearman": 0.33081442100005914,
          "bottom_quintile_jaccard": 0.23110151187904968,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1421,
          "spearman": 0.3379862374303735,
          "bottom_quintile_jaccard": 0.2582781456953642,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1421,
          "spearman": 0.33171673580740907,
          "bottom_quintile_jaccard": 0.2555066079295154,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1421,
          "spearman": 0.9114014843177699,
          "bottom_quintile_jaccard": 0.7431192660550459,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1421,
          "spearman": 0.8729535113718069,
          "bottom_quintile_jaccard": 0.6964285714285714,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1421,
          "spearman": 0.9663246046634291,
          "bottom_quintile_jaccard": 0.8506493506493507,
          "first_selected": 285,
          "second_selected": 285
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8627766599597585
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8573374191351719
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7552887364208118
        }
      ]
    },
    {
      "date": "20180427",
      "quote_records": 3272,
      "input_quote_records": 3272,
      "all_metrics_available": 1472,
      "common_five": 1449,
      "stale_statements": 52,
      "no_common_report": 136,
      "minority_equity_present": 2465,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 3222,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2934,
          "nonpositive": 199,
          "missing_or_invalid": 139
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2707,
          "nonpositive": 443,
          "missing_or_invalid": 122
        },
        {
          "metric": "pb_parent",
          "available": 3213,
          "nonpositive": 6,
          "missing_or_invalid": 53
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1767,
          "nonpositive": 14,
          "missing_or_invalid": 1491
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1747,
          "nonpositive": 33,
          "missing_or_invalid": 1492
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 60,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 654,
          "common_five": 131
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 654,
          "common_five": 253
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 654,
          "common_five": 322
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 649,
          "common_five": 356
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 595,
          "common_five": 387
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1449,
          "spearman": 0.9113996906665052,
          "bottom_quintile_jaccard": 0.7058823529411765,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1449,
          "spearman": 0.4480319695086,
          "bottom_quintile_jaccard": 0.2975391498881432,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1449,
          "spearman": 0.45665359399355887,
          "bottom_quintile_jaccard": 0.309255079006772,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1449,
          "spearman": 0.449978872935235,
          "bottom_quintile_jaccard": 0.3211845102505695,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1449,
          "spearman": 0.3544159478161787,
          "bottom_quintile_jaccard": 0.2636165577342048,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1449,
          "spearman": 0.37599985598361013,
          "bottom_quintile_jaccard": 0.2831858407079646,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1449,
          "spearman": 0.37278395800675823,
          "bottom_quintile_jaccard": 0.28888888888888886,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1449,
          "spearman": 0.9157449016528533,
          "bottom_quintile_jaccard": 0.7417417417417418,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1449,
          "spearman": 0.8738682471587179,
          "bottom_quintile_jaccard": 0.6811594202898551,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1449,
          "spearman": 0.9648678304195729,
          "bottom_quintile_jaccard": 0.853035143769968,
          "first_selected": 290,
          "second_selected": 290
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8878366971191284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8725162543636158
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 24,
          "median_within_stratum_spearman": 0.5385001961403408
        }
      ]
    },
    {
      "date": "20180531",
      "quote_records": 3302,
      "input_quote_records": 3302,
      "all_metrics_available": 1422,
      "common_five": 1412,
      "stale_statements": 8,
      "no_common_report": 101,
      "minority_equity_present": 2486,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3251,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2905,
          "nonpositive": 230,
          "missing_or_invalid": 167
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2643,
          "nonpositive": 496,
          "missing_or_invalid": 163
        },
        {
          "metric": "pb_parent",
          "available": 3281,
          "nonpositive": 12,
          "missing_or_invalid": 9
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1804,
          "nonpositive": 15,
          "missing_or_invalid": 1483
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1778,
          "nonpositive": 38,
          "missing_or_invalid": 1486
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 59,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 660,
          "common_five": 140
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 660,
          "common_five": 246
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 660,
          "common_five": 303
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 654,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 602,
          "common_five": 368
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1412,
          "spearman": 0.9038310204121561,
          "bottom_quintile_jaccard": 0.7099697885196374,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1412,
          "spearman": 0.47193609400764414,
          "bottom_quintile_jaccard": 0.2834467120181406,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.46807915788640897,
          "bottom_quintile_jaccard": 0.2981651376146789,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.46085743581839145,
          "bottom_quintile_jaccard": 0.30414746543778803,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1412,
          "spearman": 0.3750596930351982,
          "bottom_quintile_jaccard": 0.2662192393736018,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.38921520947664767,
          "bottom_quintile_jaccard": 0.2834467120181406,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.3842773946569691,
          "bottom_quintile_jaccard": 0.27765237020316025,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1412,
          "spearman": 0.9109957809899114,
          "bottom_quintile_jaccard": 0.7415384615384616,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.8710393139250009,
          "bottom_quintile_jaccard": 0.6795252225519288,
          "first_selected": 283,
          "second_selected": 283
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1412,
          "spearman": 0.9656065814200147,
          "bottom_quintile_jaccard": 0.8436482084690554,
          "first_selected": 283,
          "second_selected": 283
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8907754759238522
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8574898785425102
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6096179183135704
        }
      ]
    },
    {
      "date": "20180629",
      "quote_records": 3325,
      "input_quote_records": 3325,
      "all_metrics_available": 1428,
      "common_five": 1419,
      "stale_statements": 8,
      "no_common_report": 103,
      "minority_equity_present": 2508,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3275,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2923,
          "nonpositive": 238,
          "missing_or_invalid": 164
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2654,
          "nonpositive": 506,
          "missing_or_invalid": 165
        },
        {
          "metric": "pb_parent",
          "available": 3303,
          "nonpositive": 13,
          "missing_or_invalid": 9
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1819,
          "nonpositive": 16,
          "missing_or_invalid": 1490
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1790,
          "nonpositive": 42,
          "missing_or_invalid": 1493
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 61,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 665,
          "common_five": 149
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 665,
          "common_five": 246
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 664,
          "common_five": 299
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 659,
          "common_five": 350
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 604,
          "common_five": 375
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1419,
          "spearman": 0.9081480666958531,
          "bottom_quintile_jaccard": 0.7264437689969605,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1419,
          "spearman": 0.4741004225476017,
          "bottom_quintile_jaccard": 0.27927927927927926,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1419,
          "spearman": 0.47845902766234155,
          "bottom_quintile_jaccard": 0.2938496583143508,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1419,
          "spearman": 0.47075280228119476,
          "bottom_quintile_jaccard": 0.30275229357798167,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1419,
          "spearman": 0.37872716718224886,
          "bottom_quintile_jaccard": 0.2650334075723831,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1419,
          "spearman": 0.39441957606585826,
          "bottom_quintile_jaccard": 0.27069351230425054,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1419,
          "spearman": 0.38981712318139905,
          "bottom_quintile_jaccard": 0.27640449438202247,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1419,
          "spearman": 0.9190554760059891,
          "bottom_quintile_jaccard": 0.7530864197530864,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1419,
          "spearman": 0.8805912989856706,
          "bottom_quintile_jaccard": 0.6955223880597015,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1419,
          "spearman": 0.9675019897179616,
          "bottom_quintile_jaccard": 0.8622950819672132,
          "first_selected": 284,
          "second_selected": 284
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8952933088054147
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8900457480289412
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.6013239960112937
        }
      ]
    },
    {
      "date": "20180731",
      "quote_records": 3396,
      "input_quote_records": 3396,
      "all_metrics_available": 1463,
      "common_five": 1452,
      "stale_statements": 8,
      "no_common_report": 107,
      "minority_equity_present": 2566,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3345,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2980,
          "nonpositive": 247,
          "missing_or_invalid": 169
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2714,
          "nonpositive": 516,
          "missing_or_invalid": 166
        },
        {
          "metric": "pb_parent",
          "available": 3375,
          "nonpositive": 11,
          "missing_or_invalid": 10
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1864,
          "nonpositive": 17,
          "missing_or_invalid": 1515
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1836,
          "nonpositive": 42,
          "missing_or_invalid": 1518
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 62,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 679,
          "common_five": 149
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 679,
          "common_five": 258
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 678,
          "common_five": 308
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 673,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 618,
          "common_five": 382
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1452,
          "spearman": 0.9087798522694582,
          "bottom_quintile_jaccard": 0.7218934911242604,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1452,
          "spearman": 0.47084292510725867,
          "bottom_quintile_jaccard": 0.30493273542600896,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.4720778535358993,
          "bottom_quintile_jaccard": 0.30786516853932583,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.4634270002807182,
          "bottom_quintile_jaccard": 0.3197278911564626,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1452,
          "spearman": 0.375391913897301,
          "bottom_quintile_jaccard": 0.27631578947368424,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.3881845181877066,
          "bottom_quintile_jaccard": 0.28193832599118945,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.3824899339109492,
          "bottom_quintile_jaccard": 0.28761061946902655,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.912076318871671,
          "bottom_quintile_jaccard": 0.7373134328358208,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.8735665601564614,
          "bottom_quintile_jaccard": 0.6918604651162791,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.9663595760426371,
          "bottom_quintile_jaccard": 0.8774193548387097,
          "first_selected": 291,
          "second_selected": 291
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8809787380234377
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8682932469935245
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6360616128057989
        }
      ]
    },
    {
      "date": "20180831",
      "quote_records": 3440,
      "input_quote_records": 3440,
      "all_metrics_available": 1543,
      "common_five": 1530,
      "stale_statements": 8,
      "no_common_report": 121,
      "minority_equity_present": 2604,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3387,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2994,
          "nonpositive": 277,
          "missing_or_invalid": 169
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2868,
          "nonpositive": 545,
          "missing_or_invalid": 27
        },
        {
          "metric": "pb_parent",
          "available": 3418,
          "nonpositive": 12,
          "missing_or_invalid": 10
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1936,
          "nonpositive": 19,
          "missing_or_invalid": 1485
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1906,
          "nonpositive": 45,
          "missing_or_invalid": 1489
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 62,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 688,
          "common_five": 152
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 688,
          "common_five": 272
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 687,
          "common_five": 329
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 683,
          "common_five": 385
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 625,
          "common_five": 392
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1530,
          "spearman": 0.9179970415388126,
          "bottom_quintile_jaccard": 0.7435897435897436,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1530,
          "spearman": 0.47321966353519784,
          "bottom_quintile_jaccard": 0.29936305732484075,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1530,
          "spearman": 0.4783455608350125,
          "bottom_quintile_jaccard": 0.31049250535331907,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1530,
          "spearman": 0.45576334336871593,
          "bottom_quintile_jaccard": 0.3161290322580645,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1530,
          "spearman": 0.38737007832037124,
          "bottom_quintile_jaccard": 0.27234927234927236,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1530,
          "spearman": 0.40276358113893984,
          "bottom_quintile_jaccard": 0.28842105263157897,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1530,
          "spearman": 0.3860992007287215,
          "bottom_quintile_jaccard": 0.2938689217758985,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1530,
          "spearman": 0.9086703515567751,
          "bottom_quintile_jaccard": 0.7288135593220338,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1530,
          "spearman": 0.8680380852642562,
          "bottom_quintile_jaccard": 0.6630434782608695,
          "first_selected": 306,
          "second_selected": 306
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1530,
          "spearman": 0.9665453113568684,
          "bottom_quintile_jaccard": 0.8545454545454545,
          "first_selected": 306,
          "second_selected": 306
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8883061658398299
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.835483870967742
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7506935304242178
        }
      ]
    },
    {
      "date": "20180928",
      "quote_records": 3470,
      "input_quote_records": 3470,
      "all_metrics_available": 1551,
      "common_five": 1539,
      "stale_statements": 8,
      "no_common_report": 121,
      "minority_equity_present": 2621,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 3417,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3000,
          "nonpositive": 299,
          "missing_or_invalid": 171
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2888,
          "nonpositive": 552,
          "missing_or_invalid": 30
        },
        {
          "metric": "pb_parent",
          "available": 3446,
          "nonpositive": 15,
          "missing_or_invalid": 9
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1952,
          "nonpositive": 20,
          "missing_or_invalid": 1498
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1923,
          "nonpositive": 45,
          "missing_or_invalid": 1502
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 64,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 694,
          "common_five": 150
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 694,
          "common_five": 261
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 693,
          "common_five": 346
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 689,
          "common_five": 385
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 630,
          "common_five": 397
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1539,
          "spearman": 0.9146452810163178,
          "bottom_quintile_jaccard": 0.7111111111111111,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1539,
          "spearman": 0.4690265968296281,
          "bottom_quintile_jaccard": 0.2806652806652807,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1539,
          "spearman": 0.4696572865312347,
          "bottom_quintile_jaccard": 0.3050847457627119,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1539,
          "spearman": 0.4473384658388074,
          "bottom_quintile_jaccard": 0.29411764705882354,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1539,
          "spearman": 0.3800472424379163,
          "bottom_quintile_jaccard": 0.2545824847250509,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1539,
          "spearman": 0.39175404555403764,
          "bottom_quintile_jaccard": 0.2806652806652807,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1539,
          "spearman": 0.3747513188251515,
          "bottom_quintile_jaccard": 0.2727272727272727,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1539,
          "spearman": 0.9040478834053778,
          "bottom_quintile_jaccard": 0.6830601092896175,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1539,
          "spearman": 0.8624057053590184,
          "bottom_quintile_jaccard": 0.6339522546419099,
          "first_selected": 308,
          "second_selected": 308
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1539,
          "spearman": 0.9657579770013197,
          "bottom_quintile_jaccard": 0.8554216867469879,
          "first_selected": 308,
          "second_selected": 308
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8911807211316429
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8326167481917246
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7539587684683995
        }
      ]
    },
    {
      "date": "20181031",
      "quote_records": 3481,
      "input_quote_records": 3481,
      "all_metrics_available": 1565,
      "common_five": 1552,
      "stale_statements": 10,
      "no_common_report": 122,
      "minority_equity_present": 2644,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3431,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2992,
          "nonpositive": 319,
          "missing_or_invalid": 170
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2850,
          "nonpositive": 577,
          "missing_or_invalid": 54
        },
        {
          "metric": "pb_parent",
          "available": 3454,
          "nonpositive": 15,
          "missing_or_invalid": 12
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 1990,
          "nonpositive": 24,
          "missing_or_invalid": 1467
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1959,
          "nonpositive": 51,
          "missing_or_invalid": 1471
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 69,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 696,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 696,
          "common_five": 267
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 695,
          "common_five": 332
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 693,
          "common_five": 392
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 627,
          "common_five": 399
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1552,
          "spearman": 0.908220627302404,
          "bottom_quintile_jaccard": 0.7277777777777777,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1552,
          "spearman": 0.4462230875337006,
          "bottom_quintile_jaccard": 0.28512396694214875,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1552,
          "spearman": 0.44742979097985003,
          "bottom_quintile_jaccard": 0.2985386221294363,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1552,
          "spearman": 0.4234002399562123,
          "bottom_quintile_jaccard": 0.301255230125523,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1552,
          "spearman": 0.34736745179880285,
          "bottom_quintile_jaccard": 0.2616632860040568,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1552,
          "spearman": 0.3595523674279243,
          "bottom_quintile_jaccard": 0.27983539094650206,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1552,
          "spearman": 0.3422378474769749,
          "bottom_quintile_jaccard": 0.28512396694214875,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1552,
          "spearman": 0.9039093891444792,
          "bottom_quintile_jaccard": 0.6810810810810811,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1552,
          "spearman": 0.8610149415094193,
          "bottom_quintile_jaccard": 0.6113989637305699,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1552,
          "spearman": 0.9649789152552357,
          "bottom_quintile_jaccard": 0.8348082595870207,
          "first_selected": 311,
          "second_selected": 311
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8869025711130973
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8493709189361363
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.8011341622345111
        }
      ]
    },
    {
      "date": "20181130",
      "quote_records": 3538,
      "input_quote_records": 3538,
      "all_metrics_available": 1584,
      "common_five": 1572,
      "stale_statements": 10,
      "no_common_report": 119,
      "minority_equity_present": 2688,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3486,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3017,
          "nonpositive": 348,
          "missing_or_invalid": 173
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2871,
          "nonpositive": 607,
          "missing_or_invalid": 60
        },
        {
          "metric": "pb_parent",
          "available": 3510,
          "nonpositive": 15,
          "missing_or_invalid": 13
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2035,
          "nonpositive": 26,
          "missing_or_invalid": 1477
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2005,
          "nonpositive": 52,
          "missing_or_invalid": 1481
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 69,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 707,
          "common_five": 164
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 708,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 706,
          "common_five": 333
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 702,
          "common_five": 396
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 639,
          "common_five": 404
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1572,
          "spearman": 0.9128883793479974,
          "bottom_quintile_jaccard": 0.68,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1572,
          "spearman": 0.45810604401240623,
          "bottom_quintile_jaccard": 0.2936344969199179,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1572,
          "spearman": 0.46066064149561403,
          "bottom_quintile_jaccard": 0.3179916317991632,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1572,
          "spearman": 0.43365138134346437,
          "bottom_quintile_jaccard": 0.2936344969199179,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1572,
          "spearman": 0.35594362897042175,
          "bottom_quintile_jaccard": 0.26506024096385544,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1572,
          "spearman": 0.3728802741654415,
          "bottom_quintile_jaccard": 0.2936344969199179,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1572,
          "spearman": 0.35335337467670963,
          "bottom_quintile_jaccard": 0.2804878048780488,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1572,
          "spearman": 0.9045894428178538,
          "bottom_quintile_jaccard": 0.6844919786096256,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1572,
          "spearman": 0.8606694699773277,
          "bottom_quintile_jaccard": 0.6321243523316062,
          "first_selected": 315,
          "second_selected": 315
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1572,
          "spearman": 0.9636240111195007,
          "bottom_quintile_jaccard": 0.8367346938775511,
          "first_selected": 315,
          "second_selected": 315
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.883794466403162
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8382081686429511
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.8241106719367588
        }
      ]
    },
    {
      "date": "20181228",
      "quote_records": 3551,
      "input_quote_records": 3551,
      "all_metrics_available": 1592,
      "common_five": 1582,
      "stale_statements": 10,
      "no_common_report": 108,
      "minority_equity_present": 2696,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3501,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3031,
          "nonpositive": 353,
          "missing_or_invalid": 167
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2877,
          "nonpositive": 614,
          "missing_or_invalid": 60
        },
        {
          "metric": "pb_parent",
          "available": 3523,
          "nonpositive": 16,
          "missing_or_invalid": 12
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2044,
          "nonpositive": 26,
          "missing_or_invalid": 1481
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2013,
          "nonpositive": 53,
          "missing_or_invalid": 1485
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 66,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 710,
          "common_five": 168
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 710,
          "common_five": 271
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 709,
          "common_five": 339
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 704,
          "common_five": 398
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 645,
          "common_five": 406
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1582,
          "spearman": 0.9128195605950088,
          "bottom_quintile_jaccard": 0.6997319034852547,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1582,
          "spearman": 0.4704126356148044,
          "bottom_quintile_jaccard": 0.28600405679513186,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.4713424254176067,
          "bottom_quintile_jaccard": 0.2965235173824131,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.4431941110675664,
          "bottom_quintile_jaccard": 0.29124236252545826,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1582,
          "spearman": 0.36713987110140756,
          "bottom_quintile_jaccard": 0.26294820717131473,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.3801840603561262,
          "bottom_quintile_jaccard": 0.27565392354124746,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.35968871710195766,
          "bottom_quintile_jaccard": 0.27309236947791166,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.9063732519425403,
          "bottom_quintile_jaccard": 0.6861702127659575,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.8635736795384975,
          "bottom_quintile_jaccard": 0.6132315521628499,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.9652172138029642,
          "bottom_quintile_jaccard": 0.8376811594202899,
          "first_selected": 317,
          "second_selected": 317
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8803148159833967
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8388100228664337
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.8381751576190609
        }
      ]
    },
    {
      "date": "20190131",
      "quote_records": 3569,
      "input_quote_records": 3569,
      "all_metrics_available": 1595,
      "common_five": 1586,
      "stale_statements": 12,
      "no_common_report": 115,
      "minority_equity_present": 2709,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3518,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3042,
          "nonpositive": 354,
          "missing_or_invalid": 173
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2888,
          "nonpositive": 616,
          "missing_or_invalid": 65
        },
        {
          "metric": "pb_parent",
          "available": 3539,
          "nonpositive": 16,
          "missing_or_invalid": 14
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2049,
          "nonpositive": 26,
          "missing_or_invalid": 1494
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2018,
          "nonpositive": 53,
          "missing_or_invalid": 1498
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 71,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 713,
          "common_five": 160
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 714,
          "common_five": 281
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 713,
          "common_five": 343
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 708,
          "common_five": 395
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 643,
          "common_five": 407
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1586,
          "spearman": 0.9106861619449115,
          "bottom_quintile_jaccard": 0.7005347593582888,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1586,
          "spearman": 0.47387097864044914,
          "bottom_quintile_jaccard": 0.2745490981963928,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1586,
          "spearman": 0.4692800455640773,
          "bottom_quintile_jaccard": 0.2926829268292683,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1586,
          "spearman": 0.44133930059401294,
          "bottom_quintile_jaccard": 0.2926829268292683,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1586,
          "spearman": 0.3693117139549661,
          "bottom_quintile_jaccard": 0.2619047619047619,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1586,
          "spearman": 0.37785262922602714,
          "bottom_quintile_jaccard": 0.2745490981963928,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1586,
          "spearman": 0.3569582892261308,
          "bottom_quintile_jaccard": 0.2796780684104628,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1586,
          "spearman": 0.9061921001787895,
          "bottom_quintile_jaccard": 0.6476683937823834,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1586,
          "spearman": 0.8626923127873269,
          "bottom_quintile_jaccard": 0.5979899497487438,
          "first_selected": 318,
          "second_selected": 318
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1586,
          "spearman": 0.9644840298628699,
          "bottom_quintile_jaccard": 0.8488372093023255,
          "first_selected": 318,
          "second_selected": 318
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8891330154586775
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8399484878813541
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.8277323799795712
        }
      ]
    },
    {
      "date": "20190228",
      "quote_records": 3571,
      "input_quote_records": 3571,
      "all_metrics_available": 1600,
      "common_five": 1591,
      "stale_statements": 12,
      "no_common_report": 117,
      "minority_equity_present": 2709,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3520,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3050,
          "nonpositive": 349,
          "missing_or_invalid": 172
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2893,
          "nonpositive": 612,
          "missing_or_invalid": 66
        },
        {
          "metric": "pb_parent",
          "available": 3541,
          "nonpositive": 16,
          "missing_or_invalid": 14
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2051,
          "nonpositive": 26,
          "missing_or_invalid": 1494
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2020,
          "nonpositive": 53,
          "missing_or_invalid": 1498
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 72,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 714,
          "common_five": 168
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 714,
          "common_five": 279
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 713,
          "common_five": 349
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 709,
          "common_five": 388
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 643,
          "common_five": 407
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1591,
          "spearman": 0.9118917642299524,
          "bottom_quintile_jaccard": 0.7013333333333334,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1591,
          "spearman": 0.48125206377888174,
          "bottom_quintile_jaccard": 0.2785571142284569,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1591,
          "spearman": 0.4804583790250578,
          "bottom_quintile_jaccard": 0.291497975708502,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1591,
          "spearman": 0.4534237805690332,
          "bottom_quintile_jaccard": 0.2862903225806452,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1591,
          "spearman": 0.3803610205307711,
          "bottom_quintile_jaccard": 0.26587301587301587,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1591,
          "spearman": 0.3930083803041636,
          "bottom_quintile_jaccard": 0.276,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1591,
          "spearman": 0.3726879052304797,
          "bottom_quintile_jaccard": 0.27345309381237526,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1591,
          "spearman": 0.9084322444564418,
          "bottom_quintile_jaccard": 0.6923076923076923,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1591,
          "spearman": 0.8661556985414419,
          "bottom_quintile_jaccard": 0.6401028277634961,
          "first_selected": 319,
          "second_selected": 319
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1591,
          "spearman": 0.9656015093874813,
          "bottom_quintile_jaccard": 0.8600583090379009,
          "first_selected": 319,
          "second_selected": 319
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8909362969814861
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8512423678453651
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.8187012987012988
        }
      ]
    },
    {
      "date": "20190329",
      "quote_records": 3567,
      "input_quote_records": 3567,
      "all_metrics_available": 1595,
      "common_five": 1582,
      "stale_statements": 14,
      "no_common_report": 127,
      "minority_equity_present": 2705,
      "preferred_equity_present": 28,
      "preferred_equity_unknown": 3517,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3076,
          "nonpositive": 322,
          "missing_or_invalid": 169
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2917,
          "nonpositive": 592,
          "missing_or_invalid": 58
        },
        {
          "metric": "pb_parent",
          "available": 3537,
          "nonpositive": 14,
          "missing_or_invalid": 16
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2037,
          "nonpositive": 25,
          "missing_or_invalid": 1505
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2008,
          "nonpositive": 50,
          "missing_or_invalid": 1509
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 5,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 74,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 713,
          "common_five": 182
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 713,
          "common_five": 270
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 713,
          "common_five": 347
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 708,
          "common_five": 377
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 640,
          "common_five": 406
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1582,
          "spearman": 0.913803059786375,
          "bottom_quintile_jaccard": 0.736986301369863,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1582,
          "spearman": 0.49328650070240304,
          "bottom_quintile_jaccard": 0.3045267489711934,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.48915066562468656,
          "bottom_quintile_jaccard": 0.31262939958592134,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.46636256098281903,
          "bottom_quintile_jaccard": 0.2938775510204082,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1582,
          "spearman": 0.3964915442870673,
          "bottom_quintile_jaccard": 0.2808080808080808,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.402809139530951,
          "bottom_quintile_jaccard": 0.2965235173824131,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.3838970215142001,
          "bottom_quintile_jaccard": 0.2808080808080808,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1582,
          "spearman": 0.9127027159277827,
          "bottom_quintile_jaccard": 0.6951871657754011,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.8707653184769586,
          "bottom_quintile_jaccard": 0.6298200514138818,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1582,
          "spearman": 0.9658463237732934,
          "bottom_quintile_jaccard": 0.8647058823529412,
          "first_selected": 317,
          "second_selected": 317
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8968344183249757
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8571428571428571
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.8345096341104621
        }
      ]
    },
    {
      "date": "20190430",
      "quote_records": 3554,
      "input_quote_records": 3554,
      "all_metrics_available": 1490,
      "common_five": 1466,
      "stale_statements": 13,
      "no_common_report": 164,
      "minority_equity_present": 2715,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 3505,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3000,
          "nonpositive": 387,
          "missing_or_invalid": 167
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2774,
          "nonpositive": 722,
          "missing_or_invalid": 58
        },
        {
          "metric": "pb_parent",
          "available": 3527,
          "nonpositive": 11,
          "missing_or_invalid": 16
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2040,
          "nonpositive": 21,
          "missing_or_invalid": 1493
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2003,
          "nonpositive": 56,
          "missing_or_invalid": 1495
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 72,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 710,
          "common_five": 174
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 711,
          "common_five": 238
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 711,
          "common_five": 319
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 704,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 639,
          "common_five": 395
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1466,
          "spearman": 0.9179653534213174,
          "bottom_quintile_jaccard": 0.6994219653179191,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1466,
          "spearman": 0.48124434847203995,
          "bottom_quintile_jaccard": 0.30957683741648107,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1466,
          "spearman": 0.48880637634685914,
          "bottom_quintile_jaccard": 0.33031674208144796,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1466,
          "spearman": 0.4641118228965133,
          "bottom_quintile_jaccard": 0.327313769751693,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1466,
          "spearman": 0.3839627995497874,
          "bottom_quintile_jaccard": 0.2838427947598253,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1466,
          "spearman": 0.3994605901811803,
          "bottom_quintile_jaccard": 0.2894736842105263,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1466,
          "spearman": 0.38007161254859173,
          "bottom_quintile_jaccard": 0.28665207877461707,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1466,
          "spearman": 0.9303534768103648,
          "bottom_quintile_jaccard": 0.7294117647058823,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1466,
          "spearman": 0.8836457118247125,
          "bottom_quintile_jaccard": 0.6704545454545454,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1466,
          "spearman": 0.9645048946715953,
          "bottom_quintile_jaccard": 0.8375,
          "first_selected": 294,
          "second_selected": 294
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8920972358974634
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8835686943572303
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 24,
          "median_within_stratum_spearman": 0.5486022971715545
        }
      ]
    },
    {
      "date": "20190531",
      "quote_records": 3601,
      "input_quote_records": 3601,
      "all_metrics_available": 1454,
      "common_five": 1444,
      "stale_statements": 13,
      "no_common_report": 129,
      "minority_equity_present": 2736,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 3548,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2971,
          "nonpositive": 451,
          "missing_or_invalid": 179
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2740,
          "nonpositive": 798,
          "missing_or_invalid": 63
        },
        {
          "metric": "pb_parent",
          "available": 3558,
          "nonpositive": 27,
          "missing_or_invalid": 16
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2039,
          "nonpositive": 36,
          "missing_or_invalid": 1526
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 1999,
          "nonpositive": 73,
          "missing_or_invalid": 1529
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 73,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 720,
          "common_five": 163
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 720,
          "common_five": 240
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 720,
          "common_five": 317
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 713,
          "common_five": 335
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 648,
          "common_five": 389
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1444,
          "spearman": 0.9211402819374243,
          "bottom_quintile_jaccard": 0.7253731343283583,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1444,
          "spearman": 0.5120585159745601,
          "bottom_quintile_jaccard": 0.3076923076923077,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1444,
          "spearman": 0.5203762739298038,
          "bottom_quintile_jaccard": 0.3317972350230415,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1444,
          "spearman": 0.49892365624929175,
          "bottom_quintile_jaccard": 0.3256880733944954,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1444,
          "spearman": 0.42610431713832575,
          "bottom_quintile_jaccard": 0.29017857142857145,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1444,
          "spearman": 0.4394306668866727,
          "bottom_quintile_jaccard": 0.3047404063205418,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1444,
          "spearman": 0.4207008367056264,
          "bottom_quintile_jaccard": 0.298876404494382,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1444,
          "spearman": 0.9354404860081909,
          "bottom_quintile_jaccard": 0.7621951219512195,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1444,
          "spearman": 0.8936515258486153,
          "bottom_quintile_jaccard": 0.6753623188405797,
          "first_selected": 289,
          "second_selected": 289
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1444,
          "spearman": 0.9679209793246233,
          "bottom_quintile_jaccard": 0.8176100628930818,
          "first_selected": 289,
          "second_selected": 289
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8985829959514171
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8848973607038124
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6442251448195181
        }
      ]
    },
    {
      "date": "20190628",
      "quote_records": 3614,
      "input_quote_records": 3614,
      "all_metrics_available": 1456,
      "common_five": 1448,
      "stale_statements": 13,
      "no_common_report": 127,
      "minority_equity_present": 2744,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 3561,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2984,
          "nonpositive": 456,
          "missing_or_invalid": 174
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2750,
          "nonpositive": 801,
          "missing_or_invalid": 63
        },
        {
          "metric": "pb_parent",
          "available": 3571,
          "nonpositive": 27,
          "missing_or_invalid": 16
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2042,
          "nonpositive": 36,
          "missing_or_invalid": 1536
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2002,
          "nonpositive": 73,
          "missing_or_invalid": 1539
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 73,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 722,
          "common_five": 177
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 723,
          "common_five": 225
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 723,
          "common_five": 309
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 716,
          "common_five": 350
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 650,
          "common_five": 387
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1448,
          "spearman": 0.9218846080886148,
          "bottom_quintile_jaccard": 0.7159763313609467,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1448,
          "spearman": 0.5182749061217011,
          "bottom_quintile_jaccard": 0.2975391498881432,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1448,
          "spearman": 0.5237666101915892,
          "bottom_quintile_jaccard": 0.32723112128146453,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1448,
          "spearman": 0.5034101082175931,
          "bottom_quintile_jaccard": 0.3302752293577982,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1448,
          "spearman": 0.42966217306408266,
          "bottom_quintile_jaccard": 0.2719298245614035,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1448,
          "spearman": 0.44159604343933634,
          "bottom_quintile_jaccard": 0.2860310421286031,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1448,
          "spearman": 0.42399803173223083,
          "bottom_quintile_jaccard": 0.29175946547884185,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1448,
          "spearman": 0.9370265656801512,
          "bottom_quintile_jaccard": 0.7365269461077845,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1448,
          "spearman": 0.8963405852166997,
          "bottom_quintile_jaccard": 0.6571428571428571,
          "first_selected": 290,
          "second_selected": 290
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1448,
          "spearman": 0.9689166766268911,
          "bottom_quintile_jaccard": 0.8238993710691824,
          "first_selected": 290,
          "second_selected": 290
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.902080710847834
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.881818181818182
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6291956782713084
        }
      ]
    },
    {
      "date": "20190731",
      "quote_records": 3648,
      "input_quote_records": 3648,
      "all_metrics_available": 1461,
      "common_five": 1454,
      "stale_statements": 15,
      "no_common_report": 128,
      "minority_equity_present": 2762,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 3595,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3018,
          "nonpositive": 455,
          "missing_or_invalid": 175
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2785,
          "nonpositive": 798,
          "missing_or_invalid": 65
        },
        {
          "metric": "pb_parent",
          "available": 3606,
          "nonpositive": 24,
          "missing_or_invalid": 18
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2046,
          "nonpositive": 34,
          "missing_or_invalid": 1568
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2007,
          "nonpositive": 71,
          "missing_or_invalid": 1570
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 74,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 729,
          "common_five": 167
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 730,
          "common_five": 239
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 729,
          "common_five": 322
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 723,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 656,
          "common_five": 386
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1454,
          "spearman": 0.9231041713428569,
          "bottom_quintile_jaccard": 0.7270029673590505,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1454,
          "spearman": 0.5278437736793895,
          "bottom_quintile_jaccard": 0.30201342281879195,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1454,
          "spearman": 0.5318724976188441,
          "bottom_quintile_jaccard": 0.32272727272727275,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1454,
          "spearman": 0.5107608199049855,
          "bottom_quintile_jaccard": 0.3287671232876712,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1454,
          "spearman": 0.44255586288875937,
          "bottom_quintile_jaccard": 0.29046563192904656,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1454,
          "spearman": 0.4523136993763361,
          "bottom_quintile_jaccard": 0.29333333333333333,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1454,
          "spearman": 0.4337882072866515,
          "bottom_quintile_jaccard": 0.29910714285714285,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1454,
          "spearman": 0.9378751584452399,
          "bottom_quintile_jaccard": 0.7530120481927711,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1454,
          "spearman": 0.8986702141437102,
          "bottom_quintile_jaccard": 0.6724137931034483,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1454,
          "spearman": 0.9699493247327071,
          "bottom_quintile_jaccard": 0.8130841121495327,
          "first_selected": 291,
          "second_selected": 291
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9114571746384873
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8855362211526596
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.623710407239819
        }
      ]
    },
    {
      "date": "20190830",
      "quote_records": 3662,
      "input_quote_records": 3662,
      "all_metrics_available": 1472,
      "common_five": 1462,
      "stale_statements": 17,
      "no_common_report": 139,
      "minority_equity_present": 2767,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3615,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2967,
          "nonpositive": 516,
          "missing_or_invalid": 179
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2782,
          "nonpositive": 838,
          "missing_or_invalid": 42
        },
        {
          "metric": "pb_parent",
          "available": 3615,
          "nonpositive": 27,
          "missing_or_invalid": 20
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2061,
          "nonpositive": 33,
          "missing_or_invalid": 1568
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2024,
          "nonpositive": 67,
          "missing_or_invalid": 1571
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 75,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 732,
          "common_five": 170
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 732,
          "common_five": 240
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 732,
          "common_five": 307
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 725,
          "common_five": 358
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 658,
          "common_five": 387
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1462,
          "spearman": 0.9235215930399162,
          "bottom_quintile_jaccard": 0.7235294117647059,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1462,
          "spearman": 0.5405852203973626,
          "bottom_quintile_jaccard": 0.3227990970654628,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1462,
          "spearman": 0.5437807206935185,
          "bottom_quintile_jaccard": 0.3348519362186788,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1462,
          "spearman": 0.5226983930317598,
          "bottom_quintile_jaccard": 0.33181818181818185,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1462,
          "spearman": 0.457009934707069,
          "bottom_quintile_jaccard": 0.3051224944320713,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1462,
          "spearman": 0.4650577572702589,
          "bottom_quintile_jaccard": 0.31390134529147984,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1462,
          "spearman": 0.44694226131568804,
          "bottom_quintile_jaccard": 0.3051224944320713,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1462,
          "spearman": 0.9397655993360209,
          "bottom_quintile_jaccard": 0.7492537313432835,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1462,
          "spearman": 0.9000046292064215,
          "bottom_quintile_jaccard": 0.6742857142857143,
          "first_selected": 293,
          "second_selected": 293
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1462,
          "spearman": 0.9702111469178595,
          "bottom_quintile_jaccard": 0.808641975308642,
          "first_selected": 293,
          "second_selected": 293
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9142062830136225
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8880952380952383
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7010011123470522
        }
      ]
    },
    {
      "date": "20190930",
      "quote_records": 3672,
      "input_quote_records": 3672,
      "all_metrics_available": 1470,
      "common_five": 1456,
      "stale_statements": 17,
      "no_common_report": 141,
      "minority_equity_present": 2774,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3625,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2948,
          "nonpositive": 544,
          "missing_or_invalid": 180
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2757,
          "nonpositive": 862,
          "missing_or_invalid": 53
        },
        {
          "metric": "pb_parent",
          "available": 3616,
          "nonpositive": 36,
          "missing_or_invalid": 20
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2073,
          "nonpositive": 33,
          "missing_or_invalid": 1566
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2037,
          "nonpositive": 66,
          "missing_or_invalid": 1569
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 734,
          "common_five": 170
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 734,
          "common_five": 239
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 735,
          "common_five": 301
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 727,
          "common_five": 353
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 658,
          "common_five": 393
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1456,
          "spearman": 0.9206627329479262,
          "bottom_quintile_jaccard": 0.727810650887574,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1456,
          "spearman": 0.5427044742664289,
          "bottom_quintile_jaccard": 0.35185185185185186,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1456,
          "spearman": 0.5478399002355892,
          "bottom_quintile_jaccard": 0.34872979214780603,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1456,
          "spearman": 0.5255564767190726,
          "bottom_quintile_jaccard": 0.34872979214780603,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1456,
          "spearman": 0.4549858984926876,
          "bottom_quintile_jaccard": 0.30066815144766146,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1456,
          "spearman": 0.46583102420793504,
          "bottom_quintile_jaccard": 0.31235955056179776,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1456,
          "spearman": 0.4495411755112538,
          "bottom_quintile_jaccard": 0.3094170403587444,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1456,
          "spearman": 0.9399118212517605,
          "bottom_quintile_jaccard": 0.7696969696969697,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1456,
          "spearman": 0.9020975721564685,
          "bottom_quintile_jaccard": 0.6878612716763006,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1456,
          "spearman": 0.9721724945048191,
          "bottom_quintile_jaccard": 0.825,
          "first_selected": 292,
          "second_selected": 292
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9066968198547146
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9012515593337511
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7858575264582984
        }
      ]
    },
    {
      "date": "20191031",
      "quote_records": 3684,
      "input_quote_records": 3684,
      "all_metrics_available": 1478,
      "common_five": 1468,
      "stale_statements": 68,
      "no_common_report": 138,
      "minority_equity_present": 2793,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3634,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2931,
          "nonpositive": 578,
          "missing_or_invalid": 175
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2717,
          "nonpositive": 875,
          "missing_or_invalid": 92
        },
        {
          "metric": "pb_parent",
          "available": 3578,
          "nonpositive": 34,
          "missing_or_invalid": 72
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2060,
          "nonpositive": 30,
          "missing_or_invalid": 1594
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2029,
          "nonpositive": 59,
          "missing_or_invalid": 1596
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 7,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 736,
          "common_five": 167
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 737,
          "common_five": 238
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 737,
          "common_five": 313
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 729,
          "common_five": 349
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 660,
          "common_five": 401
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1468,
          "spearman": 0.9162471457066625,
          "bottom_quintile_jaccard": 0.7294117647058823,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1468,
          "spearman": 0.539740013230948,
          "bottom_quintile_jaccard": 0.3424657534246575,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1468,
          "spearman": 0.5440043386527548,
          "bottom_quintile_jaccard": 0.3548387096774194,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1468,
          "spearman": 0.5191414266371596,
          "bottom_quintile_jaccard": 0.3642691415313225,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1468,
          "spearman": 0.459013007782068,
          "bottom_quintile_jaccard": 0.3008849557522124,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1468,
          "spearman": 0.46899383529404026,
          "bottom_quintile_jaccard": 0.32432432432432434,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1468,
          "spearman": 0.44944506395794925,
          "bottom_quintile_jaccard": 0.327313769751693,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1468,
          "spearman": 0.9411080094058614,
          "bottom_quintile_jaccard": 0.755223880597015,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1468,
          "spearman": 0.900446618889927,
          "bottom_quintile_jaccard": 0.68,
          "first_selected": 294,
          "second_selected": 294
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1468,
          "spearman": 0.9698868775355418,
          "bottom_quintile_jaccard": 0.8432601880877743,
          "first_selected": 294,
          "second_selected": 294
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9041426876949437
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8915322580645163
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.8147178513293543
        }
      ]
    },
    {
      "date": "20191129",
      "quote_records": 3715,
      "input_quote_records": 3715,
      "all_metrics_available": 1485,
      "common_five": 1476,
      "stale_statements": 69,
      "no_common_report": 136,
      "minority_equity_present": 2812,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3664,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2953,
          "nonpositive": 588,
          "missing_or_invalid": 174
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2734,
          "nonpositive": 879,
          "missing_or_invalid": 102
        },
        {
          "metric": "pb_parent",
          "available": 3608,
          "nonpositive": 34,
          "missing_or_invalid": 73
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2072,
          "nonpositive": 30,
          "missing_or_invalid": 1613
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2039,
          "nonpositive": 61,
          "missing_or_invalid": 1615
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 743,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 743,
          "common_five": 252
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 743,
          "common_five": 298
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 737,
          "common_five": 361
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 663,
          "common_five": 403
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 1,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1476,
          "spearman": 0.916370902767838,
          "bottom_quintile_jaccard": 0.7360703812316716,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1476,
          "spearman": 0.549431749924233,
          "bottom_quintile_jaccard": 0.3424036281179138,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1476,
          "spearman": 0.5539129255798741,
          "bottom_quintile_jaccard": 0.3640552995391705,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1476,
          "spearman": 0.5297989791936214,
          "bottom_quintile_jaccard": 0.3672055427251732,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1476,
          "spearman": 0.46569615733133557,
          "bottom_quintile_jaccard": 0.30973451327433627,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1476,
          "spearman": 0.4763099984080181,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1476,
          "spearman": 0.4568711935066663,
          "bottom_quintile_jaccard": 0.3363431151241535,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1476,
          "spearman": 0.9413475447959568,
          "bottom_quintile_jaccard": 0.7566765578635015,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1476,
          "spearman": 0.9012390677564726,
          "bottom_quintile_jaccard": 0.6676056338028169,
          "first_selected": 296,
          "second_selected": 296
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1476,
          "spearman": 0.9702001970039157,
          "bottom_quintile_jaccard": 0.8215384615384616,
          "first_selected": 296,
          "second_selected": 296
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9061587147030186
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8970058422590069
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.816671297582662
        }
      ]
    },
    {
      "date": "20191231",
      "quote_records": 3742,
      "input_quote_records": 3742,
      "all_metrics_available": 1488,
      "common_five": 1482,
      "stale_statements": 70,
      "no_common_report": 128,
      "minority_equity_present": 2826,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3691,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2979,
          "nonpositive": 589,
          "missing_or_invalid": 174
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2760,
          "nonpositive": 879,
          "missing_or_invalid": 103
        },
        {
          "metric": "pb_parent",
          "available": 3633,
          "nonpositive": 36,
          "missing_or_invalid": 73
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2076,
          "nonpositive": 31,
          "missing_or_invalid": 1635
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2043,
          "nonpositive": 62,
          "missing_or_invalid": 1637
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 748,
          "common_five": 163
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 748,
          "common_five": 251
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 749,
          "common_five": 300
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 742,
          "common_five": 370
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 669,
          "common_five": 398
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1482,
          "spearman": 0.918844525164971,
          "bottom_quintile_jaccard": 0.757396449704142,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1482,
          "spearman": 0.5606218180854279,
          "bottom_quintile_jaccard": 0.3561643835616438,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1482,
          "spearman": 0.56711477176668,
          "bottom_quintile_jaccard": 0.375,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1482,
          "spearman": 0.5447900537774046,
          "bottom_quintile_jaccard": 0.3813953488372093,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1482,
          "spearman": 0.4791194992853162,
          "bottom_quintile_jaccard": 0.3141592920353982,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1482,
          "spearman": 0.4905326602368057,
          "bottom_quintile_jaccard": 0.34085778781038373,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1482,
          "spearman": 0.47253127411442064,
          "bottom_quintile_jaccard": 0.3348314606741573,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1482,
          "spearman": 0.9445333199334374,
          "bottom_quintile_jaccard": 0.7731343283582089,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1482,
          "spearman": 0.9062323082572789,
          "bottom_quintile_jaccard": 0.6923076923076923,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1482,
          "spearman": 0.9714194821532594,
          "bottom_quintile_jaccard": 0.8165137614678899,
          "first_selected": 297,
          "second_selected": 297
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9031323425441785
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.896568861161066
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8269687726179726
        }
      ]
    },
    {
      "date": "20200123",
      "quote_records": 3761,
      "input_quote_records": 3761,
      "all_metrics_available": 1490,
      "common_five": 1484,
      "stale_statements": 72,
      "no_common_report": 123,
      "minority_equity_present": 2832,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3710,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2992,
          "nonpositive": 594,
          "missing_or_invalid": 175
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2772,
          "nonpositive": 881,
          "missing_or_invalid": 108
        },
        {
          "metric": "pb_parent",
          "available": 3650,
          "nonpositive": 36,
          "missing_or_invalid": 75
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2076,
          "nonpositive": 31,
          "missing_or_invalid": 1654
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2043,
          "nonpositive": 62,
          "missing_or_invalid": 1656
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 7,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 752,
          "common_five": 167
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 752,
          "common_five": 238
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 752,
          "common_five": 309
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 745,
          "common_five": 373
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 674,
          "common_five": 397
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1484,
          "spearman": 0.9202368232698159,
          "bottom_quintile_jaccard": 0.757396449704142,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1484,
          "spearman": 0.587559975212298,
          "bottom_quintile_jaccard": 0.35,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1484,
          "spearman": 0.5951684752150765,
          "bottom_quintile_jaccard": 0.39436619718309857,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1484,
          "spearman": 0.5731191693176083,
          "bottom_quintile_jaccard": 0.3976470588235294,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1484,
          "spearman": 0.5058319709662801,
          "bottom_quintile_jaccard": 0.3141592920353982,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1484,
          "spearman": 0.5185394567209253,
          "bottom_quintile_jaccard": 0.35926773455377575,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1484,
          "spearman": 0.5009317327360109,
          "bottom_quintile_jaccard": 0.35926773455377575,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1484,
          "spearman": 0.9492192151217373,
          "bottom_quintile_jaccard": 0.7731343283582089,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1484,
          "spearman": 0.9124642155643644,
          "bottom_quintile_jaccard": 0.6971428571428572,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1484,
          "spearman": 0.9729286914377515,
          "bottom_quintile_jaccard": 0.8333333333333334,
          "first_selected": 297,
          "second_selected": 297
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9019840940730428
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9009292107458872
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8513303298232464
        }
      ]
    },
    {
      "date": "20200228",
      "quote_records": 3784,
      "input_quote_records": 3784,
      "all_metrics_available": 1489,
      "common_five": 1483,
      "stale_statements": 73,
      "no_common_report": 125,
      "minority_equity_present": 2842,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3733,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3009,
          "nonpositive": 596,
          "missing_or_invalid": 179
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2790,
          "nonpositive": 883,
          "missing_or_invalid": 111
        },
        {
          "metric": "pb_parent",
          "available": 3673,
          "nonpositive": 35,
          "missing_or_invalid": 76
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2078,
          "nonpositive": 30,
          "missing_or_invalid": 1676
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2045,
          "nonpositive": 61,
          "missing_or_invalid": 1678
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 8,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 756,
          "common_five": 169
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 757,
          "common_five": 238
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 757,
          "common_five": 307
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 749,
          "common_five": 370
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 678,
          "common_five": 399
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1483,
          "spearman": 0.9243473457399194,
          "bottom_quintile_jaccard": 0.7470588235294118,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1483,
          "spearman": 0.6214648035091506,
          "bottom_quintile_jaccard": 0.375,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1483,
          "spearman": 0.6298816365106831,
          "bottom_quintile_jaccard": 0.3878504672897196,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1483,
          "spearman": 0.6092446566086563,
          "bottom_quintile_jaccard": 0.3878504672897196,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1483,
          "spearman": 0.5397402387045696,
          "bottom_quintile_jaccard": 0.34085778781038373,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1483,
          "spearman": 0.5538229855937394,
          "bottom_quintile_jaccard": 0.35926773455377575,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1483,
          "spearman": 0.5373894184275413,
          "bottom_quintile_jaccard": 0.35,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1483,
          "spearman": 0.9554652080009987,
          "bottom_quintile_jaccard": 0.8,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1483,
          "spearman": 0.9213222534205943,
          "bottom_quintile_jaccard": 0.7118155619596542,
          "first_selected": 297,
          "second_selected": 297
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1483,
          "spearman": 0.9750132472377196,
          "bottom_quintile_jaccard": 0.8390092879256966,
          "first_selected": 297,
          "second_selected": 297
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9068261093142647
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9062871174335478
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8670945913937054
        }
      ]
    },
    {
      "date": "20200331",
      "quote_records": 3790,
      "input_quote_records": 3790,
      "all_metrics_available": 1511,
      "common_five": 1504,
      "stale_statements": 72,
      "no_common_report": 123,
      "minority_equity_present": 2839,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3741,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3063,
          "nonpositive": 557,
          "missing_or_invalid": 170
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2848,
          "nonpositive": 846,
          "missing_or_invalid": 96
        },
        {
          "metric": "pb_parent",
          "available": 3681,
          "nonpositive": 34,
          "missing_or_invalid": 75
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2074,
          "nonpositive": 29,
          "missing_or_invalid": 1687
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2042,
          "nonpositive": 59,
          "missing_or_invalid": 1689
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 8,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 758,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 758,
          "common_five": 250
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 758,
          "common_five": 310
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 750,
          "common_five": 375
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 680,
          "common_five": 407
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1504,
          "spearman": 0.9258081700559582,
          "bottom_quintile_jaccard": 0.7705882352941177,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1504,
          "spearman": 0.6002051625881712,
          "bottom_quintile_jaccard": 0.35891647855530473,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1504,
          "spearman": 0.6063013536197227,
          "bottom_quintile_jaccard": 0.3870967741935484,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1504,
          "spearman": 0.5848737133509783,
          "bottom_quintile_jaccard": 0.3870967741935484,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1504,
          "spearman": 0.5184198040591254,
          "bottom_quintile_jaccard": 0.32599118942731276,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1504,
          "spearman": 0.5285836779268629,
          "bottom_quintile_jaccard": 0.35585585585585583,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1504,
          "spearman": 0.5130167379826773,
          "bottom_quintile_jaccard": 0.35585585585585583,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1504,
          "spearman": 0.9502965898807753,
          "bottom_quintile_jaccard": 0.7705882352941177,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1504,
          "spearman": 0.9119660973380271,
          "bottom_quintile_jaccard": 0.6815642458100558,
          "first_selected": 301,
          "second_selected": 301
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1504,
          "spearman": 0.9720403047232041,
          "bottom_quintile_jaccard": 0.8353658536585366,
          "first_selected": 301,
          "second_selected": 301
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.906015037593985
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8896713615023474
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.857030636292223
        }
      ]
    },
    {
      "date": "20200430",
      "quote_records": 3772,
      "input_quote_records": 3772,
      "all_metrics_available": 1444,
      "common_five": 1418,
      "stale_statements": 73,
      "no_common_report": 187,
      "minority_equity_present": 2836,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3716,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3031,
          "nonpositive": 535,
          "missing_or_invalid": 206
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2744,
          "nonpositive": 877,
          "missing_or_invalid": 151
        },
        {
          "metric": "pb_parent",
          "available": 3671,
          "nonpositive": 25,
          "missing_or_invalid": 76
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2044,
          "nonpositive": 25,
          "missing_or_invalid": 1703
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2005,
          "nonpositive": 62,
          "missing_or_invalid": 1705
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 754,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 754,
          "common_five": 227
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 755,
          "common_five": 294
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 745,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 678,
          "common_five": 397
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1418,
          "spearman": 0.9190260906678311,
          "bottom_quintile_jaccard": 0.7370030581039755,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1418,
          "spearman": 0.5914940374225074,
          "bottom_quintile_jaccard": 0.3523809523809524,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1418,
          "spearman": 0.6005922236657194,
          "bottom_quintile_jaccard": 0.38875305623471884,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1418,
          "spearman": 0.579946036630556,
          "bottom_quintile_jaccard": 0.39215686274509803,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1418,
          "spearman": 0.4937482563689256,
          "bottom_quintile_jaccard": 0.33962264150943394,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1418,
          "spearman": 0.5078727844411262,
          "bottom_quintile_jaccard": 0.36211031175059955,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1418,
          "spearman": 0.49157006169441597,
          "bottom_quintile_jaccard": 0.3719806763285024,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1418,
          "spearman": 0.9578803505047471,
          "bottom_quintile_jaccard": 0.7694704049844237,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1418,
          "spearman": 0.9261168773791044,
          "bottom_quintile_jaccard": 0.6804733727810651,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1418,
          "spearman": 0.9748352521948677,
          "bottom_quintile_jaccard": 0.8501628664495114,
          "first_selected": 284,
          "second_selected": 284
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9016034327009936
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.912343139495652
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.5955510388437218
        }
      ]
    },
    {
      "date": "20200529",
      "quote_records": 3814,
      "input_quote_records": 3814,
      "all_metrics_available": 1396,
      "common_five": 1365,
      "stale_statements": 72,
      "no_common_report": 214,
      "minority_equity_present": 2866,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3755,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 2970,
          "nonpositive": 598,
          "missing_or_invalid": 246
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2664,
          "nonpositive": 928,
          "missing_or_invalid": 222
        },
        {
          "metric": "pb_parent",
          "available": 3714,
          "nonpositive": 25,
          "missing_or_invalid": 75
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2053,
          "nonpositive": 30,
          "missing_or_invalid": 1731
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2010,
          "nonpositive": 70,
          "missing_or_invalid": 1734
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 76,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 762,
          "common_five": 142
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 763,
          "common_five": 229
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 763,
          "common_five": 273
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 753,
          "common_five": 346
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 687,
          "common_five": 375
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1365,
          "spearman": 0.9242721948251346,
          "bottom_quintile_jaccard": 0.744408945686901,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1365,
          "spearman": 0.5921512426839,
          "bottom_quintile_jaccard": 0.3382352941176471,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1365,
          "spearman": 0.603978290646156,
          "bottom_quintile_jaccard": 0.39641943734015345,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1365,
          "spearman": 0.5825940922125011,
          "bottom_quintile_jaccard": 0.4108527131782946,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1365,
          "spearman": 0.5004079175450911,
          "bottom_quintile_jaccard": 0.3284671532846715,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1365,
          "spearman": 0.5117764479693934,
          "bottom_quintile_jaccard": 0.3822784810126582,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1365,
          "spearman": 0.4940005998205275,
          "bottom_quintile_jaccard": 0.39641943734015345,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1365,
          "spearman": 0.9650849786992984,
          "bottom_quintile_jaccard": 0.7960526315789473,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1365,
          "spearman": 0.9334934746769631,
          "bottom_quintile_jaccard": 0.7169811320754716,
          "first_selected": 273,
          "second_selected": 273
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1365,
          "spearman": 0.975167297103707,
          "bottom_quintile_jaccard": 0.8445945945945946,
          "first_selected": 273,
          "second_selected": 273
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.892292490118577
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9276923076923077
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6770288734064297
        }
      ]
    },
    {
      "date": "20200630",
      "quote_records": 3836,
      "input_quote_records": 3836,
      "all_metrics_available": 1412,
      "common_five": 1386,
      "stale_statements": 73,
      "no_common_report": 186,
      "minority_equity_present": 2871,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 3777,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3012,
          "nonpositive": 631,
          "missing_or_invalid": 193
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2704,
          "nonpositive": 983,
          "missing_or_invalid": 149
        },
        {
          "metric": "pb_parent",
          "available": 3729,
          "nonpositive": 31,
          "missing_or_invalid": 76
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2051,
          "nonpositive": 27,
          "missing_or_invalid": 1758
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2007,
          "nonpositive": 68,
          "missing_or_invalid": 1761
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 76,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 767,
          "common_five": 140
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 767,
          "common_five": 230
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 767,
          "common_five": 290
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 756,
          "common_five": 349
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 692,
          "common_five": 377
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1386,
          "spearman": 0.9254198633588703,
          "bottom_quintile_jaccard": 0.7877813504823151,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1386,
          "spearman": 0.621001399157675,
          "bottom_quintile_jaccard": 0.35609756097560974,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1386,
          "spearman": 0.6322074560549029,
          "bottom_quintile_jaccard": 0.40759493670886077,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1386,
          "spearman": 0.6116352302312021,
          "bottom_quintile_jaccard": 0.39348370927318294,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1386,
          "spearman": 0.5303502303879121,
          "bottom_quintile_jaccard": 0.34951456310679613,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1386,
          "spearman": 0.5418220631532211,
          "bottom_quintile_jaccard": 0.3865336658354115,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1386,
          "spearman": 0.5248074092844076,
          "bottom_quintile_jaccard": 0.37965260545905705,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1386,
          "spearman": 0.9703266554838498,
          "bottom_quintile_jaccard": 0.8051948051948052,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1386,
          "spearman": 0.9421140168333221,
          "bottom_quintile_jaccard": 0.7160493827160493,
          "first_selected": 278,
          "second_selected": 278
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1386,
          "spearman": 0.9774976011033821,
          "bottom_quintile_jaccard": 0.8410596026490066,
          "first_selected": 278,
          "second_selected": 278
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8999999999999999
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9321847507331377
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6927315452556521
        }
      ]
    },
    {
      "date": "20200731",
      "quote_records": 3895,
      "input_quote_records": 3895,
      "all_metrics_available": 1427,
      "common_five": 1402,
      "stale_statements": 77,
      "no_common_report": 179,
      "minority_equity_present": 2890,
      "preferred_equity_present": 25,
      "preferred_equity_unknown": 3839,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3063,
          "nonpositive": 646,
          "missing_or_invalid": 186
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2748,
          "nonpositive": 1006,
          "missing_or_invalid": 141
        },
        {
          "metric": "pb_parent",
          "available": 3786,
          "nonpositive": 30,
          "missing_or_invalid": 79
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2061,
          "nonpositive": 30,
          "missing_or_invalid": 1804
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2018,
          "nonpositive": 71,
          "missing_or_invalid": 1806
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 76,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 779,
          "common_five": 142
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 779,
          "common_five": 225
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 779,
          "common_five": 297
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 767,
          "common_five": 347
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 703,
          "common_five": 391
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1402,
          "spearman": 0.9251538539751823,
          "bottom_quintile_jaccard": 0.7672955974842768,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1402,
          "spearman": 0.6186041852322217,
          "bottom_quintile_jaccard": 0.37073170731707317,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1402,
          "spearman": 0.6300097823647021,
          "bottom_quintile_jaccard": 0.4156171284634761,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1402,
          "spearman": 0.6120776649650039,
          "bottom_quintile_jaccard": 0.40852130325814534,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1402,
          "spearman": 0.5256379427728398,
          "bottom_quintile_jaccard": 0.36077481840193704,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1402,
          "spearman": 0.5374338329604074,
          "bottom_quintile_jaccard": 0.405,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1402,
          "spearman": 0.5221712233877985,
          "bottom_quintile_jaccard": 0.38765432098765434,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1402,
          "spearman": 0.9701167373799765,
          "bottom_quintile_jaccard": 0.8012820512820513,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1402,
          "spearman": 0.9438368032460119,
          "bottom_quintile_jaccard": 0.7345679012345679,
          "first_selected": 281,
          "second_selected": 281
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1402,
          "spearman": 0.9793216486365325,
          "bottom_quintile_jaccard": 0.8733333333333333,
          "first_selected": 281,
          "second_selected": 281
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8796296296296295
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9345050878815911
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7005689900426741
        }
      ]
    },
    {
      "date": "20200831",
      "quote_records": 3951,
      "input_quote_records": 3951,
      "all_metrics_available": 1446,
      "common_five": 1416,
      "stale_statements": 11,
      "no_common_report": 124,
      "minority_equity_present": 2930,
      "preferred_equity_present": 30,
      "preferred_equity_unknown": 3893,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3065,
          "nonpositive": 701,
          "missing_or_invalid": 185
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2866,
          "nonpositive": 1037,
          "missing_or_invalid": 48
        },
        {
          "metric": "pb_parent",
          "available": 3904,
          "nonpositive": 36,
          "missing_or_invalid": 11
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2121,
          "nonpositive": 36,
          "missing_or_invalid": 1794
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2077,
          "nonpositive": 79,
          "missing_or_invalid": 1795
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 76,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 790,
          "common_five": 144
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 790,
          "common_five": 218
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 790,
          "common_five": 302
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 779,
          "common_five": 354
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 715,
          "common_five": 398
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1416,
          "spearman": 0.9265966370139231,
          "bottom_quintile_jaccard": 0.7694704049844237,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1416,
          "spearman": 0.6039714486127234,
          "bottom_quintile_jaccard": 0.39215686274509803,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.6157975708257498,
          "bottom_quintile_jaccard": 0.42355889724310775,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.5986973593705835,
          "bottom_quintile_jaccard": 0.4129353233830846,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1416,
          "spearman": 0.5154943412632502,
          "bottom_quintile_jaccard": 0.3786407766990291,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.5281433581879076,
          "bottom_quintile_jaccard": 0.4129353233830846,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.5132469959999132,
          "bottom_quintile_jaccard": 0.3955773955773956,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1416,
          "spearman": 0.9708263465168617,
          "bottom_quintile_jaccard": 0.7917981072555205,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.9434704588040812,
          "bottom_quintile_jaccard": 0.7370030581039755,
          "first_selected": 284,
          "second_selected": 284
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1416,
          "spearman": 0.9779467226625947,
          "bottom_quintile_jaccard": 0.8870431893687708,
          "first_selected": 284,
          "second_selected": 284
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9001291143839998
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9252064520290079
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.765347003156672
        }
      ]
    },
    {
      "date": "20200930",
      "quote_records": 4016,
      "input_quote_records": 4016,
      "all_metrics_available": 1460,
      "common_five": 1431,
      "stale_statements": 2,
      "no_common_report": 106,
      "minority_equity_present": 2946,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 3955,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3131,
          "nonpositive": 705,
          "missing_or_invalid": 180
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2934,
          "nonpositive": 1033,
          "missing_or_invalid": 49
        },
        {
          "metric": "pb_parent",
          "available": 3977,
          "nonpositive": 37,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2135,
          "nonpositive": 35,
          "missing_or_invalid": 1846
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2090,
          "nonpositive": 79,
          "missing_or_invalid": 1847
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 75,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 803,
          "common_five": 144
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 803,
          "common_five": 234
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 802,
          "common_five": 295
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 793,
          "common_five": 356
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 729,
          "common_five": 402
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1431,
          "spearman": 0.9272617973510839,
          "bottom_quintile_jaccard": 0.7607361963190185,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1431,
          "spearman": 0.6062358870307782,
          "bottom_quintile_jaccard": 0.4034229828850856,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1431,
          "spearman": 0.6180995635914561,
          "bottom_quintile_jaccard": 0.42786069651741293,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1431,
          "spearman": 0.6017174845849204,
          "bottom_quintile_jaccard": 0.41728395061728396,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1431,
          "spearman": 0.5138096910633807,
          "bottom_quintile_jaccard": 0.37320574162679426,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1431,
          "spearman": 0.5272400966947862,
          "bottom_quintile_jaccard": 0.39659367396593675,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1431,
          "spearman": 0.5134460846749969,
          "bottom_quintile_jaccard": 0.3864734299516908,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1431,
          "spearman": 0.9721182726145726,
          "bottom_quintile_jaccard": 0.8107255520504731,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1431,
          "spearman": 0.9442140591362008,
          "bottom_quintile_jaccard": 0.7446808510638298,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1431,
          "spearman": 0.9773417662065141,
          "bottom_quintile_jaccard": 0.8819672131147541,
          "first_selected": 287,
          "second_selected": 287
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9067557778243263
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9345419320872221
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8255842468314625
        }
      ]
    },
    {
      "date": "20201030",
      "quote_records": 4045,
      "input_quote_records": 4045,
      "all_metrics_available": 1457,
      "common_five": 1429,
      "stale_statements": 3,
      "no_common_report": 126,
      "minority_equity_present": 2955,
      "preferred_equity_present": 33,
      "preferred_equity_unknown": 3977,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3137,
          "nonpositive": 724,
          "missing_or_invalid": 184
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2813,
          "nonpositive": 1036,
          "missing_or_invalid": 196
        },
        {
          "metric": "pb_parent",
          "available": 4005,
          "nonpositive": 37,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2158,
          "nonpositive": 36,
          "missing_or_invalid": 1851
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2113,
          "nonpositive": 79,
          "missing_or_invalid": 1853
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 809,
          "common_five": 147
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 809,
          "common_five": 223
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 808,
          "common_five": 302
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 799,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 731,
          "common_five": 402
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1429,
          "spearman": 0.9209829891858913,
          "bottom_quintile_jaccard": 0.7492354740061162,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1429,
          "spearman": 0.5786728349629064,
          "bottom_quintile_jaccard": 0.3951219512195122,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1429,
          "spearman": 0.5884963749634805,
          "bottom_quintile_jaccard": 0.4228855721393035,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1429,
          "spearman": 0.5720959803628143,
          "bottom_quintile_jaccard": 0.4158415841584158,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1429,
          "spearman": 0.4876849151911871,
          "bottom_quintile_jaccard": 0.36515513126491644,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1429,
          "spearman": 0.5012120870139866,
          "bottom_quintile_jaccard": 0.3951219512195122,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1429,
          "spearman": 0.4892010707959991,
          "bottom_quintile_jaccard": 0.3883495145631068,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1429,
          "spearman": 0.9726777441318771,
          "bottom_quintile_jaccard": 0.8451612903225807,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1429,
          "spearman": 0.9451796915577316,
          "bottom_quintile_jaccard": 0.804416403785489,
          "first_selected": 286,
          "second_selected": 286
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1429,
          "spearman": 0.9775243732464884,
          "bottom_quintile_jaccard": 0.8571428571428571,
          "first_selected": 286,
          "second_selected": 286
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.899224249931095
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9374255775184568
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8043840608768467
        }
      ]
    },
    {
      "date": "20201130",
      "quote_records": 4068,
      "input_quote_records": 4068,
      "all_metrics_available": 1451,
      "common_five": 1422,
      "stale_statements": 3,
      "no_common_report": 178,
      "minority_equity_present": 2965,
      "preferred_equity_present": 33,
      "preferred_equity_unknown": 4001,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3144,
          "nonpositive": 741,
          "missing_or_invalid": 183
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2784,
          "nonpositive": 1042,
          "missing_or_invalid": 242
        },
        {
          "metric": "pb_parent",
          "available": 4029,
          "nonpositive": 37,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2165,
          "nonpositive": 41,
          "missing_or_invalid": 1862
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2126,
          "nonpositive": 78,
          "missing_or_invalid": 1864
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 813,
          "common_five": 147
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 814,
          "common_five": 234
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 812,
          "common_five": 284
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 804,
          "common_five": 360
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 735,
          "common_five": 397
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1422,
          "spearman": 0.9218510043336479,
          "bottom_quintile_jaccard": 0.7484662576687117,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1422,
          "spearman": 0.5693116178585699,
          "bottom_quintile_jaccard": 0.41089108910891087,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1422,
          "spearman": 0.5750901308749863,
          "bottom_quintile_jaccard": 0.4321608040201005,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1422,
          "spearman": 0.5610786737918477,
          "bottom_quintile_jaccard": 0.42144638403990026,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1422,
          "spearman": 0.47520999515747714,
          "bottom_quintile_jaccard": 0.3669064748201439,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1422,
          "spearman": 0.4838658310464705,
          "bottom_quintile_jaccard": 0.4004914004914005,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1422,
          "spearman": 0.4753583528469525,
          "bottom_quintile_jaccard": 0.4004914004914005,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1422,
          "spearman": 0.966900351555015,
          "bottom_quintile_jaccard": 0.8446601941747572,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1422,
          "spearman": 0.9376825004804024,
          "bottom_quintile_jaccard": 0.7757009345794392,
          "first_selected": 285,
          "second_selected": 285
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1422,
          "spearman": 0.9765407593335418,
          "bottom_quintile_jaccard": 0.8446601941747572,
          "first_selected": 285,
          "second_selected": 285
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8990865911582026
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9196902381833889
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8740602360231468
        }
      ]
    },
    {
      "date": "20201231",
      "quote_records": 4118,
      "input_quote_records": 4118,
      "all_metrics_available": 1460,
      "common_five": 1434,
      "stale_statements": 3,
      "no_common_report": 170,
      "minority_equity_present": 2982,
      "preferred_equity_present": 33,
      "preferred_equity_unknown": 4051,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3195,
          "nonpositive": 741,
          "missing_or_invalid": 182
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2830,
          "nonpositive": 1039,
          "missing_or_invalid": 249
        },
        {
          "metric": "pb_parent",
          "available": 4082,
          "nonpositive": 34,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2174,
          "nonpositive": 39,
          "missing_or_invalid": 1905
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2135,
          "nonpositive": 76,
          "missing_or_invalid": 1907
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 823,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 824,
          "common_five": 242
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 822,
          "common_five": 290
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 813,
          "common_five": 358
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 746,
          "common_five": 399
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1434,
          "spearman": 0.9245956107850448,
          "bottom_quintile_jaccard": 0.7607361963190185,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1434,
          "spearman": 0.5882468757266738,
          "bottom_quintile_jaccard": 0.39659367396593675,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1434,
          "spearman": 0.5906116360043364,
          "bottom_quintile_jaccard": 0.4207920792079208,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1434,
          "spearman": 0.5775665283067262,
          "bottom_quintile_jaccard": 0.4103194103194103,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1434,
          "spearman": 0.49761106321522997,
          "bottom_quintile_jaccard": 0.36992840095465396,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1434,
          "spearman": 0.5021638970872383,
          "bottom_quintile_jaccard": 0.4,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1434,
          "spearman": 0.49360677683161536,
          "bottom_quintile_jaccard": 0.3864734299516908,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1434,
          "spearman": 0.9681507460928693,
          "bottom_quintile_jaccard": 0.8397435897435898,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1434,
          "spearman": 0.9408373443098662,
          "bottom_quintile_jaccard": 0.7553516819571865,
          "first_selected": 287,
          "second_selected": 287
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1434,
          "spearman": 0.9780462828280524,
          "bottom_quintile_jaccard": 0.8338658146964856,
          "first_selected": 287,
          "second_selected": 287
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8962446657183498
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9134298787678664
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8639181093447804
        }
      ]
    },
    {
      "date": "20210129",
      "quote_records": 4151,
      "input_quote_records": 4151,
      "all_metrics_available": 1470,
      "common_five": 1452,
      "stale_statements": 3,
      "no_common_report": 159,
      "minority_equity_present": 2992,
      "preferred_equity_present": 33,
      "preferred_equity_unknown": 4084,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3218,
          "nonpositive": 744,
          "missing_or_invalid": 189
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2853,
          "nonpositive": 1040,
          "missing_or_invalid": 258
        },
        {
          "metric": "pb_parent",
          "available": 4114,
          "nonpositive": 35,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2186,
          "nonpositive": 39,
          "missing_or_invalid": 1926
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2147,
          "nonpositive": 76,
          "missing_or_invalid": 1928
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 830,
          "common_five": 146
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 829,
          "common_five": 240
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 830,
          "common_five": 293
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 819,
          "common_five": 370
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 753,
          "common_five": 403
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1452,
          "spearman": 0.9209765599638934,
          "bottom_quintile_jaccard": 0.7907692307692308,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1452,
          "spearman": 0.5967373352104062,
          "bottom_quintile_jaccard": 0.3923444976076555,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.5997018831437471,
          "bottom_quintile_jaccard": 0.4092009685230024,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.5883610829731504,
          "bottom_quintile_jaccard": 0.39903846153846156,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1452,
          "spearman": 0.5023199664177052,
          "bottom_quintile_jaccard": 0.36941176470588233,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.5070223618511873,
          "bottom_quintile_jaccard": 0.38571428571428573,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.5003775675797381,
          "bottom_quintile_jaccard": 0.375886524822695,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1452,
          "spearman": 0.9707872881390398,
          "bottom_quintile_jaccard": 0.774390243902439,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.945010432727783,
          "bottom_quintile_jaccard": 0.6967930029154519,
          "first_selected": 291,
          "second_selected": 291
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1452,
          "spearman": 0.9788065026055729,
          "bottom_quintile_jaccard": 0.8359621451104101,
          "first_selected": 291,
          "second_selected": 291
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9166701649804794
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9216237773393223
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8435653898340467
        }
      ]
    },
    {
      "date": "20210226",
      "quote_records": 4178,
      "input_quote_records": 4178,
      "all_metrics_available": 1476,
      "common_five": 1457,
      "stale_statements": 2,
      "no_common_report": 156,
      "minority_equity_present": 3005,
      "preferred_equity_present": 34,
      "preferred_equity_unknown": 4110,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3246,
          "nonpositive": 741,
          "missing_or_invalid": 191
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2883,
          "nonpositive": 1038,
          "missing_or_invalid": 257
        },
        {
          "metric": "pb_parent",
          "available": 4141,
          "nonpositive": 35,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2188,
          "nonpositive": 39,
          "missing_or_invalid": 1951
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2149,
          "nonpositive": 76,
          "missing_or_invalid": 1953
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 835,
          "common_five": 146
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 835,
          "common_five": 240
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 835,
          "common_five": 293
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 825,
          "common_five": 367
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 757,
          "common_five": 411
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1457,
          "spearman": 0.9191921221925375,
          "bottom_quintile_jaccard": 0.7696969696969697,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1457,
          "spearman": 0.5786891771340719,
          "bottom_quintile_jaccard": 0.38388625592417064,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1457,
          "spearman": 0.5825395063655453,
          "bottom_quintile_jaccard": 0.4072289156626506,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1457,
          "spearman": 0.5721329881126367,
          "bottom_quintile_jaccard": 0.3904761904761905,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1457,
          "spearman": 0.477692664546459,
          "bottom_quintile_jaccard": 0.37089201877934275,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1457,
          "spearman": 0.4838562974379029,
          "bottom_quintile_jaccard": 0.3904761904761905,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1457,
          "spearman": 0.47769097685888373,
          "bottom_quintile_jaccard": 0.37089201877934275,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1457,
          "spearman": 0.9695598310027257,
          "bottom_quintile_jaccard": 0.7750759878419453,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1457,
          "spearman": 0.9435431532159112,
          "bottom_quintile_jaccard": 0.7227138643067846,
          "first_selected": 292,
          "second_selected": 292
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1457,
          "spearman": 0.9787831017973085,
          "bottom_quintile_jaccard": 0.8307210031347962,
          "first_selected": 292,
          "second_selected": 292
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8937217705510387
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9298026187219074
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8492703533026115
        }
      ]
    },
    {
      "date": "20210331",
      "quote_records": 4216,
      "input_quote_records": 4216,
      "all_metrics_available": 1509,
      "common_five": 1488,
      "stale_statements": 2,
      "no_common_report": 160,
      "minority_equity_present": 3026,
      "preferred_equity_present": 34,
      "preferred_equity_unknown": 4150,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3317,
          "nonpositive": 700,
          "missing_or_invalid": 199
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 2981,
          "nonpositive": 1007,
          "missing_or_invalid": 228
        },
        {
          "metric": "pb_parent",
          "available": 4177,
          "nonpositive": 36,
          "missing_or_invalid": 3
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2189,
          "nonpositive": 39,
          "missing_or_invalid": 1988
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2148,
          "nonpositive": 80,
          "missing_or_invalid": 1988
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 843,
          "common_five": 147
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 842,
          "common_five": 250
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 843,
          "common_five": 290
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 833,
          "common_five": 376
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 764,
          "common_five": 425
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1488,
          "spearman": 0.9114687246565432,
          "bottom_quintile_jaccard": 0.7529411764705882,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1488,
          "spearman": 0.5452134038833851,
          "bottom_quintile_jaccard": 0.345372460496614,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1488,
          "spearman": 0.5491408682602443,
          "bottom_quintile_jaccard": 0.38927738927738925,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1488,
          "spearman": 0.5400954075177083,
          "bottom_quintile_jaccard": 0.3701149425287356,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1488,
          "spearman": 0.44726201617842515,
          "bottom_quintile_jaccard": 0.3215077605321508,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1488,
          "spearman": 0.4523172998652178,
          "bottom_quintile_jaccard": 0.3607305936073059,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1488,
          "spearman": 0.4474926595561496,
          "bottom_quintile_jaccard": 0.35147392290249435,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1488,
          "spearman": 0.9665590230741409,
          "bottom_quintile_jaccard": 0.7685459940652819,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1488,
          "spearman": 0.9386548494242556,
          "bottom_quintile_jaccard": 0.7175792507204611,
          "first_selected": 298,
          "second_selected": 298
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1488,
          "spearman": 0.9769309418400675,
          "bottom_quintile_jaccard": 0.8395061728395061,
          "first_selected": 298,
          "second_selected": 298
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8910659571036929
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9227350427350427
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8251088534107401
        }
      ]
    },
    {
      "date": "20210430",
      "quote_records": 4240,
      "input_quote_records": 4240,
      "all_metrics_available": 1575,
      "common_five": 1553,
      "stale_statements": 1,
      "no_common_report": 172,
      "minority_equity_present": 3059,
      "preferred_equity_present": 34,
      "preferred_equity_unknown": 4172,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3482,
          "nonpositive": 575,
          "missing_or_invalid": 183
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3092,
          "nonpositive": 847,
          "missing_or_invalid": 301
        },
        {
          "metric": "pb_parent",
          "available": 4205,
          "nonpositive": 33,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2179,
          "nonpositive": 44,
          "missing_or_invalid": 2017
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2143,
          "nonpositive": 78,
          "missing_or_invalid": 2019
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 848,
          "common_five": 171
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 848,
          "common_five": 247
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 848,
          "common_five": 323
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 838,
          "common_five": 385
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 768,
          "common_five": 427
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1553,
          "spearman": 0.9110649492312775,
          "bottom_quintile_jaccard": 0.7570621468926554,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1553,
          "spearman": 0.5746880140031201,
          "bottom_quintile_jaccard": 0.367032967032967,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1553,
          "spearman": 0.5837401612907703,
          "bottom_quintile_jaccard": 0.38222222222222224,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1553,
          "spearman": 0.5657554329891964,
          "bottom_quintile_jaccard": 0.36403508771929827,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1553,
          "spearman": 0.49452338329053275,
          "bottom_quintile_jaccard": 0.36403508771929827,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1553,
          "spearman": 0.5054759775489203,
          "bottom_quintile_jaccard": 0.38530066815144765,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1553,
          "spearman": 0.4892665905529511,
          "bottom_quintile_jaccard": 0.36403508771929827,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1553,
          "spearman": 0.9690428532204983,
          "bottom_quintile_jaccard": 0.8187134502923976,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1553,
          "spearman": 0.9354093153625715,
          "bottom_quintile_jaccard": 0.7277777777777777,
          "first_selected": 311,
          "second_selected": 311
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1553,
          "spearman": 0.9711811704366563,
          "bottom_quintile_jaccard": 0.8240469208211144,
          "first_selected": 311,
          "second_selected": 311
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8679777445555846
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9113560857746904
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6326961770623741
        }
      ]
    },
    {
      "date": "20210531",
      "quote_records": 4312,
      "input_quote_records": 4312,
      "all_metrics_available": 1596,
      "common_five": 1576,
      "stale_statements": 0,
      "no_common_report": 162,
      "minority_equity_present": 3103,
      "preferred_equity_present": 34,
      "preferred_equity_unknown": 4243,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3544,
          "nonpositive": 567,
          "missing_or_invalid": 201
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3122,
          "nonpositive": 856,
          "missing_or_invalid": 334
        },
        {
          "metric": "pb_parent",
          "available": 4276,
          "nonpositive": 36,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2206,
          "nonpositive": 47,
          "missing_or_invalid": 2059
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2166,
          "nonpositive": 85,
          "missing_or_invalid": 2061
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 1,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 861,
          "common_five": 169
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 862,
          "common_five": 256
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 863,
          "common_five": 328
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 852,
          "common_five": 395
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 783,
          "common_five": 428
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1576,
          "spearman": 0.914038177693083,
          "bottom_quintile_jaccard": 0.7410468319559229,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1576,
          "spearman": 0.612694462614696,
          "bottom_quintile_jaccard": 0.389010989010989,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1576,
          "spearman": 0.6177780755751191,
          "bottom_quintile_jaccard": 0.39823008849557523,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1576,
          "spearman": 0.5992262866192853,
          "bottom_quintile_jaccard": 0.40444444444444444,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1576,
          "spearman": 0.5316078489471918,
          "bottom_quintile_jaccard": 0.3533190578158458,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1576,
          "spearman": 0.540602297040691,
          "bottom_quintile_jaccard": 0.3650107991360691,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1576,
          "spearman": 0.5253527150475918,
          "bottom_quintile_jaccard": 0.37093275488069416,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1576,
          "spearman": 0.9709794331265437,
          "bottom_quintile_jaccard": 0.8372093023255814,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1576,
          "spearman": 0.9346801287585057,
          "bottom_quintile_jaccard": 0.7315068493150685,
          "first_selected": 316,
          "second_selected": 316
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1576,
          "spearman": 0.9690144601443281,
          "bottom_quintile_jaccard": 0.8160919540229885,
          "first_selected": 316,
          "second_selected": 316
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8895554779754471
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.9330983585560524
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 24,
          "median_within_stratum_spearman": 0.7099645175926941
        }
      ]
    },
    {
      "date": "20210630",
      "quote_records": 4359,
      "input_quote_records": 4359,
      "all_metrics_available": 1601,
      "common_five": 1584,
      "stale_statements": 1,
      "no_common_report": 156,
      "minority_equity_present": 3116,
      "preferred_equity_present": 35,
      "preferred_equity_unknown": 4289,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3589,
          "nonpositive": 573,
          "missing_or_invalid": 197
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3166,
          "nonpositive": 856,
          "missing_or_invalid": 337
        },
        {
          "metric": "pb_parent",
          "available": 4321,
          "nonpositive": 37,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2210,
          "nonpositive": 49,
          "missing_or_invalid": 2100
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2170,
          "nonpositive": 87,
          "missing_or_invalid": 2102
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 871,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 871,
          "common_five": 267
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 872,
          "common_five": 324
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 860,
          "common_five": 401
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 792,
          "common_five": 430
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1584,
          "spearman": 0.9181714646492398,
          "bottom_quintile_jaccard": 0.7611111111111111,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1584,
          "spearman": 0.63612267825953,
          "bottom_quintile_jaccard": 0.387308533916849,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1584,
          "spearman": 0.6395422169380417,
          "bottom_quintile_jaccard": 0.4088888888888889,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1584,
          "spearman": 0.6220166520831499,
          "bottom_quintile_jaccard": 0.4088888888888889,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1584,
          "spearman": 0.5588613731350826,
          "bottom_quintile_jaccard": 0.39035087719298245,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1584,
          "spearman": 0.5661256981246136,
          "bottom_quintile_jaccard": 0.3934065934065934,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1584,
          "spearman": 0.5514479880410246,
          "bottom_quintile_jaccard": 0.3964757709251101,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1584,
          "spearman": 0.9724686608927747,
          "bottom_quintile_jaccard": 0.8376811594202899,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1584,
          "spearman": 0.937907976004711,
          "bottom_quintile_jaccard": 0.7562326869806094,
          "first_selected": 317,
          "second_selected": 317
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1584,
          "spearman": 0.9701384856325216,
          "bottom_quintile_jaccard": 0.8166189111747851,
          "first_selected": 317,
          "second_selected": 317
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.9007454557389818
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.9327209256932936
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 24,
          "median_within_stratum_spearman": 0.7276901658921615
        }
      ]
    },
    {
      "date": "20210730",
      "quote_records": 4407,
      "input_quote_records": 4407,
      "all_metrics_available": 1615,
      "common_five": 1601,
      "stale_statements": 3,
      "no_common_report": 149,
      "minority_equity_present": 3148,
      "preferred_equity_present": 35,
      "preferred_equity_unknown": 4337,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3633,
          "nonpositive": 574,
          "missing_or_invalid": 200
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3213,
          "nonpositive": 856,
          "missing_or_invalid": 338
        },
        {
          "metric": "pb_parent",
          "available": 4367,
          "nonpositive": 38,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2224,
          "nonpositive": 48,
          "missing_or_invalid": 2135
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2184,
          "nonpositive": 86,
          "missing_or_invalid": 2137
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 881,
          "common_five": 165
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 880,
          "common_five": 269
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 882,
          "common_five": 334
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 868,
          "common_five": 389
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 804,
          "common_five": 444
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1601,
          "spearman": 0.9221970174337976,
          "bottom_quintile_jaccard": 0.7445652173913043,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1601,
          "spearman": 0.6548949621475092,
          "bottom_quintile_jaccard": 0.43946188340807174,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1601,
          "spearman": 0.6551954678010167,
          "bottom_quintile_jaccard": 0.4590909090909091,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1601,
          "spearman": 0.6389099767334524,
          "bottom_quintile_jaccard": 0.44594594594594594,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1601,
          "spearman": 0.5761633318714711,
          "bottom_quintile_jaccard": 0.4048140043763676,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1601,
          "spearman": 0.5813057522295665,
          "bottom_quintile_jaccard": 0.4048140043763676,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1601,
          "spearman": 0.5676176575730082,
          "bottom_quintile_jaccard": 0.39565217391304347,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1601,
          "spearman": 0.9731584309039623,
          "bottom_quintile_jaccard": 0.8771929824561403,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1601,
          "spearman": 0.9409164741677669,
          "bottom_quintile_jaccard": 0.7883008356545961,
          "first_selected": 321,
          "second_selected": 321
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1601,
          "spearman": 0.9720282208510075,
          "bottom_quintile_jaccard": 0.8501440922190202,
          "first_selected": 321,
          "second_selected": 321
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8945570111306734
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9347511312217195
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7483937115516064
        }
      ]
    },
    {
      "date": "20210831",
      "quote_records": 4450,
      "input_quote_records": 4450,
      "all_metrics_available": 1672,
      "common_five": 1662,
      "stale_statements": 2,
      "no_common_report": 134,
      "minority_equity_present": 3172,
      "preferred_equity_present": 35,
      "preferred_equity_unknown": 4379,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3657,
          "nonpositive": 602,
          "missing_or_invalid": 191
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3496,
          "nonpositive": 898,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 4406,
          "nonpositive": 43,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2262,
          "nonpositive": 49,
          "missing_or_invalid": 2139
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2225,
          "nonpositive": 85,
          "missing_or_invalid": 2140
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 890,
          "common_five": 172
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 889,
          "common_five": 278
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 890,
          "common_five": 356
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 877,
          "common_five": 401
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 810,
          "common_five": 455
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1662,
          "spearman": 0.9203909484380082,
          "bottom_quintile_jaccard": 0.7807486631016043,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1662,
          "spearman": 0.6141357888518658,
          "bottom_quintile_jaccard": 0.45098039215686275,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1662,
          "spearman": 0.6118676849378321,
          "bottom_quintile_jaccard": 0.45414847161572053,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1662,
          "spearman": 0.5909868727385796,
          "bottom_quintile_jaccard": 0.4291845493562232,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1662,
          "spearman": 0.5403728652423696,
          "bottom_quintile_jaccard": 0.4140127388535032,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1662,
          "spearman": 0.5433311815303765,
          "bottom_quintile_jaccard": 0.40210526315789474,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1662,
          "spearman": 0.5214348601828858,
          "bottom_quintile_jaccard": 0.3875,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1662,
          "spearman": 0.9708983821563628,
          "bottom_quintile_jaccard": 0.886685552407932,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1662,
          "spearman": 0.932549233291299,
          "bottom_quintile_jaccard": 0.7903225806451613,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1662,
          "spearman": 0.966630080396522,
          "bottom_quintile_jaccard": 0.85,
          "first_selected": 333,
          "second_selected": 333
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9130152968628469
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9310344827586206
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7663795498749654
        }
      ]
    },
    {
      "date": "20210930",
      "quote_records": 4481,
      "input_quote_records": 4481,
      "all_metrics_available": 1678,
      "common_five": 1668,
      "stale_statements": 2,
      "no_common_report": 124,
      "minority_equity_present": 3181,
      "preferred_equity_present": 35,
      "preferred_equity_unknown": 4411,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3683,
          "nonpositive": 608,
          "missing_or_invalid": 190
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3525,
          "nonpositive": 912,
          "missing_or_invalid": 44
        },
        {
          "metric": "pb_parent",
          "available": 4435,
          "nonpositive": 45,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2268,
          "nonpositive": 50,
          "missing_or_invalid": 2163
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2230,
          "nonpositive": 86,
          "missing_or_invalid": 2165
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 81,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 896,
          "common_five": 179
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 896,
          "common_five": 268
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 895,
          "common_five": 360
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 883,
          "common_five": 407
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 816,
          "common_five": 454
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1668,
          "spearman": 0.9143754223249717,
          "bottom_quintile_jaccard": 0.7441253263707572,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1668,
          "spearman": 0.5895727668819889,
          "bottom_quintile_jaccard": 0.42127659574468085,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1668,
          "spearman": 0.588000154004485,
          "bottom_quintile_jaccard": 0.42430703624733473,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1668,
          "spearman": 0.5681550710925293,
          "bottom_quintile_jaccard": 0.4092827004219409,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1668,
          "spearman": 0.5112069932413252,
          "bottom_quintile_jaccard": 0.38589211618257263,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1668,
          "spearman": 0.5151150322393785,
          "bottom_quintile_jaccard": 0.3830227743271222,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1668,
          "spearman": 0.4938413132411704,
          "bottom_quintile_jaccard": 0.37731958762886597,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1668,
          "spearman": 0.9715963087862226,
          "bottom_quintile_jaccard": 0.850415512465374,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1668,
          "spearman": 0.9329007334985289,
          "bottom_quintile_jaccard": 0.7350649350649351,
          "first_selected": 334,
          "second_selected": 334
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1668,
          "spearman": 0.9667504399298386,
          "bottom_quintile_jaccard": 0.8201634877384196,
          "first_selected": 334,
          "second_selected": 334
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8794790488445354
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9258928714306289
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.7508160277581433
        }
      ]
    },
    {
      "date": "20211029",
      "quote_records": 4521,
      "input_quote_records": 4521,
      "all_metrics_available": 1647,
      "common_five": 1634,
      "stale_statements": 1,
      "no_common_report": 121,
      "minority_equity_present": 3211,
      "preferred_equity_present": 35,
      "preferred_equity_unknown": 4458,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3665,
          "nonpositive": 665,
          "missing_or_invalid": 191
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3358,
          "nonpositive": 944,
          "missing_or_invalid": 219
        },
        {
          "metric": "pb_parent",
          "available": 4474,
          "nonpositive": 47,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2298,
          "nonpositive": 50,
          "missing_or_invalid": 2173
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2260,
          "nonpositive": 85,
          "missing_or_invalid": 2176
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 82,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 904,
          "common_five": 164
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 904,
          "common_five": 267
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 902,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 893,
          "common_five": 403
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 823,
          "common_five": 458
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1634,
          "spearman": 0.9116154260705264,
          "bottom_quintile_jaccard": 0.7868852459016393,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1634,
          "spearman": 0.6124409281366676,
          "bottom_quintile_jaccard": 0.4279475982532751,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1634,
          "spearman": 0.6132327173685366,
          "bottom_quintile_jaccard": 0.4342105263157895,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1634,
          "spearman": 0.5931663964454154,
          "bottom_quintile_jaccard": 0.4217391304347826,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1634,
          "spearman": 0.5234063329363614,
          "bottom_quintile_jaccard": 0.39148936170212767,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1634,
          "spearman": 0.5303095725305254,
          "bottom_quintile_jaccard": 0.39148936170212767,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1634,
          "spearman": 0.510287181218892,
          "bottom_quintile_jaccard": 0.39148936170212767,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1634,
          "spearman": 0.9740150585570084,
          "bottom_quintile_jaccard": 0.8685714285714285,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1634,
          "spearman": 0.9388821956736624,
          "bottom_quintile_jaccard": 0.7486631016042781,
          "first_selected": 327,
          "second_selected": 327
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1634,
          "spearman": 0.9692307027512176,
          "bottom_quintile_jaccard": 0.8370786516853933,
          "first_selected": 327,
          "second_selected": 327
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8620689655172413
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9221674876847287
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.7783423667570009
        }
      ]
    },
    {
      "date": "20211130",
      "quote_records": 4630,
      "input_quote_records": 4630,
      "all_metrics_available": 1630,
      "common_five": 1621,
      "stale_statements": 0,
      "no_common_report": 44,
      "minority_equity_present": 3251,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4569,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3729,
          "nonpositive": 713,
          "missing_or_invalid": 188
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3332,
          "nonpositive": 982,
          "missing_or_invalid": 316
        },
        {
          "metric": "pb_parent",
          "available": 4580,
          "nonpositive": 50,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2333,
          "nonpositive": 49,
          "missing_or_invalid": 2248
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2297,
          "nonpositive": 83,
          "missing_or_invalid": 2250
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 926,
          "common_five": 159
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 926,
          "common_five": 261
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 923,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 913,
          "common_five": 398
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 849,
          "common_five": 463
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1621,
          "spearman": 0.9217015972144239,
          "bottom_quintile_jaccard": 0.8207282913165266,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1621,
          "spearman": 0.6369852321001739,
          "bottom_quintile_jaccard": 0.44124168514412415,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1621,
          "spearman": 0.6389947271205757,
          "bottom_quintile_jaccard": 0.44766146993318484,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1621,
          "spearman": 0.6141117159761119,
          "bottom_quintile_jaccard": 0.4444444444444444,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1621,
          "spearman": 0.5528388032851449,
          "bottom_quintile_jaccard": 0.41304347826086957,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1621,
          "spearman": 0.5571876056322853,
          "bottom_quintile_jaccard": 0.40997830802603036,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1621,
          "spearman": 0.5344482462920777,
          "bottom_quintile_jaccard": 0.4038876889848812,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1621,
          "spearman": 0.975791626834748,
          "bottom_quintile_jaccard": 0.8624641833810889,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1621,
          "spearman": 0.9361236303770067,
          "bottom_quintile_jaccard": 0.7567567567567568,
          "first_selected": 325,
          "second_selected": 325
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1621,
          "spearman": 0.9646834625988463,
          "bottom_quintile_jaccard": 0.8413597733711048,
          "first_selected": 325,
          "second_selected": 325
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9028306302350613
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9280391522563064
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8486008365563804
        }
      ]
    },
    {
      "date": "20211231",
      "quote_records": 4669,
      "input_quote_records": 4669,
      "all_metrics_available": 1636,
      "common_five": 1629,
      "stale_statements": 0,
      "no_common_report": 36,
      "minority_equity_present": 3264,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4607,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3767,
          "nonpositive": 716,
          "missing_or_invalid": 186
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3371,
          "nonpositive": 979,
          "missing_or_invalid": 319
        },
        {
          "metric": "pb_parent",
          "available": 4621,
          "nonpositive": 48,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2338,
          "nonpositive": 48,
          "missing_or_invalid": 2283
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2303,
          "nonpositive": 81,
          "missing_or_invalid": 2285
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 3,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 933,
          "common_five": 164
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 934,
          "common_five": 262
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 931,
          "common_five": 338
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 921,
          "common_five": 394
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 855,
          "common_five": 471
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1629,
          "spearman": 0.9195730257217738,
          "bottom_quintile_jaccard": 0.8011049723756906,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1629,
          "spearman": 0.6178878123748986,
          "bottom_quintile_jaccard": 0.42669584245076586,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1629,
          "spearman": 0.6219613275241282,
          "bottom_quintile_jaccard": 0.432967032967033,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1629,
          "spearman": 0.5969989498104301,
          "bottom_quintile_jaccard": 0.4298245614035088,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1629,
          "spearman": 0.5308452002546878,
          "bottom_quintile_jaccard": 0.39316239316239315,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1629,
          "spearman": 0.53769182003492,
          "bottom_quintile_jaccard": 0.3961456102783726,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1629,
          "spearman": 0.5148397123190427,
          "bottom_quintile_jaccard": 0.3961456102783726,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1629,
          "spearman": 0.9746693092645269,
          "bottom_quintile_jaccard": 0.8789625360230547,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1629,
          "spearman": 0.933114013243526,
          "bottom_quintile_jaccard": 0.7526881720430108,
          "first_selected": 326,
          "second_selected": 326
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1629,
          "spearman": 0.9633719198441457,
          "bottom_quintile_jaccard": 0.8314606741573034,
          "first_selected": 326,
          "second_selected": 326
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8929191535539881
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9322063709204612
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.8445623544680686
        }
      ]
    },
    {
      "date": "20220128",
      "quote_records": 4705,
      "input_quote_records": 4705,
      "all_metrics_available": 1642,
      "common_five": 1636,
      "stale_statements": 0,
      "no_common_report": 31,
      "minority_equity_present": 3282,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4643,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3795,
          "nonpositive": 725,
          "missing_or_invalid": 185
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3398,
          "nonpositive": 984,
          "missing_or_invalid": 323
        },
        {
          "metric": "pb_parent",
          "available": 4655,
          "nonpositive": 50,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2346,
          "nonpositive": 49,
          "missing_or_invalid": 2310
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2310,
          "nonpositive": 83,
          "missing_or_invalid": 2312
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 83,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 941,
          "common_five": 158
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 941,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 940,
          "common_five": 336
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 929,
          "common_five": 398
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 858,
          "common_five": 469
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1636,
          "spearman": 0.9178974109776904,
          "bottom_quintile_jaccard": 0.8021978021978022,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1636,
          "spearman": 0.5984496267451069,
          "bottom_quintile_jaccard": 0.4168466522678186,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1636,
          "spearman": 0.6029398193333905,
          "bottom_quintile_jaccard": 0.43231441048034935,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1636,
          "spearman": 0.577030082431727,
          "bottom_quintile_jaccard": 0.410752688172043,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1636,
          "spearman": 0.5097036367957575,
          "bottom_quintile_jaccard": 0.38105263157894737,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1636,
          "spearman": 0.5169598981431078,
          "bottom_quintile_jaccard": 0.39278131634819535,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1636,
          "spearman": 0.49367830557519543,
          "bottom_quintile_jaccard": 0.38105263157894737,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1636,
          "spearman": 0.9732625932234577,
          "bottom_quintile_jaccard": 0.8583569405099151,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1636,
          "spearman": 0.9300090242689752,
          "bottom_quintile_jaccard": 0.7446808510638298,
          "first_selected": 328,
          "second_selected": 328
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1636,
          "spearman": 0.9619511789272359,
          "bottom_quintile_jaccard": 0.8375350140056023,
          "first_selected": 328,
          "second_selected": 328
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8977848101265824
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9309152872444012
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.8189773924317317
        }
      ]
    },
    {
      "date": "20220228",
      "quote_records": 4724,
      "input_quote_records": 4724,
      "all_metrics_available": 1650,
      "common_five": 1643,
      "stale_statements": 0,
      "no_common_report": 32,
      "minority_equity_present": 3288,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4662,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3820,
          "nonpositive": 726,
          "missing_or_invalid": 178
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3417,
          "nonpositive": 982,
          "missing_or_invalid": 325
        },
        {
          "metric": "pb_parent",
          "available": 4676,
          "nonpositive": 48,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2352,
          "nonpositive": 48,
          "missing_or_invalid": 2324
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2316,
          "nonpositive": 82,
          "missing_or_invalid": 2326
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 82,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 944,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 944,
          "common_five": 270
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 945,
          "common_five": 335
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 932,
          "common_five": 407
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 863,
          "common_five": 469
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1643,
          "spearman": 0.9165921827613035,
          "bottom_quintile_jaccard": 0.7735849056603774,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1643,
          "spearman": 0.5950227779239098,
          "bottom_quintile_jaccard": 0.3970276008492569,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1643,
          "spearman": 0.5985684409411339,
          "bottom_quintile_jaccard": 0.4089935760171306,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1643,
          "spearman": 0.5740722202402041,
          "bottom_quintile_jaccard": 0.3970276008492569,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1643,
          "spearman": 0.5043693297555663,
          "bottom_quintile_jaccard": 0.359504132231405,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1643,
          "spearman": 0.5114970654790378,
          "bottom_quintile_jaccard": 0.37083333333333335,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1643,
          "spearman": 0.4901628356580099,
          "bottom_quintile_jaccard": 0.36231884057971014,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1643,
          "spearman": 0.9729751876789668,
          "bottom_quintile_jaccard": 0.8535211267605634,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1643,
          "spearman": 0.9308401569021396,
          "bottom_quintile_jaccard": 0.7688172043010753,
          "first_selected": 329,
          "second_selected": 329
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1643,
          "spearman": 0.9628521361200237,
          "bottom_quintile_jaccard": 0.848314606741573,
          "first_selected": 329,
          "second_selected": 329
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8963243479747448
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9223488370390436
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.8060388014637563
        }
      ]
    },
    {
      "date": "20220331",
      "quote_records": 4756,
      "input_quote_records": 4756,
      "all_metrics_available": 1661,
      "common_five": 1650,
      "stale_statements": 0,
      "no_common_report": 105,
      "minority_equity_present": 3298,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4692,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3878,
          "nonpositive": 713,
          "missing_or_invalid": 165
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3492,
          "nonpositive": 974,
          "missing_or_invalid": 290
        },
        {
          "metric": "pb_parent",
          "available": 4713,
          "nonpositive": 43,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2349,
          "nonpositive": 49,
          "missing_or_invalid": 2358
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2309,
          "nonpositive": 87,
          "missing_or_invalid": 2360
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 2,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 82,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 951,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 950,
          "common_five": 268
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 951,
          "common_five": 329
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 939,
          "common_five": 415
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 870,
          "common_five": 476
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1650,
          "spearman": 0.9214648973360868,
          "bottom_quintile_jaccard": 0.7789757412398922,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1650,
          "spearman": 0.5656960402465743,
          "bottom_quintile_jaccard": 0.3894736842105263,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1650,
          "spearman": 0.5708435008635863,
          "bottom_quintile_jaccard": 0.3924050632911392,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1650,
          "spearman": 0.5495923221470651,
          "bottom_quintile_jaccard": 0.3924050632911392,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1650,
          "spearman": 0.47323610800656585,
          "bottom_quintile_jaccard": 0.35802469135802467,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1650,
          "spearman": 0.48072495491121126,
          "bottom_quintile_jaccard": 0.36929460580912865,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1650,
          "spearman": 0.46054151446292074,
          "bottom_quintile_jaccard": 0.36363636363636365,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1650,
          "spearman": 0.9707666335174433,
          "bottom_quintile_jaccard": 0.8333333333333334,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1650,
          "spearman": 0.9254861707109883,
          "bottom_quintile_jaccard": 0.7098445595854922,
          "first_selected": 330,
          "second_selected": 330
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1650,
          "spearman": 0.9607703015912556,
          "bottom_quintile_jaccard": 0.8082191780821918,
          "first_selected": 330,
          "second_selected": 330
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9006815968841286
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9331496033163402
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.7914082503556188
        }
      ]
    },
    {
      "date": "20220429",
      "quote_records": 4767,
      "input_quote_records": 4767,
      "all_metrics_available": 1709,
      "common_five": 1697,
      "stale_statements": 1,
      "no_common_report": 129,
      "minority_equity_present": 3339,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4690,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3875,
          "nonpositive": 727,
          "missing_or_invalid": 165
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3547,
          "nonpositive": 998,
          "missing_or_invalid": 222
        },
        {
          "metric": "pb_parent",
          "available": 4730,
          "nonpositive": 37,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2357,
          "nonpositive": 38,
          "missing_or_invalid": 2372
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2311,
          "nonpositive": 81,
          "missing_or_invalid": 2375
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 1,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 84,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 952,
          "common_five": 165
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 953,
          "common_five": 291
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 953,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 943,
          "common_five": 419
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 870,
          "common_five": 482
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1697,
          "spearman": 0.9116012417813727,
          "bottom_quintile_jaccard": 0.7754569190600522,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.4743912355333501,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.48181898224787734,
          "bottom_quintile_jaccard": 0.35728542914171657,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.4548122244866563,
          "bottom_quintile_jaccard": 0.3438735177865613,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.37249311436674487,
          "bottom_quintile_jaccard": 0.31021194605009633,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.38439125094146825,
          "bottom_quintile_jaccard": 0.3255360623781676,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.3556355403997513,
          "bottom_quintile_jaccard": 0.3076923076923077,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.9718861781561884,
          "bottom_quintile_jaccard": 0.8279569892473119,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9213841371606372,
          "bottom_quintile_jaccard": 0.7085427135678392,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9550569993252165,
          "bottom_quintile_jaccard": 0.8037135278514589,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.8778938208513382
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 24,
          "median_within_stratum_spearman": 0.9185289091097608
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 24,
          "median_within_stratum_spearman": 0.5257688810109702
        }
      ]
    },
    {
      "date": "20220531",
      "quote_records": 4779,
      "input_quote_records": 4779,
      "all_metrics_available": 1663,
      "common_five": 1657,
      "stale_statements": 1,
      "no_common_report": 104,
      "minority_equity_present": 3344,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4695,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3814,
          "nonpositive": 792,
          "missing_or_invalid": 173
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3463,
          "nonpositive": 1039,
          "missing_or_invalid": 277
        },
        {
          "metric": "pb_parent",
          "available": 4748,
          "nonpositive": 31,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2353,
          "nonpositive": 35,
          "missing_or_invalid": 2391
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2304,
          "nonpositive": 80,
          "missing_or_invalid": 2395
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 1,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 81,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 954,
          "common_five": 173
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 956,
          "common_five": 273
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 955,
          "common_five": 333
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 943,
          "common_five": 396
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 875,
          "common_five": 482
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1657,
          "spearman": 0.9176282937149541,
          "bottom_quintile_jaccard": 0.7801608579088471,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.4682052736366088,
          "bottom_quintile_jaccard": 0.3551020408163265,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.47219380018334295,
          "bottom_quintile_jaccard": 0.371900826446281,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.4474512083118369,
          "bottom_quintile_jaccard": 0.34959349593495936,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.3683614022118677,
          "bottom_quintile_jaccard": 0.31746031746031744,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.3770357418190393,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.3517915571190225,
          "bottom_quintile_jaccard": 0.32270916334661354,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.9749031585890026,
          "bottom_quintile_jaccard": 0.8444444444444444,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.9274550771875723,
          "bottom_quintile_jaccard": 0.7202072538860104,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.9587788144843422,
          "bottom_quintile_jaccard": 0.7994579945799458,
          "first_selected": 332,
          "second_selected": 332
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.877272395299282
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9027254435705141
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.6096242002588232
        }
      ]
    },
    {
      "date": "20220630",
      "quote_records": 4806,
      "input_quote_records": 4806,
      "all_metrics_available": 1669,
      "common_five": 1663,
      "stale_statements": 0,
      "no_common_report": 100,
      "minority_equity_present": 3356,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4722,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3850,
          "nonpositive": 790,
          "missing_or_invalid": 166
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3494,
          "nonpositive": 1032,
          "missing_or_invalid": 280
        },
        {
          "metric": "pb_parent",
          "available": 4776,
          "nonpositive": 30,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2358,
          "nonpositive": 37,
          "missing_or_invalid": 2411
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2309,
          "nonpositive": 82,
          "missing_or_invalid": 2415
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 14,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 961,
          "common_five": 173
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 961,
          "common_five": 280
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 960,
          "common_five": 325
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 947,
          "common_five": 398
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 882,
          "common_five": 487
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1663,
          "spearman": 0.9185760628376389,
          "bottom_quintile_jaccard": 0.776,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1663,
          "spearman": 0.5079966646752637,
          "bottom_quintile_jaccard": 0.39330543933054396,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1663,
          "spearman": 0.5109832954932771,
          "bottom_quintile_jaccard": 0.4080338266384778,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1663,
          "spearman": 0.48535789187131295,
          "bottom_quintile_jaccard": 0.3817427385892116,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1663,
          "spearman": 0.40713489343897447,
          "bottom_quintile_jaccard": 0.3481781376518219,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1663,
          "spearman": 0.4143441671384734,
          "bottom_quintile_jaccard": 0.3675564681724846,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1663,
          "spearman": 0.3882472631492725,
          "bottom_quintile_jaccard": 0.34274193548387094,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1663,
          "spearman": 0.9772147476233869,
          "bottom_quintile_jaccard": 0.8551532033426184,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1663,
          "spearman": 0.9327655473908297,
          "bottom_quintile_jaccard": 0.712082262210797,
          "first_selected": 333,
          "second_selected": 333
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1663,
          "spearman": 0.9614074361106506,
          "bottom_quintile_jaccard": 0.7951482479784366,
          "first_selected": 333,
          "second_selected": 333
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.8830117251169881
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 23,
          "median_within_stratum_spearman": 0.9286362457868811
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 23,
          "median_within_stratum_spearman": 0.6174155145929339
        }
      ]
    },
    {
      "date": "20220729",
      "quote_records": 4837,
      "input_quote_records": 4837,
      "all_metrics_available": 1677,
      "common_five": 1672,
      "stale_statements": 0,
      "no_common_report": 99,
      "minority_equity_present": 3363,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4751,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3885,
          "nonpositive": 792,
          "missing_or_invalid": 160
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3522,
          "nonpositive": 1030,
          "missing_or_invalid": 285
        },
        {
          "metric": "pb_parent",
          "available": 4810,
          "nonpositive": 27,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2366,
          "nonpositive": 36,
          "missing_or_invalid": 2435
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2318,
          "nonpositive": 80,
          "missing_or_invalid": 2439
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 967,
          "common_five": 170
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 967,
          "common_five": 277
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 966,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 954,
          "common_five": 407
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 888,
          "common_five": 478
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1672,
          "spearman": 0.9232002016030599,
          "bottom_quintile_jaccard": 0.7866666666666666,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1672,
          "spearman": 0.5188351569904436,
          "bottom_quintile_jaccard": 0.3900414937759336,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1672,
          "spearman": 0.5223788734893754,
          "bottom_quintile_jaccard": 0.4194915254237288,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1672,
          "spearman": 0.49906557502919363,
          "bottom_quintile_jaccard": 0.3987473903966597,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1672,
          "spearman": 0.42336121281821204,
          "bottom_quintile_jaccard": 0.3562753036437247,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1672,
          "spearman": 0.4302153420305931,
          "bottom_quintile_jaccard": 0.3786008230452675,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1672,
          "spearman": 0.40598356972801236,
          "bottom_quintile_jaccard": 0.3673469387755102,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1672,
          "spearman": 0.9779293042625853,
          "bottom_quintile_jaccard": 0.8457300275482094,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1672,
          "spearman": 0.9359203847622946,
          "bottom_quintile_jaccard": 0.7135549872122762,
          "first_selected": 335,
          "second_selected": 335
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1672,
          "spearman": 0.9632537424034541,
          "bottom_quintile_jaccard": 0.8059299191374663,
          "first_selected": 335,
          "second_selected": 335
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.8979972658920028
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9248854152147241
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.6841130362664407
        }
      ]
    },
    {
      "date": "20220831",
      "quote_records": 4899,
      "input_quote_records": 4899,
      "all_metrics_available": 1703,
      "common_five": 1697,
      "stale_statements": 8,
      "no_common_report": 116,
      "minority_equity_present": 3422,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4784,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3728,
          "nonpositive": 899,
          "missing_or_invalid": 272
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3706,
          "nonpositive": 1156,
          "missing_or_invalid": 37
        },
        {
          "metric": "pb_parent",
          "available": 4866,
          "nonpositive": 27,
          "missing_or_invalid": 6
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2445,
          "nonpositive": 37,
          "missing_or_invalid": 2417
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2393,
          "nonpositive": 86,
          "missing_or_invalid": 2420
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 14,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 82,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 979,
          "common_five": 177
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 980,
          "common_five": 288
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 979,
          "common_five": 337
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 966,
          "common_five": 402
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 898,
          "common_five": 493
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1697,
          "spearman": 0.9302848926059382,
          "bottom_quintile_jaccard": 0.7894736842105263,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.47868175433690496,
          "bottom_quintile_jaccard": 0.35728542914171657,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.4863600849347039,
          "bottom_quintile_jaccard": 0.3682092555331992,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.4606917438434853,
          "bottom_quintile_jaccard": 0.3627254509018036,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.38907437596246647,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.4030516042002629,
          "bottom_quintile_jaccard": 0.34122287968441817,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.37710637861163143,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.9771903522417974,
          "bottom_quintile_jaccard": 0.8478260869565217,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9329133309497609,
          "bottom_quintile_jaccard": 0.6915422885572139,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9611046697469684,
          "bottom_quintile_jaccard": 0.7662337662337663,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.900204081632653
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9365272121436503
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.7051876476248797
        }
      ]
    },
    {
      "date": "20220930",
      "quote_records": 4937,
      "input_quote_records": 4937,
      "all_metrics_available": 1701,
      "common_five": 1697,
      "stale_statements": 1,
      "no_common_report": 107,
      "minority_equity_present": 3429,
      "preferred_equity_present": 31,
      "preferred_equity_unknown": 4819,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3710,
          "nonpositive": 916,
          "missing_or_invalid": 311
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3748,
          "nonpositive": 1174,
          "missing_or_invalid": 15
        },
        {
          "metric": "pb_parent",
          "available": 4904,
          "nonpositive": 32,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2459,
          "nonpositive": 38,
          "missing_or_invalid": 2440
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2407,
          "nonpositive": 87,
          "missing_or_invalid": 2443
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 83,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 987,
          "common_five": 181
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 987,
          "common_five": 288
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 986,
          "common_five": 326
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 975,
          "common_five": 411
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 905,
          "common_five": 491
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1697,
          "spearman": 0.934104266760222,
          "bottom_quintile_jaccard": 0.8328840970350404,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.4651517273921578,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.4729546488929093,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.4482644175987008,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.37635787064693266,
          "bottom_quintile_jaccard": 0.31021194605009633,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.3893320930064215,
          "bottom_quintile_jaccard": 0.3127413127413127,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.3668140331419046,
          "bottom_quintile_jaccard": 0.30518234165067176,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.9770095505593734,
          "bottom_quintile_jaccard": 0.8579234972677595,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9337153658575709,
          "bottom_quintile_jaccard": 0.7085427135678392,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9620551750715506,
          "bottom_quintile_jaccard": 0.7894736842105263,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9018064436678839
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9372610481799888
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7211077063218301
        }
      ]
    },
    {
      "date": "20221031",
      "quote_records": 4966,
      "input_quote_records": 4966,
      "all_metrics_available": 1700,
      "common_five": 1696,
      "stale_statements": 1,
      "no_common_report": 110,
      "minority_equity_present": 3461,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4844,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3825,
          "nonpositive": 980,
          "missing_or_invalid": 161
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3534,
          "nonpositive": 1222,
          "missing_or_invalid": 210
        },
        {
          "metric": "pb_parent",
          "available": 4928,
          "nonpositive": 37,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2502,
          "nonpositive": 41,
          "missing_or_invalid": 2423
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2455,
          "nonpositive": 85,
          "missing_or_invalid": 2426
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 83,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 993,
          "common_five": 167
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 993,
          "common_five": 282
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 991,
          "common_five": 343
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 981,
          "common_five": 404
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 911,
          "common_five": 500
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1696,
          "spearman": 0.9301874172702344,
          "bottom_quintile_jaccard": 0.8181818181818182,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1696,
          "spearman": 0.4994479240956779,
          "bottom_quintile_jaccard": 0.3545816733067729,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.5048029095189576,
          "bottom_quintile_jaccard": 0.3627254509018036,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.47476585126499077,
          "bottom_quintile_jaccard": 0.34122287968441817,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1696,
          "spearman": 0.42138414315139544,
          "bottom_quintile_jaccard": 0.32038834951456313,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.43045919511647796,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.4056536022750283,
          "bottom_quintile_jaccard": 0.32038834951456313,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.9791765555393793,
          "bottom_quintile_jaccard": 0.863013698630137,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.9344660284358315,
          "bottom_quintile_jaccard": 0.7391304347826086,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.9601210252091033,
          "bottom_quintile_jaccard": 0.8037135278514589,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9070085470085469
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9269102990033222
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8320099924077294
        }
      ]
    },
    {
      "date": "20221130",
      "quote_records": 5007,
      "input_quote_records": 5007,
      "all_metrics_available": 1699,
      "common_five": 1695,
      "stale_statements": 1,
      "no_common_report": 111,
      "minority_equity_present": 3479,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4884,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3861,
          "nonpositive": 997,
          "missing_or_invalid": 149
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3533,
          "nonpositive": 1242,
          "missing_or_invalid": 232
        },
        {
          "metric": "pb_parent",
          "available": 4968,
          "nonpositive": 38,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2513,
          "nonpositive": 41,
          "missing_or_invalid": 2453
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2467,
          "nonpositive": 84,
          "missing_or_invalid": 2456
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 86,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1001,
          "common_five": 166
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1001,
          "common_five": 284
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1000,
          "common_five": 336
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 992,
          "common_five": 405
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 916,
          "common_five": 504
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1695,
          "spearman": 0.9282095218745798,
          "bottom_quintile_jaccard": 0.8031914893617021,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1695,
          "spearman": 0.4847852402328132,
          "bottom_quintile_jaccard": 0.3346456692913386,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1695,
          "spearman": 0.49086096486176667,
          "bottom_quintile_jaccard": 0.3425742574257426,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1695,
          "spearman": 0.45818732840464715,
          "bottom_quintile_jaccard": 0.3346456692913386,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1695,
          "spearman": 0.41084210935667836,
          "bottom_quintile_jaccard": 0.3063583815028902,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1695,
          "spearman": 0.42013925793822915,
          "bottom_quintile_jaccard": 0.31650485436893205,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1695,
          "spearman": 0.3927489128937647,
          "bottom_quintile_jaccard": 0.31650485436893205,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1695,
          "spearman": 0.9793186736428714,
          "bottom_quintile_jaccard": 0.8626373626373627,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1695,
          "spearman": 0.9310739256857195,
          "bottom_quintile_jaccard": 0.7340153452685422,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1695,
          "spearman": 0.9563174383707761,
          "bottom_quintile_jaccard": 0.7984084880636605,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9078844652615146
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9205037151979946
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.786923076923077
        }
      ]
    },
    {
      "date": "20221230",
      "quote_records": 5061,
      "input_quote_records": 5061,
      "all_metrics_available": 1700,
      "common_five": 1697,
      "stale_statements": 1,
      "no_common_report": 106,
      "minority_equity_present": 3494,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4938,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3920,
          "nonpositive": 997,
          "missing_or_invalid": 144
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3562,
          "nonpositive": 1239,
          "missing_or_invalid": 260
        },
        {
          "metric": "pb_parent",
          "available": 5021,
          "nonpositive": 39,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2515,
          "nonpositive": 41,
          "missing_or_invalid": 2505
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2469,
          "nonpositive": 84,
          "missing_or_invalid": 2508
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1012,
          "common_five": 165
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1012,
          "common_five": 279
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1010,
          "common_five": 350
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1003,
          "common_five": 402
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 926,
          "common_five": 501
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1697,
          "spearman": 0.9296297492431898,
          "bottom_quintile_jaccard": 0.8378378378378378,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.4972074197713252,
          "bottom_quintile_jaccard": 0.33595284872298625,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.503632349679274,
          "bottom_quintile_jaccard": 0.3438735177865613,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.4714069445518119,
          "bottom_quintile_jaccard": 0.33595284872298625,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1697,
          "spearman": 0.4245464348779047,
          "bottom_quintile_jaccard": 0.3076923076923077,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.43340066885597406,
          "bottom_quintile_jaccard": 0.3178294573643411,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.4064370562811105,
          "bottom_quintile_jaccard": 0.3178294573643411,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1697,
          "spearman": 0.9797250208299648,
          "bottom_quintile_jaccard": 0.8836565096952909,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9335230136113413,
          "bottom_quintile_jaccard": 0.7435897435897436,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1697,
          "spearman": 0.9576723647094941,
          "bottom_quintile_jaccard": 0.8037135278514589,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9044792833146696
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9342141005062352
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8127187694744873
        }
      ]
    },
    {
      "date": "20230131",
      "quote_records": 5065,
      "input_quote_records": 5065,
      "all_metrics_available": 1699,
      "common_five": 1696,
      "stale_statements": 1,
      "no_common_report": 103,
      "minority_equity_present": 3493,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4942,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3922,
          "nonpositive": 995,
          "missing_or_invalid": 148
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3569,
          "nonpositive": 1234,
          "missing_or_invalid": 262
        },
        {
          "metric": "pb_parent",
          "available": 5025,
          "nonpositive": 39,
          "missing_or_invalid": 1
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2510,
          "nonpositive": 41,
          "missing_or_invalid": 2514
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2464,
          "nonpositive": 84,
          "missing_or_invalid": 2517
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 84,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1013,
          "common_five": 163
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1013,
          "common_five": 283
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1011,
          "common_five": 334
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1001,
          "common_five": 409
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 929,
          "common_five": 507
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1696,
          "spearman": 0.928472760855125,
          "bottom_quintile_jaccard": 0.8230563002680965,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1696,
          "spearman": 0.5063645902382614,
          "bottom_quintile_jaccard": 0.3492063492063492,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.5110344928184485,
          "bottom_quintile_jaccard": 0.36,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.4792298845270543,
          "bottom_quintile_jaccard": 0.34122287968441817,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1696,
          "spearman": 0.43017338652585724,
          "bottom_quintile_jaccard": 0.3178294573643411,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.4376452808345451,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.41087757087168153,
          "bottom_quintile_jaccard": 0.3178294573643411,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1696,
          "spearman": 0.9805363038877108,
          "bottom_quintile_jaccard": 0.8681318681318682,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.9358323150486163,
          "bottom_quintile_jaccard": 0.7302798982188295,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1696,
          "spearman": 0.9595464548883718,
          "bottom_quintile_jaccard": 0.8133333333333334,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9086123346772141
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9301232047823867
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8078260869565217
        }
      ]
    },
    {
      "date": "20230228",
      "quote_records": 5093,
      "input_quote_records": 5093,
      "all_metrics_available": 1701,
      "common_five": 1698,
      "stale_statements": 2,
      "no_common_report": 108,
      "minority_equity_present": 3512,
      "preferred_equity_present": 32,
      "preferred_equity_unknown": 4969,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3935,
          "nonpositive": 996,
          "missing_or_invalid": 162
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3583,
          "nonpositive": 1238,
          "missing_or_invalid": 272
        },
        {
          "metric": "pb_parent",
          "available": 5055,
          "nonpositive": 36,
          "missing_or_invalid": 2
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2523,
          "nonpositive": 41,
          "missing_or_invalid": 2529
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2477,
          "nonpositive": 84,
          "missing_or_invalid": 2532
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 85,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1018,
          "common_five": 159
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1019,
          "common_five": 288
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1016,
          "common_five": 330
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1007,
          "common_five": 412
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 934,
          "common_five": 509
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1698,
          "spearman": 0.9286587984509495,
          "bottom_quintile_jaccard": 0.8279569892473119,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.5048024818413084,
          "bottom_quintile_jaccard": 0.3492063492063492,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.5106213416594222,
          "bottom_quintile_jaccard": 0.3654618473895582,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.478438192796692,
          "bottom_quintile_jaccard": 0.3492063492063492,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.4273976298993583,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.4358987172158141,
          "bottom_quintile_jaccard": 0.3465346534653465,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.40932307606540375,
          "bottom_quintile_jaccard": 0.34122287968441817,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.9801574306258883,
          "bottom_quintile_jaccard": 0.8732782369146006,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9348332183682722,
          "bottom_quintile_jaccard": 0.7346938775510204,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9591414092411124,
          "bottom_quintile_jaccard": 0.8037135278514589,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9145952075437914
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.926468979100558
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8450611040876529
        }
      ]
    },
    {
      "date": "20230331",
      "quote_records": 5127,
      "input_quote_records": 5127,
      "all_metrics_available": 1735,
      "common_five": 1731,
      "stale_statements": 0,
      "no_common_report": 105,
      "minority_equity_present": 3520,
      "preferred_equity_present": 30,
      "preferred_equity_unknown": 5004,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 4000,
          "nonpositive": 996,
          "missing_or_invalid": 131
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3655,
          "nonpositive": 1227,
          "missing_or_invalid": 245
        },
        {
          "metric": "pb_parent",
          "available": 5092,
          "nonpositive": 35,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2532,
          "nonpositive": 37,
          "missing_or_invalid": 2558
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2485,
          "nonpositive": 81,
          "missing_or_invalid": 2561
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 84,
          "common_five": 16
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1025,
          "common_five": 169
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1025,
          "common_five": 284
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1024,
          "common_five": 322
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1012,
          "common_five": 421
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 942,
          "common_five": 519
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1731,
          "spearman": 0.9277059330285574,
          "bottom_quintile_jaccard": 0.8167539267015707,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1731,
          "spearman": 0.5261811917306358,
          "bottom_quintile_jaccard": 0.35812133072407043,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.5333576912527439,
          "bottom_quintile_jaccard": 0.3715415019762846,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.5016803166602172,
          "bottom_quintile_jaccard": 0.36345776031434185,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1731,
          "spearman": 0.4414557316736169,
          "bottom_quintile_jaccard": 0.32950191570881227,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.45097981906200996,
          "bottom_quintile_jaccard": 0.33976833976833976,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.42546941175451103,
          "bottom_quintile_jaccard": 0.3346153846153846,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.9806279036017519,
          "bottom_quintile_jaccard": 0.8706199460916442,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.9370467500995915,
          "bottom_quintile_jaccard": 0.7481108312342569,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.9605183555244239,
          "bottom_quintile_jaccard": 0.8311345646437994,
          "first_selected": 347,
          "second_selected": 347
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9084855240218355
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9382841508696502
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.8338488331985683
        }
      ]
    },
    {
      "date": "20230428",
      "quote_records": 5131,
      "input_quote_records": 5131,
      "all_metrics_available": 1742,
      "common_five": 1737,
      "stale_statements": 24,
      "no_common_report": 74,
      "minority_equity_present": 3522,
      "preferred_equity_present": 27,
      "preferred_equity_unknown": 4996,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3889,
          "nonpositive": 1012,
          "missing_or_invalid": 230
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3701,
          "nonpositive": 1265,
          "missing_or_invalid": 165
        },
        {
          "metric": "pb_parent",
          "available": 5080,
          "nonpositive": 27,
          "missing_or_invalid": 24
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2504,
          "nonpositive": 31,
          "missing_or_invalid": 2596
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2448,
          "nonpositive": 84,
          "missing_or_invalid": 2599
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 1
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 85,
          "common_five": 27
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1026,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1026,
          "common_five": 284
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1025,
          "common_five": 330
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1013,
          "common_five": 426
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 942,
          "common_five": 507
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1737,
          "spearman": 0.9406851294349063,
          "bottom_quintile_jaccard": 0.8364116094986808,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1737,
          "spearman": 0.49598156552885464,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1737,
          "spearman": 0.5012805629582288,
          "bottom_quintile_jaccard": 0.3488372093023256,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1737,
          "spearman": 0.4662608676368769,
          "bottom_quintile_jaccard": 0.32571428571428573,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1737,
          "spearman": 0.41964620003865394,
          "bottom_quintile_jaccard": 0.3058161350844278,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1737,
          "spearman": 0.4296387569106756,
          "bottom_quintile_jaccard": 0.3231939163498099,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1737,
          "spearman": 0.4019030656383003,
          "bottom_quintile_jaccard": 0.3082706766917293,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1737,
          "spearman": 0.9795583119736544,
          "bottom_quintile_jaccard": 0.8913043478260869,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1737,
          "spearman": 0.9317828926114343,
          "bottom_quintile_jaccard": 0.7487437185929648,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1737,
          "spearman": 0.956910043638756,
          "bottom_quintile_jaccard": 0.7938144329896907,
          "first_selected": 348,
          "second_selected": 348
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9299142778052578
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.93907835770039
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.5859461907318338
        }
      ]
    },
    {
      "date": "20230531",
      "quote_records": 5164,
      "input_quote_records": 5164,
      "all_metrics_available": 1662,
      "common_five": 1657,
      "stale_statements": 0,
      "no_common_report": 115,
      "minority_equity_present": 3540,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5023,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3688,
          "nonpositive": 1059,
          "missing_or_invalid": 417
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3637,
          "nonpositive": 1347,
          "missing_or_invalid": 180
        },
        {
          "metric": "pb_parent",
          "available": 5131,
          "nonpositive": 33,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2508,
          "nonpositive": 37,
          "missing_or_invalid": 2619
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2456,
          "nonpositive": 85,
          "missing_or_invalid": 2623
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 85,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1032,
          "common_five": 144
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1033,
          "common_five": 262
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1031,
          "common_five": 324
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1021,
          "common_five": 428
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 948,
          "common_five": 499
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1657,
          "spearman": 0.9359642141127568,
          "bottom_quintile_jaccard": 0.8191780821917808,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.49796005363383283,
          "bottom_quintile_jaccard": 0.3414141414141414,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.5009451465863222,
          "bottom_quintile_jaccard": 0.34685598377281945,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.46146128620823934,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.42332907406637243,
          "bottom_quintile_jaccard": 0.3096646942800789,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.4303113819189313,
          "bottom_quintile_jaccard": 0.32007952286282304,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.39487512308747835,
          "bottom_quintile_jaccard": 0.30708661417322836,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.98051383815783,
          "bottom_quintile_jaccard": 0.8863636363636364,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.9285096966302779,
          "bottom_quintile_jaccard": 0.7659574468085106,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.9541134984469073,
          "bottom_quintile_jaccard": 0.8342541436464088,
          "first_selected": 332,
          "second_selected": 332
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9194603423982842
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9324675324675323
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6446142093200917
        }
      ]
    },
    {
      "date": "20230630",
      "quote_records": 5205,
      "input_quote_records": 5205,
      "all_metrics_available": 1661,
      "common_five": 1657,
      "stale_statements": 0,
      "no_common_report": 109,
      "minority_equity_present": 3558,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5065,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3689,
          "nonpositive": 1060,
          "missing_or_invalid": 456
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3670,
          "nonpositive": 1351,
          "missing_or_invalid": 184
        },
        {
          "metric": "pb_parent",
          "available": 5171,
          "nonpositive": 34,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2512,
          "nonpositive": 33,
          "missing_or_invalid": 2660
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2460,
          "nonpositive": 82,
          "missing_or_invalid": 2663
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 14,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 83,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1041,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1041,
          "common_five": 258
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1039,
          "common_five": 325
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1027,
          "common_five": 428
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 958,
          "common_five": 501
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1657,
          "spearman": 0.9369024929698752,
          "bottom_quintile_jaccard": 0.8393351800554016,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.5046418853104258,
          "bottom_quintile_jaccard": 0.35787321063394684,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.5078746385350587,
          "bottom_quintile_jaccard": 0.36907216494845363,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.4682904321599214,
          "bottom_quintile_jaccard": 0.34959349593495936,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1657,
          "spearman": 0.43207002702007985,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.43904383115340573,
          "bottom_quintile_jaccard": 0.3441295546558704,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.4032827059810522,
          "bottom_quintile_jaccard": 0.32270916334661354,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1657,
          "spearman": 0.9809301142052262,
          "bottom_quintile_jaccard": 0.8971428571428571,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.9289658457309142,
          "bottom_quintile_jaccard": 0.7566137566137566,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1657,
          "spearman": 0.954043920404212,
          "bottom_quintile_jaccard": 0.8142076502732241,
          "first_selected": 332,
          "second_selected": 332
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9091623223594942
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9239090941056505
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6241751464693186
        }
      ]
    },
    {
      "date": "20230731",
      "quote_records": 5233,
      "input_quote_records": 5233,
      "all_metrics_available": 1663,
      "common_five": 1659,
      "stale_statements": 0,
      "no_common_report": 107,
      "minority_equity_present": 3565,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5094,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3695,
          "nonpositive": 1048,
          "missing_or_invalid": 490
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3709,
          "nonpositive": 1337,
          "missing_or_invalid": 187
        },
        {
          "metric": "pb_parent",
          "available": 5203,
          "nonpositive": 30,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2513,
          "nonpositive": 34,
          "missing_or_invalid": 2686
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2461,
          "nonpositive": 83,
          "missing_or_invalid": 2689
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1046,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1047,
          "common_five": 250
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1046,
          "common_five": 338
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1036,
          "common_five": 416
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 959,
          "common_five": 501
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1659,
          "spearman": 0.93603090492579,
          "bottom_quintile_jaccard": 0.8191780821917808,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1659,
          "spearman": 0.4738475811037556,
          "bottom_quintile_jaccard": 0.33601609657947684,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1659,
          "spearman": 0.47665355323836395,
          "bottom_quintile_jaccard": 0.34685598377281945,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1659,
          "spearman": 0.435862390357039,
          "bottom_quintile_jaccard": 0.3306613226452906,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1659,
          "spearman": 0.4015838092212061,
          "bottom_quintile_jaccard": 0.31225296442687744,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1659,
          "spearman": 0.4078234809521113,
          "bottom_quintile_jaccard": 0.3306613226452906,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1659,
          "spearman": 0.37160652728545157,
          "bottom_quintile_jaccard": 0.31485148514851485,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1659,
          "spearman": 0.9784904028390369,
          "bottom_quintile_jaccard": 0.8810198300283286,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1659,
          "spearman": 0.9232134902839634,
          "bottom_quintile_jaccard": 0.7382198952879581,
          "first_selected": 332,
          "second_selected": 332
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1659,
          "spearman": 0.95132401284517,
          "bottom_quintile_jaccard": 0.8092643051771117,
          "first_selected": 332,
          "second_selected": 332
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9105910323416021
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 22,
          "median_within_stratum_spearman": 0.9256864439401664
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 22,
          "median_within_stratum_spearman": 0.5888126366387236
        }
      ]
    },
    {
      "date": "20230831",
      "quote_records": 5265,
      "input_quote_records": 5265,
      "all_metrics_available": 1717,
      "common_five": 1711,
      "stale_statements": 0,
      "no_common_report": 109,
      "minority_equity_present": 3601,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5137,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3761,
          "nonpositive": 1115,
          "missing_or_invalid": 389
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3843,
          "nonpositive": 1400,
          "missing_or_invalid": 22
        },
        {
          "metric": "pb_parent",
          "available": 5229,
          "nonpositive": 36,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2548,
          "nonpositive": 39,
          "missing_or_invalid": 2678
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2502,
          "nonpositive": 82,
          "missing_or_invalid": 2681
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1053,
          "common_five": 156
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1053,
          "common_five": 280
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1053,
          "common_five": 336
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1042,
          "common_five": 420
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 965,
          "common_five": 519
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1711,
          "spearman": 0.9423179096897083,
          "bottom_quintile_jaccard": 0.7911227154046997,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1711,
          "spearman": 0.47676919551917185,
          "bottom_quintile_jaccard": 0.32688588007736946,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.47869081051828877,
          "bottom_quintile_jaccard": 0.3346303501945525,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.4357319303522513,
          "bottom_quintile_jaccard": 0.31669865642994244,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1711,
          "spearman": 0.40965909537447415,
          "bottom_quintile_jaccard": 0.2943396226415094,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.41213478650883884,
          "bottom_quintile_jaccard": 0.30916030534351147,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.3703890427208668,
          "bottom_quintile_jaccard": 0.2943396226415094,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.980143603151909,
          "bottom_quintile_jaccard": 0.8794520547945206,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.9271221848164001,
          "bottom_quintile_jaccard": 0.7634961439588689,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.952538937399146,
          "bottom_quintile_jaccard": 0.8490566037735849,
          "first_selected": 343,
          "second_selected": 343
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9273885934348066
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9281025645451451
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7005936262319241
        }
      ]
    },
    {
      "date": "20230928",
      "quote_records": 5282,
      "input_quote_records": 5282,
      "all_metrics_available": 1704,
      "common_five": 1698,
      "stale_statements": 0,
      "no_common_report": 108,
      "minority_equity_present": 3623,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5158,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3738,
          "nonpositive": 1142,
          "missing_or_invalid": 402
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3852,
          "nonpositive": 1422,
          "missing_or_invalid": 8
        },
        {
          "metric": "pb_parent",
          "available": 5246,
          "nonpositive": 36,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2549,
          "nonpositive": 40,
          "missing_or_invalid": 2693
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2502,
          "nonpositive": 84,
          "missing_or_invalid": 2696
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 89,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1056,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1056,
          "common_five": 270
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1057,
          "common_five": 331
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1046,
          "common_five": 426
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 968,
          "common_five": 517
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1698,
          "spearman": 0.9442682615857162,
          "bottom_quintile_jaccard": 0.7801047120418848,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.47013051768319,
          "bottom_quintile_jaccard": 0.33072407045009783,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.47249646462092326,
          "bottom_quintile_jaccard": 0.328125,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.42795193588489033,
          "bottom_quintile_jaccard": 0.3229571984435798,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.40262617823173613,
          "bottom_quintile_jaccard": 0.29277566539923955,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.4054928565606061,
          "bottom_quintile_jaccard": 0.29277566539923955,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.3618403103827226,
          "bottom_quintile_jaccard": 0.2878787878787879,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.9794070357911528,
          "bottom_quintile_jaccard": 0.8732782369146006,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9247411737001643,
          "bottom_quintile_jaccard": 0.7616580310880829,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9509194701464035,
          "bottom_quintile_jaccard": 0.8579234972677595,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9074197860962567
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.910174225981002
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7273376259798433
        }
      ]
    },
    {
      "date": "20231031",
      "quote_records": 5297,
      "input_quote_records": 5297,
      "all_metrics_available": 1694,
      "common_five": 1690,
      "stale_statements": 0,
      "no_common_report": 111,
      "minority_equity_present": 3640,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5182,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3692,
          "nonpositive": 1178,
          "missing_or_invalid": 427
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3693,
          "nonpositive": 1487,
          "missing_or_invalid": 117
        },
        {
          "metric": "pb_parent",
          "available": 5260,
          "nonpositive": 37,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2579,
          "nonpositive": 40,
          "missing_or_invalid": 2678
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2533,
          "nonpositive": 84,
          "missing_or_invalid": 2680
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1059,
          "common_five": 146
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1059,
          "common_five": 278
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1060,
          "common_five": 316
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1048,
          "common_five": 435
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 972,
          "common_five": 515
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1690,
          "spearman": 0.938930305389295,
          "bottom_quintile_jaccard": 0.7931034482758621,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1690,
          "spearman": 0.4946436519273154,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1690,
          "spearman": 0.497256760594311,
          "bottom_quintile_jaccard": 0.3412698412698413,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1690,
          "spearman": 0.45041104462536874,
          "bottom_quintile_jaccard": 0.3254901960784314,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1690,
          "spearman": 0.42027479123082057,
          "bottom_quintile_jaccard": 0.31773879142300193,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1690,
          "spearman": 0.4226511918777854,
          "bottom_quintile_jaccard": 0.32289628180039137,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1690,
          "spearman": 0.3756535394519242,
          "bottom_quintile_jaccard": 0.3,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1690,
          "spearman": 0.9789938587529742,
          "bottom_quintile_jaccard": 0.9042253521126761,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1690,
          "spearman": 0.9206914045060871,
          "bottom_quintile_jaccard": 0.7650130548302873,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1690,
          "spearman": 0.9484450220762324,
          "bottom_quintile_jaccard": 0.8319783197831978,
          "first_selected": 338,
          "second_selected": 338
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8930652680652679
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9164456596035544
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7482766852675239
        }
      ]
    },
    {
      "date": "20231130",
      "quote_records": 5312,
      "input_quote_records": 5312,
      "all_metrics_available": 1701,
      "common_five": 1698,
      "stale_statements": 0,
      "no_common_report": 111,
      "minority_equity_present": 3650,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5195,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3686,
          "nonpositive": 1181,
          "missing_or_invalid": 445
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3688,
          "nonpositive": 1496,
          "missing_or_invalid": 128
        },
        {
          "metric": "pb_parent",
          "available": 5275,
          "nonpositive": 37,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2591,
          "nonpositive": 39,
          "missing_or_invalid": 2682
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2545,
          "nonpositive": 83,
          "missing_or_invalid": 2684
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1062,
          "common_five": 149
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1062,
          "common_five": 268
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1063,
          "common_five": 318
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1051,
          "common_five": 443
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 975,
          "common_five": 520
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1698,
          "spearman": 0.9361568738638594,
          "bottom_quintile_jaccard": 0.798941798941799,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.5179958109211599,
          "bottom_quintile_jaccard": 0.328125,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.5215577505645321,
          "bottom_quintile_jaccard": 0.33858267716535434,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.47360217934302473,
          "bottom_quintile_jaccard": 0.3229571984435798,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1698,
          "spearman": 0.44238162796683933,
          "bottom_quintile_jaccard": 0.30518234165067176,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.4457560185371381,
          "bottom_quintile_jaccard": 0.3127413127413127,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.3961897852394352,
          "bottom_quintile_jaccard": 0.29523809523809524,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1698,
          "spearman": 0.9797796386755029,
          "bottom_quintile_jaccard": 0.8941504178272981,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9220141295351285,
          "bottom_quintile_jaccard": 0.7480719794344473,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1698,
          "spearman": 0.9489653566087956,
          "bottom_quintile_jaccard": 0.8181818181818182,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9019098548510313
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9156569974680825
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7784568372803666
        }
      ]
    },
    {
      "date": "20231229",
      "quote_records": 5329,
      "input_quote_records": 5329,
      "all_metrics_available": 1704,
      "common_five": 1701,
      "stale_statements": 0,
      "no_common_report": 108,
      "minority_equity_present": 3653,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5212,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3690,
          "nonpositive": 1182,
          "missing_or_invalid": 457
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3705,
          "nonpositive": 1493,
          "missing_or_invalid": 131
        },
        {
          "metric": "pb_parent",
          "available": 5295,
          "nonpositive": 34,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2594,
          "nonpositive": 38,
          "missing_or_invalid": 2697
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2548,
          "nonpositive": 82,
          "missing_or_invalid": 2699
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1065,
          "common_five": 148
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1066,
          "common_five": 265
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1065,
          "common_five": 332
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1056,
          "common_five": 436
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 978,
          "common_five": 520
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1701,
          "spearman": 0.9360356092739135,
          "bottom_quintile_jaccard": 0.7900262467191601,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1701,
          "spearman": 0.516015274214679,
          "bottom_quintile_jaccard": 0.32943469785575047,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1701,
          "spearman": 0.5189752552686352,
          "bottom_quintile_jaccard": 0.34782608695652173,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1701,
          "spearman": 0.46860294647174633,
          "bottom_quintile_jaccard": 0.32943469785575047,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1701,
          "spearman": 0.4390496201219483,
          "bottom_quintile_jaccard": 0.3015267175572519,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1701,
          "spearman": 0.4419179542981271,
          "bottom_quintile_jaccard": 0.3166023166023166,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1701,
          "spearman": 0.38964723753060965,
          "bottom_quintile_jaccard": 0.29411764705882354,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1701,
          "spearman": 0.9796939918602002,
          "bottom_quintile_jaccard": 0.8997214484679665,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1701,
          "spearman": 0.9205652052253998,
          "bottom_quintile_jaccard": 0.7577319587628866,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1701,
          "spearman": 0.947603084691808,
          "bottom_quintile_jaccard": 0.8186666666666667,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8896867838044309
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9226000414679659
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7893877551020407
        }
      ]
    },
    {
      "date": "20240131",
      "quote_records": 5344,
      "input_quote_records": 5344,
      "all_metrics_available": 1704,
      "common_five": 1702,
      "stale_statements": 0,
      "no_common_report": 104,
      "minority_equity_present": 3659,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5227,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3695,
          "nonpositive": 1181,
          "missing_or_invalid": 468
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3720,
          "nonpositive": 1490,
          "missing_or_invalid": 134
        },
        {
          "metric": "pb_parent",
          "available": 5311,
          "nonpositive": 33,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2597,
          "nonpositive": 38,
          "missing_or_invalid": 2709
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2551,
          "nonpositive": 82,
          "missing_or_invalid": 2711
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 89,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1068,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1069,
          "common_five": 262
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1069,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1059,
          "common_five": 431
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 980,
          "common_five": 524
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1702,
          "spearman": 0.9307615058514911,
          "bottom_quintile_jaccard": 0.7947368421052632,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1702,
          "spearman": 0.42779937532739754,
          "bottom_quintile_jaccard": 0.27715355805243447,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1702,
          "spearman": 0.434797582577511,
          "bottom_quintile_jaccard": 0.28679245283018867,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1702,
          "spearman": 0.3862147506630704,
          "bottom_quintile_jaccard": 0.26765799256505574,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1702,
          "spearman": 0.3463822005486132,
          "bottom_quintile_jaccard": 0.24680073126142596,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1702,
          "spearman": 0.35338165152162254,
          "bottom_quintile_jaccard": 0.2559852670349908,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1702,
          "spearman": 0.30370188035203194,
          "bottom_quintile_jaccard": 0.23774954627949182,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1702,
          "spearman": 0.9763901648778617,
          "bottom_quintile_jaccard": 0.8583106267029973,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1702,
          "spearman": 0.9144052354649165,
          "bottom_quintile_jaccard": 0.7309644670050761,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1702,
          "spearman": 0.9442867513878858,
          "bottom_quintile_jaccard": 0.7714285714285715,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9014118792599806
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.916859716859717
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7443438914027151
        }
      ]
    },
    {
      "date": "20240229",
      "quote_records": 5347,
      "input_quote_records": 5347,
      "all_metrics_available": 1705,
      "common_five": 1703,
      "stale_statements": 0,
      "no_common_report": 103,
      "minority_equity_present": 3658,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5230,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3696,
          "nonpositive": 1184,
          "missing_or_invalid": 467
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3726,
          "nonpositive": 1486,
          "missing_or_invalid": 135
        },
        {
          "metric": "pb_parent",
          "available": 5314,
          "nonpositive": 33,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2598,
          "nonpositive": 38,
          "missing_or_invalid": 2711
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2553,
          "nonpositive": 81,
          "missing_or_invalid": 2713
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 89,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1069,
          "common_five": 144
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1069,
          "common_five": 256
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1069,
          "common_five": 351
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1060,
          "common_five": 422
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 981,
          "common_five": 530
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1703,
          "spearman": 0.9291897418891625,
          "bottom_quintile_jaccard": 0.7853403141361257,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1703,
          "spearman": 0.4497043263678544,
          "bottom_quintile_jaccard": 0.2795497185741088,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.45528695469768987,
          "bottom_quintile_jaccard": 0.2819548872180451,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.40555117672125945,
          "bottom_quintile_jaccard": 0.26296296296296295,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1703,
          "spearman": 0.3643776777021807,
          "bottom_quintile_jaccard": 0.2559852670349908,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.3700867456239777,
          "bottom_quintile_jaccard": 0.25830258302583026,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.31930053819870824,
          "bottom_quintile_jaccard": 0.24,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.9788908152455515,
          "bottom_quintile_jaccard": 0.8684931506849315,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.9195087977469131,
          "bottom_quintile_jaccard": 0.7487179487179487,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.9463623818838589,
          "bottom_quintile_jaccard": 0.8090185676392573,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8952358926919518
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9107620320855615
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7584764749813294
        }
      ]
    },
    {
      "date": "20240329",
      "quote_records": 5356,
      "input_quote_records": 5356,
      "all_metrics_available": 1719,
      "common_five": 1716,
      "stale_statements": 0,
      "no_common_report": 116,
      "minority_equity_present": 3665,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5236,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3752,
          "nonpositive": 1163,
          "missing_or_invalid": 441
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3751,
          "nonpositive": 1473,
          "missing_or_invalid": 132
        },
        {
          "metric": "pb_parent",
          "available": 5328,
          "nonpositive": 28,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2603,
          "nonpositive": 35,
          "missing_or_invalid": 2718
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2555,
          "nonpositive": 81,
          "missing_or_invalid": 2720
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1071,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1071,
          "common_five": 261
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1070,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1061,
          "common_five": 439
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 984,
          "common_five": 529
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1716,
          "spearman": 0.9306099531203584,
          "bottom_quintile_jaccard": 0.7777777777777778,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1716,
          "spearman": 0.4640537353177931,
          "bottom_quintile_jaccard": 0.3055028462998102,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1716,
          "spearman": 0.46916645270881696,
          "bottom_quintile_jaccard": 0.3055028462998102,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1716,
          "spearman": 0.41951330190676683,
          "bottom_quintile_jaccard": 0.2835820895522388,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1716,
          "spearman": 0.3790141744424073,
          "bottom_quintile_jaccard": 0.27171903881700554,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1716,
          "spearman": 0.3845402851514077,
          "bottom_quintile_jaccard": 0.2764378478664193,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1716,
          "spearman": 0.33620611299627845,
          "bottom_quintile_jaccard": 0.25547445255474455,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1716,
          "spearman": 0.9786873675439502,
          "bottom_quintile_jaccard": 0.8797814207650273,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1716,
          "spearman": 0.9181539294601182,
          "bottom_quintile_jaccard": 0.7417721518987341,
          "first_selected": 344,
          "second_selected": 344
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1716,
          "spearman": 0.9457892302576832,
          "bottom_quintile_jaccard": 0.8105263157894737,
          "first_selected": 344,
          "second_selected": 344
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8750145602795574
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9075296893696655
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7501057082452431
        }
      ]
    },
    {
      "date": "20240430",
      "quote_records": 5301,
      "input_quote_records": 5301,
      "all_metrics_available": 1775,
      "common_five": 1762,
      "stale_statements": 0,
      "no_common_report": 130,
      "minority_equity_present": 3656,
      "preferred_equity_present": 25,
      "preferred_equity_unknown": 5154,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3948,
          "nonpositive": 1115,
          "missing_or_invalid": 238
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3839,
          "nonpositive": 1426,
          "missing_or_invalid": 36
        },
        {
          "metric": "pb_parent",
          "available": 5277,
          "nonpositive": 24,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2564,
          "nonpositive": 27,
          "missing_or_invalid": 2710
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2515,
          "nonpositive": 73,
          "missing_or_invalid": 2713
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1060,
          "common_five": 155
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1060,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1059,
          "common_five": 357
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1050,
          "common_five": 443
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 974,
          "common_five": 532
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1762,
          "spearman": 0.9254463864615382,
          "bottom_quintile_jaccard": 0.7389162561576355,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1762,
          "spearman": 0.40901776244848587,
          "bottom_quintile_jaccard": 0.2697841726618705,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1762,
          "spearman": 0.41498705932904534,
          "bottom_quintile_jaccard": 0.27207207207207207,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1762,
          "spearman": 0.3765514941394502,
          "bottom_quintile_jaccard": 0.27898550724637683,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1762,
          "spearman": 0.3327583503434832,
          "bottom_quintile_jaccard": 0.25177304964539005,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1762,
          "spearman": 0.3390891138228881,
          "bottom_quintile_jaccard": 0.25846702317290554,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1762,
          "spearman": 0.30813850010182836,
          "bottom_quintile_jaccard": 0.2697841726618705,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1762,
          "spearman": 0.9796445715912261,
          "bottom_quintile_jaccard": 0.8726790450928382,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1762,
          "spearman": 0.9259443890723106,
          "bottom_quintile_jaccard": 0.7475247524752475,
          "first_selected": 353,
          "second_selected": 353
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1762,
          "spearman": 0.9530707682194038,
          "bottom_quintile_jaccard": 0.8056265984654731,
          "first_selected": 353,
          "second_selected": 353
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9150853781358724
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9108922969675843
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.5516538158929976
        }
      ]
    },
    {
      "date": "20240531",
      "quote_records": 5341,
      "input_quote_records": 5341,
      "all_metrics_available": 1756,
      "common_five": 1750,
      "stale_statements": 0,
      "no_common_report": 115,
      "minority_equity_present": 3691,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5190,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3933,
          "nonpositive": 1174,
          "missing_or_invalid": 234
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3812,
          "nonpositive": 1486,
          "missing_or_invalid": 43
        },
        {
          "metric": "pb_parent",
          "available": 5312,
          "nonpositive": 29,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2576,
          "nonpositive": 32,
          "missing_or_invalid": 2733
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2527,
          "nonpositive": 78,
          "missing_or_invalid": 2736
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1068,
          "common_five": 141
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1068,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1067,
          "common_five": 346
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1058,
          "common_five": 444
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 981,
          "common_five": 544
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1750,
          "spearman": 0.9275919309343778,
          "bottom_quintile_jaccard": 0.7857142857142857,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1750,
          "spearman": 0.39818253121092,
          "bottom_quintile_jaccard": 0.2589928057553957,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.4060424898445457,
          "bottom_quintile_jaccard": 0.27041742286751363,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.36552533791020286,
          "bottom_quintile_jaccard": 0.2589928057553957,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1750,
          "spearman": 0.32143090573670824,
          "bottom_quintile_jaccard": 0.2323943661971831,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.33032971569613634,
          "bottom_quintile_jaccard": 0.24113475177304963,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.2972010172613385,
          "bottom_quintile_jaccard": 0.24555160142348753,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.9789474270846288,
          "bottom_quintile_jaccard": 0.8716577540106952,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.9247213340754589,
          "bottom_quintile_jaccard": 0.7632241813602015,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.9524518796511722,
          "bottom_quintile_jaccard": 0.8041237113402062,
          "first_selected": 350,
          "second_selected": 350
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8983309143686502
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9258335895971533
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.623580586080586
        }
      ]
    },
    {
      "date": "20240628",
      "quote_records": 5338,
      "input_quote_records": 5338,
      "all_metrics_available": 1757,
      "common_five": 1752,
      "stale_statements": 0,
      "no_common_report": 118,
      "minority_equity_present": 3685,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5187,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3936,
          "nonpositive": 1162,
          "missing_or_invalid": 240
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3820,
          "nonpositive": 1475,
          "missing_or_invalid": 43
        },
        {
          "metric": "pb_parent",
          "available": 5311,
          "nonpositive": 27,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2574,
          "nonpositive": 29,
          "missing_or_invalid": 2735
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2525,
          "nonpositive": 75,
          "missing_or_invalid": 2738
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1067,
          "common_five": 139
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1068,
          "common_five": 279
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1066,
          "common_five": 352
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1058,
          "common_five": 438
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 980,
          "common_five": 544
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1752,
          "spearman": 0.9272205612020263,
          "bottom_quintile_jaccard": 0.7638190954773869,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1752,
          "spearman": 0.41087377075541126,
          "bottom_quintile_jaccard": 0.2694394213381555,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1752,
          "spearman": 0.4151779859279012,
          "bottom_quintile_jaccard": 0.2786885245901639,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1752,
          "spearman": 0.37616125273504436,
          "bottom_quintile_jaccard": 0.26714801444043323,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1752,
          "spearman": 0.3335045991421071,
          "bottom_quintile_jaccard": 0.2468916518650089,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1752,
          "spearman": 0.3387934545536702,
          "bottom_quintile_jaccard": 0.25806451612903225,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1752,
          "spearman": 0.3072747448210055,
          "bottom_quintile_jaccard": 0.2558139534883721,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1752,
          "spearman": 0.9775293482516008,
          "bottom_quintile_jaccard": 0.8820375335120644,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1752,
          "spearman": 0.9253939569831859,
          "bottom_quintile_jaccard": 0.7376237623762376,
          "first_selected": 351,
          "second_selected": 351
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1752,
          "spearman": 0.9547620776030878,
          "bottom_quintile_jaccard": 0.8,
          "first_selected": 351,
          "second_selected": 351
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.8987248491854207
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9336707713228074
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6365526648479607
        }
      ]
    },
    {
      "date": "20240731",
      "quote_records": 5334,
      "input_quote_records": 5334,
      "all_metrics_available": 1751,
      "common_five": 1750,
      "stale_statements": 86,
      "no_common_report": 126,
      "minority_equity_present": 3681,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5181,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3937,
          "nonpositive": 1155,
          "missing_or_invalid": 242
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3823,
          "nonpositive": 1468,
          "missing_or_invalid": 43
        },
        {
          "metric": "pb_parent",
          "available": 5223,
          "nonpositive": 25,
          "missing_or_invalid": 86
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2526,
          "nonpositive": 28,
          "missing_or_invalid": 2780
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2478,
          "nonpositive": 73,
          "missing_or_invalid": 2783
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1066,
          "common_five": 144
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1067,
          "common_five": 282
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1066,
          "common_five": 352
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1057,
          "common_five": 434
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 979,
          "common_five": 538
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1750,
          "spearman": 0.9298955062664039,
          "bottom_quintile_jaccard": 0.7587939698492462,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1750,
          "spearman": 0.4195736310243817,
          "bottom_quintile_jaccard": 0.2750455373406193,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.4223760012487012,
          "bottom_quintile_jaccard": 0.2797074954296161,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.38227463972464465,
          "bottom_quintile_jaccard": 0.26811594202898553,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1750,
          "spearman": 0.34546202544724275,
          "bottom_quintile_jaccard": 0.2589928057553957,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.349536898199285,
          "bottom_quintile_jaccard": 0.2589928057553957,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.31730706233305217,
          "bottom_quintile_jaccard": 0.2589928057553957,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1750,
          "spearman": 0.9764394741229558,
          "bottom_quintile_jaccard": 0.8421052631578947,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.9221791211375462,
          "bottom_quintile_jaccard": 0.7543859649122807,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1750,
          "spearman": 0.9529847531552142,
          "bottom_quintile_jaccard": 0.7902813299232737,
          "first_selected": 350,
          "second_selected": 350
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9146341463414636
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9191121109861267
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6263581488933601
        }
      ]
    },
    {
      "date": "20240830",
      "quote_records": 5339,
      "input_quote_records": 5339,
      "all_metrics_available": 1746,
      "common_five": 1744,
      "stale_statements": 41,
      "no_common_report": 64,
      "minority_equity_present": 3686,
      "preferred_equity_present": 26,
      "preferred_equity_unknown": 5203,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3909,
          "nonpositive": 1246,
          "missing_or_invalid": 184
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3799,
          "nonpositive": 1517,
          "missing_or_invalid": 23
        },
        {
          "metric": "pb_parent",
          "available": 5270,
          "nonpositive": 28,
          "missing_or_invalid": 41
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2572,
          "nonpositive": 31,
          "missing_or_invalid": 2736
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2522,
          "nonpositive": 78,
          "missing_or_invalid": 2739
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1067,
          "common_five": 149
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1068,
          "common_five": 267
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1067,
          "common_five": 350
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1059,
          "common_five": 429
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 980,
          "common_five": 549
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1744,
          "spearman": 0.9392410470829995,
          "bottom_quintile_jaccard": 0.7626262626262627,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1744,
          "spearman": 0.3804931156809354,
          "bottom_quintile_jaccard": 0.2644927536231884,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1744,
          "spearman": 0.38358238149650925,
          "bottom_quintile_jaccard": 0.2737226277372263,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1744,
          "spearman": 0.3501045245888388,
          "bottom_quintile_jaccard": 0.2644927536231884,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1744,
          "spearman": 0.31270489806326923,
          "bottom_quintile_jaccard": 0.25089605734767023,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1744,
          "spearman": 0.31560795071547265,
          "bottom_quintile_jaccard": 0.26220614828209765,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1744,
          "spearman": 0.2846711672362553,
          "bottom_quintile_jaccard": 0.2644927536231884,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1744,
          "spearman": 0.9770237529036904,
          "bottom_quintile_jaccard": 0.8613333333333333,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1744,
          "spearman": 0.923337703625572,
          "bottom_quintile_jaccard": 0.745,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1744,
          "spearman": 0.9531273531184686,
          "bottom_quintile_jaccard": 0.812987012987013,
          "first_selected": 349,
          "second_selected": 349
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9153754076873724
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9164175817260487
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.636829922625182
        }
      ]
    },
    {
      "date": "20240930",
      "quote_records": 5345,
      "input_quote_records": 5345,
      "all_metrics_available": 1740,
      "common_five": 1739,
      "stale_statements": 0,
      "no_common_report": 11,
      "minority_equity_present": 3692,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5210,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3899,
          "nonpositive": 1277,
          "missing_or_invalid": 169
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3776,
          "nonpositive": 1552,
          "missing_or_invalid": 17
        },
        {
          "metric": "pb_parent",
          "available": 5316,
          "nonpositive": 29,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2600,
          "nonpositive": 34,
          "missing_or_invalid": 2711
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2552,
          "nonpositive": 79,
          "missing_or_invalid": 2714
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1069,
          "common_five": 160
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1069,
          "common_five": 261
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1069,
          "common_five": 348
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1059,
          "common_five": 432
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 982,
          "common_five": 538
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1739,
          "spearman": 0.9371661569984412,
          "bottom_quintile_jaccard": 0.7487437185929648,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1739,
          "spearman": 0.388818991785423,
          "bottom_quintile_jaccard": 0.27472527472527475,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1739,
          "spearman": 0.3897895530513049,
          "bottom_quintile_jaccard": 0.27706422018348625,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1739,
          "spearman": 0.35312998883243246,
          "bottom_quintile_jaccard": 0.2585895117540687,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1739,
          "spearman": 0.3194700705459447,
          "bottom_quintile_jaccard": 0.26545454545454544,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1739,
          "spearman": 0.3201842480535668,
          "bottom_quintile_jaccard": 0.2608695652173913,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1739,
          "spearman": 0.28638602369141414,
          "bottom_quintile_jaccard": 0.25405405405405407,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1739,
          "spearman": 0.978252229850327,
          "bottom_quintile_jaccard": 0.896457765667575,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1739,
          "spearman": 0.9267376251541832,
          "bottom_quintile_jaccard": 0.7487437185929648,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1739,
          "spearman": 0.9551287395802712,
          "bottom_quintile_jaccard": 0.7892030848329049,
          "first_selected": 348,
          "second_selected": 348
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.917113783533765
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9137931034482757
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.6974481698868933
        }
      ]
    },
    {
      "date": "20241031",
      "quote_records": 5349,
      "input_quote_records": 5349,
      "all_metrics_available": 1712,
      "common_five": 1711,
      "stale_statements": 0,
      "no_common_report": 50,
      "minority_equity_present": 3700,
      "preferred_equity_present": 25,
      "preferred_equity_unknown": 5239,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3794,
          "nonpositive": 1340,
          "missing_or_invalid": 215
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3688,
          "nonpositive": 1616,
          "missing_or_invalid": 45
        },
        {
          "metric": "pb_parent",
          "available": 5318,
          "nonpositive": 31,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2609,
          "nonpositive": 35,
          "missing_or_invalid": 2705
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2563,
          "nonpositive": 78,
          "missing_or_invalid": 2708
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1069,
          "common_five": 155
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1070,
          "common_five": 281
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1070,
          "common_five": 337
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1058,
          "common_five": 410
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 983,
          "common_five": 528
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1711,
          "spearman": 0.9411738483601018,
          "bottom_quintile_jaccard": 0.7772020725388601,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1711,
          "spearman": 0.4446111345784656,
          "bottom_quintile_jaccard": 0.2870544090056285,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.43957638694587287,
          "bottom_quintile_jaccard": 0.2822429906542056,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.4041662431129379,
          "bottom_quintile_jaccard": 0.2798507462686567,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1711,
          "spearman": 0.3738545819588693,
          "bottom_quintile_jaccard": 0.2727272727272727,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.3698233306992956,
          "bottom_quintile_jaccard": 0.2656826568265683,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.33559217262479646,
          "bottom_quintile_jaccard": 0.26335174953959484,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1711,
          "spearman": 0.9798465011460601,
          "bottom_quintile_jaccard": 0.8641304347826086,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.928542412180972,
          "bottom_quintile_jaccard": 0.7236180904522613,
          "first_selected": 343,
          "second_selected": 343
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1711,
          "spearman": 0.9551994994570873,
          "bottom_quintile_jaccard": 0.8100263852242744,
          "first_selected": 343,
          "second_selected": 343
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9172172452407614
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9185776790054865
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7122642960410963
        }
      ]
    },
    {
      "date": "20241129",
      "quote_records": 5364,
      "input_quote_records": 5364,
      "all_metrics_available": 1708,
      "common_five": 1707,
      "stale_statements": 0,
      "no_common_report": 110,
      "minority_equity_present": 3713,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5279,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3764,
          "nonpositive": 1369,
          "missing_or_invalid": 231
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3668,
          "nonpositive": 1646,
          "missing_or_invalid": 50
        },
        {
          "metric": "pb_parent",
          "available": 5333,
          "nonpositive": 31,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2626,
          "nonpositive": 35,
          "missing_or_invalid": 2703
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2582,
          "nonpositive": 76,
          "missing_or_invalid": 2706
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1072,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1073,
          "common_five": 273
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1073,
          "common_five": 337
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1062,
          "common_five": 404
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 985,
          "common_five": 531
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1707,
          "spearman": 0.9429012533454048,
          "bottom_quintile_jaccard": 0.7674418604651163,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1707,
          "spearman": 0.4527372440205851,
          "bottom_quintile_jaccard": 0.31285988483685223,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1707,
          "spearman": 0.4467410155147213,
          "bottom_quintile_jaccard": 0.3078393881453155,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1707,
          "spearman": 0.4089502155548352,
          "bottom_quintile_jaccard": 0.288135593220339,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1707,
          "spearman": 0.38611253886967517,
          "bottom_quintile_jaccard": 0.2808988764044944,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1707,
          "spearman": 0.380864541564811,
          "bottom_quintile_jaccard": 0.2737430167597765,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1707,
          "spearman": 0.34463170537011045,
          "bottom_quintile_jaccard": 0.2596685082872928,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1707,
          "spearman": 0.981020522985836,
          "bottom_quintile_jaccard": 0.873972602739726,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1707,
          "spearman": 0.9256264367223694,
          "bottom_quintile_jaccard": 0.7316455696202532,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1707,
          "spearman": 0.9510690237661622,
          "bottom_quintile_jaccard": 0.7905759162303665,
          "first_selected": 342,
          "second_selected": 342
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8986138613861386
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9180596142606665
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7601488127803918
        }
      ]
    },
    {
      "date": "20241231",
      "quote_records": 5370,
      "input_quote_records": 5370,
      "all_metrics_available": 1706,
      "common_five": 1705,
      "stale_statements": 0,
      "no_common_report": 110,
      "minority_equity_present": 3713,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5285,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3767,
          "nonpositive": 1365,
          "missing_or_invalid": 238
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3677,
          "nonpositive": 1641,
          "missing_or_invalid": 52
        },
        {
          "metric": "pb_parent",
          "available": 5339,
          "nonpositive": 31,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2625,
          "nonpositive": 35,
          "missing_or_invalid": 2710
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2580,
          "nonpositive": 77,
          "missing_or_invalid": 2713
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1074,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1074,
          "common_five": 266
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1073,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1064,
          "common_five": 404
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 986,
          "common_five": 531
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1705,
          "spearman": 0.9409820620385243,
          "bottom_quintile_jaccard": 0.7577319587628866,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.4330942619809128,
          "bottom_quintile_jaccard": 0.2892249527410208,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.4265673294261468,
          "bottom_quintile_jaccard": 0.2916666666666667,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.388972235001564,
          "bottom_quintile_jaccard": 0.27476635514018694,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.3639324409718094,
          "bottom_quintile_jaccard": 0.2536764705882353,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.3581670018784237,
          "bottom_quintile_jaccard": 0.25830258302583026,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.32227598110345623,
          "bottom_quintile_jaccard": 0.25137614678899084,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.9796745474510541,
          "bottom_quintile_jaccard": 0.8684931506849315,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9243318037840866,
          "bottom_quintile_jaccard": 0.7397959183673469,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9512371668512862,
          "bottom_quintile_jaccard": 0.8138297872340425,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8943487838870654
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9119534711189188
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7567876095273357
        }
      ]
    },
    {
      "date": "20250127",
      "quote_records": 5382,
      "input_quote_records": 5382,
      "all_metrics_available": 1708,
      "common_five": 1708,
      "stale_statements": 1,
      "no_common_report": 105,
      "minority_equity_present": 3717,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5298,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3765,
          "nonpositive": 1375,
          "missing_or_invalid": 242
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3682,
          "nonpositive": 1646,
          "missing_or_invalid": 54
        },
        {
          "metric": "pb_parent",
          "available": 5352,
          "nonpositive": 30,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2628,
          "nonpositive": 35,
          "missing_or_invalid": 2719
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2583,
          "nonpositive": 77,
          "missing_or_invalid": 2722
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1076,
          "common_five": 151
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1076,
          "common_five": 272
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1076,
          "common_five": 341
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1066,
          "common_five": 408
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 989,
          "common_five": 536
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1708,
          "spearman": 0.938075324500964,
          "bottom_quintile_jaccard": 0.772020725388601,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1708,
          "spearman": 0.4428294990190548,
          "bottom_quintile_jaccard": 0.2857142857142857,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1708,
          "spearman": 0.4351373164955865,
          "bottom_quintile_jaccard": 0.2808988764044944,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1708,
          "spearman": 0.39796382777622147,
          "bottom_quintile_jaccard": 0.27137546468401486,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1708,
          "spearman": 0.37057042229782866,
          "bottom_quintile_jaccard": 0.25735294117647056,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1708,
          "spearman": 0.36385187623888093,
          "bottom_quintile_jaccard": 0.25504587155963304,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1708,
          "spearman": 0.32808498330501995,
          "bottom_quintile_jaccard": 0.25504587155963304,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1708,
          "spearman": 0.979701186010989,
          "bottom_quintile_jaccard": 0.8536585365853658,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1708,
          "spearman": 0.9257483615162958,
          "bottom_quintile_jaccard": 0.7229219143576826,
          "first_selected": 342,
          "second_selected": 342
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1708,
          "spearman": 0.9527774188715664,
          "bottom_quintile_jaccard": 0.8,
          "first_selected": 342,
          "second_selected": 342
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8934693877551019
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9181399098168627
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7389904645262881
        }
      ]
    },
    {
      "date": "20250228",
      "quote_records": 5383,
      "input_quote_records": 5383,
      "all_metrics_available": 1705,
      "common_five": 1705,
      "stale_statements": 0,
      "no_common_report": 104,
      "minority_equity_present": 3713,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5298,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3771,
          "nonpositive": 1372,
          "missing_or_invalid": 240
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3687,
          "nonpositive": 1642,
          "missing_or_invalid": 54
        },
        {
          "metric": "pb_parent",
          "available": 5353,
          "nonpositive": 30,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2623,
          "nonpositive": 35,
          "missing_or_invalid": 2725
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2578,
          "nonpositive": 77,
          "missing_or_invalid": 2728
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 86,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1076,
          "common_five": 162
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1077,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1075,
          "common_five": 341
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1066,
          "common_five": 394
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 991,
          "common_five": 533
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1705,
          "spearman": 0.941014642516411,
          "bottom_quintile_jaccard": 0.7532133676092545,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.48771879678576135,
          "bottom_quintile_jaccard": 0.29904761904761906,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.4783960528148798,
          "bottom_quintile_jaccard": 0.29904761904761906,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.439226995780502,
          "bottom_quintile_jaccard": 0.2916666666666667,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.4173831127984174,
          "bottom_quintile_jaccard": 0.26765799256505574,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.4092928340101771,
          "bottom_quintile_jaccard": 0.27001862197392923,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.370915688822715,
          "bottom_quintile_jaccard": 0.27238805970149255,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.9808510712990611,
          "bottom_quintile_jaccard": 0.8684931506849315,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9275563634736673,
          "bottom_quintile_jaccard": 0.7265822784810126,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9536587455064242,
          "bottom_quintile_jaccard": 0.8042328042328042,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8906455862977601
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9319079353325929
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7623411082315193
        }
      ]
    },
    {
      "date": "20250331",
      "quote_records": 5393,
      "input_quote_records": 5393,
      "all_metrics_available": 1706,
      "common_five": 1705,
      "stale_statements": 0,
      "no_common_report": 113,
      "minority_equity_present": 3711,
      "preferred_equity_present": 24,
      "preferred_equity_unknown": 5311,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3803,
          "nonpositive": 1356,
          "missing_or_invalid": 234
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3706,
          "nonpositive": 1628,
          "missing_or_invalid": 59
        },
        {
          "metric": "pb_parent",
          "available": 5365,
          "nonpositive": 28,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2615,
          "nonpositive": 35,
          "missing_or_invalid": 2743
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2570,
          "nonpositive": 78,
          "missing_or_invalid": 2745
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1078,
          "common_five": 156
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1079,
          "common_five": 274
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1078,
          "common_five": 335
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1068,
          "common_five": 403
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 992,
          "common_five": 537
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1705,
          "spearman": 0.9377783019674187,
          "bottom_quintile_jaccard": 0.7532133676092545,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.4826896574532334,
          "bottom_quintile_jaccard": 0.30902111324376197,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.4740266152649844,
          "bottom_quintile_jaccard": 0.3065134099616858,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.43701381363716985,
          "bottom_quintile_jaccard": 0.29411764705882354,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1705,
          "spearman": 0.4118514575573686,
          "bottom_quintile_jaccard": 0.27715355805243447,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.4032029030819946,
          "bottom_quintile_jaccard": 0.2819548872180451,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.36712755622547233,
          "bottom_quintile_jaccard": 0.27715355805243447,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1705,
          "spearman": 0.9807941542465921,
          "bottom_quintile_jaccard": 0.8736263736263736,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9282315431888549,
          "bottom_quintile_jaccard": 0.7487179487179487,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1705,
          "spearman": 0.9544463575241176,
          "bottom_quintile_jaccard": 0.8090185676392573,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8878733031674207
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9273874854255733
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7554697554697556
        }
      ]
    },
    {
      "date": "20250430",
      "quote_records": 5360,
      "input_quote_records": 5360,
      "all_metrics_available": 1704,
      "common_five": 1703,
      "stale_statements": 0,
      "no_common_report": 48,
      "minority_equity_present": 3699,
      "preferred_equity_present": 23,
      "preferred_equity_unknown": 5230,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3814,
          "nonpositive": 1381,
          "missing_or_invalid": 165
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3689,
          "nonpositive": 1615,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 5333,
          "nonpositive": 27,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2570,
          "nonpositive": 31,
          "missing_or_invalid": 2759
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2521,
          "nonpositive": 78,
          "missing_or_invalid": 2761
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 86,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1072,
          "common_five": 161
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1072,
          "common_five": 272
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1071,
          "common_five": 331
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1060,
          "common_five": 409
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 986,
          "common_five": 529
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1703,
          "spearman": 0.952073962085742,
          "bottom_quintile_jaccard": 0.7622739018087855,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1703,
          "spearman": 0.4537838108982867,
          "bottom_quintile_jaccard": 0.30902111324376197,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.4519904537901668,
          "bottom_quintile_jaccard": 0.3166023166023166,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.4091516019768241,
          "bottom_quintile_jaccard": 0.29411764705882354,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1703,
          "spearman": 0.3914533245262059,
          "bottom_quintile_jaccard": 0.2892249527410208,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.39075620482598694,
          "bottom_quintile_jaccard": 0.30401529636711283,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.35080710302402224,
          "bottom_quintile_jaccard": 0.2916666666666667,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1703,
          "spearman": 0.9805448947020915,
          "bottom_quintile_jaccard": 0.8736263736263736,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.9291337733651089,
          "bottom_quintile_jaccard": 0.7853403141361257,
          "first_selected": 341,
          "second_selected": 341
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1703,
          "spearman": 0.9554729059398963,
          "bottom_quintile_jaccard": 0.8633879781420765,
          "first_selected": 341,
          "second_selected": 341
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9392151537765041
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9279965994618606
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.5197819443983128
        }
      ]
    },
    {
      "date": "20250530",
      "quote_records": 5384,
      "input_quote_records": 5384,
      "all_metrics_available": 1685,
      "common_five": 1685,
      "stale_statements": 0,
      "no_common_report": 1,
      "minority_equity_present": 3718,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5252,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3788,
          "nonpositive": 1437,
          "missing_or_invalid": 159
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3664,
          "nonpositive": 1664,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 5359,
          "nonpositive": 25,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2562,
          "nonpositive": 31,
          "missing_or_invalid": 2791
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2514,
          "nonpositive": 77,
          "missing_or_invalid": 2793
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1076,
          "common_five": 156
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1077,
          "common_five": 271
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1077,
          "common_five": 334
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1066,
          "common_five": 400
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 990,
          "common_five": 523
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1685,
          "spearman": 0.9513948564087529,
          "bottom_quintile_jaccard": 0.7783641160949868,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1685,
          "spearman": 0.4664654289163359,
          "bottom_quintile_jaccard": 0.3399602385685885,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1685,
          "spearman": 0.4650398394057787,
          "bottom_quintile_jaccard": 0.348,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1685,
          "spearman": 0.4251656483460424,
          "bottom_quintile_jaccard": 0.32677165354330706,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1685,
          "spearman": 0.4033767357555491,
          "bottom_quintile_jaccard": 0.3062015503875969,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1685,
          "spearman": 0.4033154275756428,
          "bottom_quintile_jaccard": 0.3138401559454191,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1685,
          "spearman": 0.3650141467584184,
          "bottom_quintile_jaccard": 0.30115830115830117,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1685,
          "spearman": 0.9804051838095336,
          "bottom_quintile_jaccard": 0.88268156424581,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1685,
          "spearman": 0.9268481016223843,
          "bottom_quintile_jaccard": 0.7925531914893617,
          "first_selected": 337,
          "second_selected": 337
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1685,
          "spearman": 0.9533875102129089,
          "bottom_quintile_jaccard": 0.8415300546448088,
          "first_selected": 337,
          "second_selected": 337
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9157894736842105
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9350202429149798
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6175988928612617
        }
      ]
    },
    {
      "date": "20250630",
      "quote_records": 5405,
      "input_quote_records": 5405,
      "all_metrics_available": 1689,
      "common_five": 1689,
      "stale_statements": 0,
      "no_common_report": 1,
      "minority_equity_present": 3730,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5273,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3795,
          "nonpositive": 1444,
          "missing_or_invalid": 166
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3675,
          "nonpositive": 1674,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 5377,
          "nonpositive": 28,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2572,
          "nonpositive": 32,
          "missing_or_invalid": 2801
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2524,
          "nonpositive": 78,
          "missing_or_invalid": 2803
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 88,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1081,
          "common_five": 161
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1081,
          "common_five": 273
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1081,
          "common_five": 336
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1071,
          "common_five": 396
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 993,
          "common_five": 522
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1689,
          "spearman": 0.9528040497275928,
          "bottom_quintile_jaccard": 0.7742782152230971,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1689,
          "spearman": 0.49939394352973504,
          "bottom_quintile_jaccard": 0.33861386138613864,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1689,
          "spearman": 0.49684507141033,
          "bottom_quintile_jaccard": 0.34393638170974156,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1689,
          "spearman": 0.45584044135846274,
          "bottom_quintile_jaccard": 0.31773879142300193,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1689,
          "spearman": 0.4363486168596092,
          "bottom_quintile_jaccard": 0.31773879142300193,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1689,
          "spearman": 0.43512258930643466,
          "bottom_quintile_jaccard": 0.3254901960784314,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1689,
          "spearman": 0.39542270262074397,
          "bottom_quintile_jaccard": 0.305019305019305,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1689,
          "spearman": 0.9810494407331893,
          "bottom_quintile_jaccard": 0.8725761772853186,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1689,
          "spearman": 0.9285757428876455,
          "bottom_quintile_jaccard": 0.7650130548302873,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1689,
          "spearman": 0.9544771604845722,
          "bottom_quintile_jaccard": 0.8123324396782842,
          "first_selected": 338,
          "second_selected": 338
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9270687936191426
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9378048780487807
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6525922233300101
        }
      ]
    },
    {
      "date": "20250731",
      "quote_records": 5409,
      "input_quote_records": 5409,
      "all_metrics_available": 1687,
      "common_five": 1687,
      "stale_statements": 0,
      "no_common_report": 2,
      "minority_equity_present": 3726,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5277,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3798,
          "nonpositive": 1437,
          "missing_or_invalid": 174
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3684,
          "nonpositive": 1669,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 5384,
          "nonpositive": 25,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2573,
          "nonpositive": 30,
          "missing_or_invalid": 2806
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2525,
          "nonpositive": 76,
          "missing_or_invalid": 2808
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 87,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1081,
          "common_five": 155
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1082,
          "common_five": 269
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1081,
          "common_five": 344
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1071,
          "common_five": 411
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 995,
          "common_five": 507
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1687,
          "spearman": 0.9531236614138995,
          "bottom_quintile_jaccard": 0.7883597883597884,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1687,
          "spearman": 0.5014882640518867,
          "bottom_quintile_jaccard": 0.35470941883767537,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.4985064522118245,
          "bottom_quintile_jaccard": 0.36016096579476864,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.4579106290148585,
          "bottom_quintile_jaccard": 0.3280943025540275,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1687,
          "spearman": 0.44056151340283944,
          "bottom_quintile_jaccard": 0.33070866141732286,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.43934496686427504,
          "bottom_quintile_jaccard": 0.33861386138613864,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.4006303112484587,
          "bottom_quintile_jaccard": 0.31007751937984496,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.9807917365403717,
          "bottom_quintile_jaccard": 0.8622589531680441,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.9287786340141028,
          "bottom_quintile_jaccard": 0.7604166666666666,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.9546426556160562,
          "bottom_quintile_jaccard": 0.8419618528610354,
          "first_selected": 338,
          "second_selected": 338
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.9235710813250918
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 21,
          "median_within_stratum_spearman": 0.925239316548062
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 21,
          "median_within_stratum_spearman": 0.6471423313528577
        }
      ]
    },
    {
      "date": "20250829",
      "quote_records": 5414,
      "input_quote_records": 5414,
      "all_metrics_available": 1687,
      "common_five": 1687,
      "stale_statements": 0,
      "no_common_report": 42,
      "minority_equity_present": 3754,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5265,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3764,
          "nonpositive": 1489,
          "missing_or_invalid": 161
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3666,
          "nonpositive": 1723,
          "missing_or_invalid": 25
        },
        {
          "metric": "pb_parent",
          "available": 5384,
          "nonpositive": 30,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2602,
          "nonpositive": 32,
          "missing_or_invalid": 2780
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2556,
          "nonpositive": 77,
          "missing_or_invalid": 2781
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 12,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 86,
          "common_five": 1
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1082,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1083,
          "common_five": 281
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1083,
          "common_five": 334
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1071,
          "common_five": 415
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 997,
          "common_five": 502
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1687,
          "spearman": 0.9453204602055325,
          "bottom_quintile_jaccard": 0.7650130548302873,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1687,
          "spearman": 0.5170812046882747,
          "bottom_quintile_jaccard": 0.3466135458167331,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.5133300718467164,
          "bottom_quintile_jaccard": 0.35470941883767537,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.46930546371224396,
          "bottom_quintile_jaccard": 0.3333333333333333,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1687,
          "spearman": 0.44526801024998847,
          "bottom_quintile_jaccard": 0.3280943025540275,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.4413964087209262,
          "bottom_quintile_jaccard": 0.3359683794466403,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.4007889783000599,
          "bottom_quintile_jaccard": 0.31007751937984496,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1687,
          "spearman": 0.9814932562579008,
          "bottom_quintile_jaccard": 0.8725761772853186,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.9317200380185071,
          "bottom_quintile_jaccard": 0.7789473684210526,
          "first_selected": 338,
          "second_selected": 338
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1687,
          "spearman": 0.9575253861533937,
          "bottom_quintile_jaccard": 0.8172043010752689,
          "first_selected": 338,
          "second_selected": 338
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9128059832181286
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9424693559186466
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7158052717789981
        }
      ]
    },
    {
      "date": "20250930",
      "quote_records": 5423,
      "input_quote_records": 5423,
      "all_metrics_available": 1693,
      "common_five": 1691,
      "stale_statements": 0,
      "no_common_report": 104,
      "minority_equity_present": 3764,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5274,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3758,
          "nonpositive": 1505,
          "missing_or_invalid": 160
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3664,
          "nonpositive": 1746,
          "missing_or_invalid": 13
        },
        {
          "metric": "pb_parent",
          "available": 5392,
          "nonpositive": 31,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2620,
          "nonpositive": 33,
          "missing_or_invalid": 2770
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2571,
          "nonpositive": 79,
          "missing_or_invalid": 2773
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 16,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 82,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1084,
          "common_five": 156
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1085,
          "common_five": 279
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1084,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1069,
          "common_five": 398
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1003,
          "common_five": 516
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1691,
          "spearman": 0.9442937717160256,
          "bottom_quintile_jaccard": 0.7795275590551181,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1691,
          "spearman": 0.5303097798703204,
          "bottom_quintile_jaccard": 0.3587174348697395,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1691,
          "spearman": 0.5221909982069912,
          "bottom_quintile_jaccard": 0.3587174348697395,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1691,
          "spearman": 0.4784622541859518,
          "bottom_quintile_jaccard": 0.34791252485089463,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1691,
          "spearman": 0.45553333765646764,
          "bottom_quintile_jaccard": 0.32941176470588235,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1691,
          "spearman": 0.44791416091772945,
          "bottom_quintile_jaccard": 0.32941176470588235,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1691,
          "spearman": 0.40759751887828616,
          "bottom_quintile_jaccard": 0.31650485436893205,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1691,
          "spearman": 0.9823689678968566,
          "bottom_quintile_jaccard": 0.8833333333333333,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1691,
          "spearman": 0.9361814276016839,
          "bottom_quintile_jaccard": 0.765625,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1691,
          "spearman": 0.9601786174154958,
          "bottom_quintile_jaccard": 0.8225806451612904,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8943162101056837
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9362259755387302
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7861545756282597
        }
      ]
    },
    {
      "date": "20251031",
      "quote_records": 5432,
      "input_quote_records": 5432,
      "all_metrics_available": 1695,
      "common_five": 1693,
      "stale_statements": 0,
      "no_common_report": 102,
      "minority_equity_present": 3757,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5392,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3760,
          "nonpositive": 1526,
          "missing_or_invalid": 146
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3612,
          "nonpositive": 1777,
          "missing_or_invalid": 43
        },
        {
          "metric": "pb_parent",
          "available": 5395,
          "nonpositive": 37,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2639,
          "nonpositive": 33,
          "missing_or_invalid": 2760
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2593,
          "nonpositive": 77,
          "missing_or_invalid": 2762
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 13,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 85,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1086,
          "common_five": 151
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1086,
          "common_five": 280
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1087,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1073,
          "common_five": 405
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1002,
          "common_five": 515
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1693,
          "spearman": 0.9390443151241114,
          "bottom_quintile_jaccard": 0.774869109947644,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.5208604548028116,
          "bottom_quintile_jaccard": 0.33992094861660077,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.5142814470104792,
          "bottom_quintile_jaccard": 0.3346456692913386,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.4729648651954746,
          "bottom_quintile_jaccard": 0.313953488372093,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.45053696076853217,
          "bottom_quintile_jaccard": 0.31906614785992216,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.44609177111710585,
          "bottom_quintile_jaccard": 0.313953488372093,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.407510961315968,
          "bottom_quintile_jaccard": 0.29636711281070743,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.9821121514811886,
          "bottom_quintile_jaccard": 0.9044943820224719,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9337815945722435,
          "bottom_quintile_jaccard": 0.7889182058047494,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9575035769217981,
          "bottom_quintile_jaccard": 0.8373983739837398,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8864061449651367
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9455639416597941
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7706723671656994
        }
      ]
    },
    {
      "date": "20251128",
      "quote_records": 5433,
      "input_quote_records": 5433,
      "all_metrics_available": 1696,
      "common_five": 1694,
      "stale_statements": 0,
      "no_common_report": 97,
      "minority_equity_present": 3754,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5410,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3756,
          "nonpositive": 1528,
          "missing_or_invalid": 149
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3605,
          "nonpositive": 1781,
          "missing_or_invalid": 47
        },
        {
          "metric": "pb_parent",
          "available": 5393,
          "nonpositive": 40,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2634,
          "nonpositive": 34,
          "missing_or_invalid": 2765
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2590,
          "nonpositive": 77,
          "missing_or_invalid": 2766
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 14,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 81,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1086,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1087,
          "common_five": 288
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1086,
          "common_five": 333
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1073,
          "common_five": 407
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1006,
          "common_five": 512
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1694,
          "spearman": 0.939662847133151,
          "bottom_quintile_jaccard": 0.7564766839378239,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1694,
          "spearman": 0.5079074524673958,
          "bottom_quintile_jaccard": 0.3320235756385069,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1694,
          "spearman": 0.5020663079404791,
          "bottom_quintile_jaccard": 0.3320235756385069,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1694,
          "spearman": 0.4644499586682129,
          "bottom_quintile_jaccard": 0.3346456692913386,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1694,
          "spearman": 0.4373871731882262,
          "bottom_quintile_jaccard": 0.29636711281070743,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1694,
          "spearman": 0.4332484760448279,
          "bottom_quintile_jaccard": 0.30134357005758156,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1694,
          "spearman": 0.3979464797436104,
          "bottom_quintile_jaccard": 0.2988505747126437,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1694,
          "spearman": 0.9813415587087786,
          "bottom_quintile_jaccard": 0.8781163434903048,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1694,
          "spearman": 0.9342537845105086,
          "bottom_quintile_jaccard": 0.7702349869451697,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1694,
          "spearman": 0.9591586240777766,
          "bottom_quintile_jaccard": 0.8274932614555256,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8785917296183059
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9405576039448564
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8157601816656835
        }
      ]
    },
    {
      "date": "20251231",
      "quote_records": 5458,
      "input_quote_records": 5458,
      "all_metrics_available": 1695,
      "common_five": 1693,
      "stale_statements": 0,
      "no_common_report": 100,
      "minority_equity_present": 3764,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5435,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3756,
          "nonpositive": 1533,
          "missing_or_invalid": 169
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3620,
          "nonpositive": 1788,
          "missing_or_invalid": 50
        },
        {
          "metric": "pb_parent",
          "available": 5419,
          "nonpositive": 39,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2642,
          "nonpositive": 34,
          "missing_or_invalid": 2782
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2597,
          "nonpositive": 78,
          "missing_or_invalid": 2783
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 17,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 81,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1091,
          "common_five": 157
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1092,
          "common_five": 279
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1091,
          "common_five": 334
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1075,
          "common_five": 410
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1011,
          "common_five": 513
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1693,
          "spearman": 0.9402094152957019,
          "bottom_quintile_jaccard": 0.7795275590551181,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.5283203745017724,
          "bottom_quintile_jaccard": 0.3346456692913386,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.5224218828604164,
          "bottom_quintile_jaccard": 0.3425742574257426,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.485736625107867,
          "bottom_quintile_jaccard": 0.31906614785992216,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.4565251700417436,
          "bottom_quintile_jaccard": 0.2988505747126437,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.45282536130103945,
          "bottom_quintile_jaccard": 0.3063583815028902,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.4187694286091258,
          "bottom_quintile_jaccard": 0.2889733840304182,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.9817038966894842,
          "bottom_quintile_jaccard": 0.8885793871866295,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.936044120915608,
          "bottom_quintile_jaccard": 0.8031914893617021,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9605499826348903,
          "bottom_quintile_jaccard": 0.8274932614555256,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8912850297540307
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9409644692296735
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7975251115664147
        }
      ]
    },
    {
      "date": "20260130",
      "quote_records": 5462,
      "input_quote_records": 5462,
      "all_metrics_available": 1695,
      "common_five": 1693,
      "stale_statements": 0,
      "no_common_report": 100,
      "minority_equity_present": 3767,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5439,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3757,
          "nonpositive": 1528,
          "missing_or_invalid": 177
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3626,
          "nonpositive": 1786,
          "missing_or_invalid": 50
        },
        {
          "metric": "pb_parent",
          "available": 5423,
          "nonpositive": 39,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2640,
          "nonpositive": 34,
          "missing_or_invalid": 2788
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2595,
          "nonpositive": 78,
          "missing_or_invalid": 2789
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 18,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1092,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1092,
          "common_five": 270
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1093,
          "common_five": 343
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1074,
          "common_five": 414
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1013,
          "common_five": 512
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1693,
          "spearman": 0.9426014387038333,
          "bottom_quintile_jaccard": 0.7842105263157895,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.5440128612549813,
          "bottom_quintile_jaccard": 0.34791252485089463,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.5371151036314566,
          "bottom_quintile_jaccard": 0.34523809523809523,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.5032710361102043,
          "bottom_quintile_jaccard": 0.32941176470588235,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.4711599902727095,
          "bottom_quintile_jaccard": 0.31650485436893205,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.4665483556199795,
          "bottom_quintile_jaccard": 0.313953488372093,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.4358594554206021,
          "bottom_quintile_jaccard": 0.2988505747126437,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.981780522669106,
          "bottom_quintile_jaccard": 0.8991596638655462,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9376606531074639,
          "bottom_quintile_jaccard": 0.7936507936507936,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.962419561577432,
          "bottom_quintile_jaccard": 0.8474114441416893,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9159909311118988
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9437772510847648
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7970300803048863
        }
      ]
    },
    {
      "date": "20260227",
      "quote_records": 5471,
      "input_quote_records": 5471,
      "all_metrics_available": 1695,
      "common_five": 1693,
      "stale_statements": 0,
      "no_common_report": 103,
      "minority_equity_present": 3764,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5448,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3761,
          "nonpositive": 1529,
          "missing_or_invalid": 181
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3633,
          "nonpositive": 1786,
          "missing_or_invalid": 52
        },
        {
          "metric": "pb_parent",
          "available": 5432,
          "nonpositive": 39,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2637,
          "nonpositive": 34,
          "missing_or_invalid": 2800
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2592,
          "nonpositive": 78,
          "missing_or_invalid": 2801
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 18,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 80,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1094,
          "common_five": 155
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1094,
          "common_five": 287
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1094,
          "common_five": 328
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1076,
          "common_five": 416
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1015,
          "common_five": 507
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1693,
          "spearman": 0.9430462630749168,
          "bottom_quintile_jaccard": 0.7889182058047494,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.5529168836718069,
          "bottom_quintile_jaccard": 0.34523809523809523,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.545349233572787,
          "bottom_quintile_jaccard": 0.3425742574257426,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.5117182033875073,
          "bottom_quintile_jaccard": 0.32941176470588235,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1693,
          "spearman": 0.47898218571350976,
          "bottom_quintile_jaccard": 0.31650485436893205,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.474191501572994,
          "bottom_quintile_jaccard": 0.313953488372093,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.4430007266781971,
          "bottom_quintile_jaccard": 0.3063583815028902,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1693,
          "spearman": 0.9813251537560645,
          "bottom_quintile_jaccard": 0.8885793871866295,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9390856277690335,
          "bottom_quintile_jaccard": 0.774869109947644,
          "first_selected": 339,
          "second_selected": 339
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1693,
          "spearman": 0.9639965715203268,
          "bottom_quintile_jaccard": 0.8524590163934426,
          "first_selected": 339,
          "second_selected": 339
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9076544327614693
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9385323381789967
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.8168225150343476
        }
      ]
    },
    {
      "date": "20260331",
      "quote_records": 5482,
      "input_quote_records": 5482,
      "all_metrics_available": 1703,
      "common_five": 1700,
      "stale_statements": 0,
      "no_common_report": 114,
      "minority_equity_present": 3774,
      "preferred_equity_present": 22,
      "preferred_equity_unknown": 5439,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3787,
          "nonpositive": 1516,
          "missing_or_invalid": 179
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3662,
          "nonpositive": 1764,
          "missing_or_invalid": 56
        },
        {
          "metric": "pb_parent",
          "available": 5445,
          "nonpositive": 37,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2636,
          "nonpositive": 35,
          "missing_or_invalid": 2811
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2590,
          "nonpositive": 79,
          "missing_or_invalid": 2813
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 17,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 81,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1096,
          "common_five": 160
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1096,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1097,
          "common_five": 340
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1079,
          "common_five": 419
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1016,
          "common_five": 506
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1700,
          "spearman": 0.9408021867217008,
          "bottom_quintile_jaccard": 0.798941798941799,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1700,
          "spearman": 0.527165450881593,
          "bottom_quintile_jaccard": 0.3076923076923077,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1700,
          "spearman": 0.5191535905884599,
          "bottom_quintile_jaccard": 0.3229571984435798,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1700,
          "spearman": 0.48715676779289735,
          "bottom_quintile_jaccard": 0.31021194605009633,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1700,
          "spearman": 0.44991891570571063,
          "bottom_quintile_jaccard": 0.26629422718808193,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1700,
          "spearman": 0.4447092871984099,
          "bottom_quintile_jaccard": 0.2781954887218045,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1700,
          "spearman": 0.41567720550605514,
          "bottom_quintile_jaccard": 0.26865671641791045,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1700,
          "spearman": 0.9804493260256164,
          "bottom_quintile_jaccard": 0.8994413407821229,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1700,
          "spearman": 0.937821073538739,
          "bottom_quintile_jaccard": 0.7754569190600522,
          "first_selected": 340,
          "second_selected": 340
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1700,
          "spearman": 0.9637541474418989,
          "bottom_quintile_jaccard": 0.8328840970350404,
          "first_selected": 340,
          "second_selected": 340
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8942173332093377
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9358913673716799
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.817398119122257
        }
      ]
    },
    {
      "date": "20260430",
      "quote_records": 5460,
      "input_quote_records": 5460,
      "all_metrics_available": 1728,
      "common_five": 1726,
      "stale_statements": 0,
      "no_common_report": 104,
      "minority_equity_present": 3783,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5310,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3830,
          "nonpositive": 1476,
          "missing_or_invalid": 154
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3684,
          "nonpositive": 1721,
          "missing_or_invalid": 55
        },
        {
          "metric": "pb_parent",
          "available": 5434,
          "nonpositive": 26,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2606,
          "nonpositive": 34,
          "missing_or_invalid": 2820
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2553,
          "nonpositive": 84,
          "missing_or_invalid": 2823
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 18,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1092,
          "common_five": 158
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1092,
          "common_five": 291
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1092,
          "common_five": 335
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1074,
          "common_five": 439
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1013,
          "common_five": 503
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1726,
          "spearman": 0.9483503788869428,
          "bottom_quintile_jaccard": 0.8162729658792651,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1726,
          "spearman": 0.542494022107794,
          "bottom_quintile_jaccard": 0.3155893536121673,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1726,
          "spearman": 0.5395931605567607,
          "bottom_quintile_jaccard": 0.3180952380952381,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1726,
          "spearman": 0.5047816317190155,
          "bottom_quintile_jaccard": 0.3155893536121673,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1726,
          "spearman": 0.4748901817290317,
          "bottom_quintile_jaccard": 0.29345794392523367,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1726,
          "spearman": 0.4727336917759193,
          "bottom_quintile_jaccard": 0.2958801498127341,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1726,
          "spearman": 0.44014507913437834,
          "bottom_quintile_jaccard": 0.291044776119403,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1726,
          "spearman": 0.9838238037075696,
          "bottom_quintile_jaccard": 0.8804347826086957,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1726,
          "spearman": 0.9413329199439556,
          "bottom_quintile_jaccard": 0.7927461139896373,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1726,
          "spearman": 0.9626805403378018,
          "bottom_quintile_jaccard": 0.8502673796791443,
          "first_selected": 346,
          "second_selected": 346
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9245535544886126
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9515429188254299
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.6691594162657871
        }
      ]
    },
    {
      "date": "20260529",
      "quote_records": 5506,
      "input_quote_records": 5506,
      "all_metrics_available": 1730,
      "common_five": 1728,
      "stale_statements": 0,
      "no_common_report": 105,
      "minority_equity_present": 3807,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5352,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3796,
          "nonpositive": 1535,
          "missing_or_invalid": 175
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3680,
          "nonpositive": 1764,
          "missing_or_invalid": 62
        },
        {
          "metric": "pb_parent",
          "available": 5472,
          "nonpositive": 34,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2625,
          "nonpositive": 38,
          "missing_or_invalid": 2843
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2575,
          "nonpositive": 85,
          "missing_or_invalid": 2846
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 1,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 20,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1101,
          "common_five": 154
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1101,
          "common_five": 290
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1100,
          "common_five": 337
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1081,
          "common_five": 439
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1025,
          "common_five": 508
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1728,
          "spearman": 0.948664974352202,
          "bottom_quintile_jaccard": 0.8162729658792651,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1728,
          "spearman": 0.5759768735380535,
          "bottom_quintile_jaccard": 0.3231357552581262,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1728,
          "spearman": 0.5712766811911969,
          "bottom_quintile_jaccard": 0.3231357552581262,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1728,
          "spearman": 0.5369048972594062,
          "bottom_quintile_jaccard": 0.31309297912713474,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1728,
          "spearman": 0.5110504787423996,
          "bottom_quintile_jaccard": 0.2958801498127341,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1728,
          "spearman": 0.5081564383022646,
          "bottom_quintile_jaccard": 0.29345794392523367,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1728,
          "spearman": 0.47646528100349755,
          "bottom_quintile_jaccard": 0.2862453531598513,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1728,
          "spearman": 0.9849925956823375,
          "bottom_quintile_jaccard": 0.885558583106267,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1728,
          "spearman": 0.9450914698777588,
          "bottom_quintile_jaccard": 0.7881136950904393,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1728,
          "spearman": 0.964694336467719,
          "bottom_quintile_jaccard": 0.8552278820375335,
          "first_selected": 346,
          "second_selected": 346
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9242704683987769
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9435005366436485
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.6914054281506415
        }
      ]
    },
    {
      "date": "20260630",
      "quote_records": 5586,
      "input_quote_records": 5586,
      "all_metrics_available": 1729,
      "common_five": 1727,
      "stale_statements": 0,
      "no_common_report": 183,
      "minority_equity_present": 3802,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5432,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3793,
          "nonpositive": 1531,
          "missing_or_invalid": 262
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3683,
          "nonpositive": 1760,
          "missing_or_invalid": 143
        },
        {
          "metric": "pb_parent",
          "available": 5473,
          "nonpositive": 35,
          "missing_or_invalid": 78
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2625,
          "nonpositive": 37,
          "missing_or_invalid": 2924
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2575,
          "nonpositive": 84,
          "missing_or_invalid": 2927
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 3,
          "records": 2,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 21,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 75,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1062,
          "common_five": 160
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1108,
          "common_five": 270
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1109,
          "common_five": 345
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1092,
          "common_five": 421
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1039,
          "common_five": 531
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 1,
          "records": 55,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 2,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 3,
          "records": 6,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 4,
          "records": 4,
          "common_five": 0
        },
        {
          "reporting_group": "unknown",
          "size_bucket": 5,
          "records": 4,
          "common_five": 0
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1727,
          "spearman": 0.9513160034894411,
          "bottom_quintile_jaccard": 0.8162729658792651,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1727,
          "spearman": 0.6257654865666652,
          "bottom_quintile_jaccard": 0.31309297912713474,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1727,
          "spearman": 0.6210889557202689,
          "bottom_quintile_jaccard": 0.31309297912713474,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1727,
          "spearman": 0.5889850794443167,
          "bottom_quintile_jaccard": 0.3155893536121673,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1727,
          "spearman": 0.5613698977284934,
          "bottom_quintile_jaccard": 0.3007518796992481,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1727,
          "spearman": 0.5581965021494215,
          "bottom_quintile_jaccard": 0.291044776119403,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1727,
          "spearman": 0.5284602446478052,
          "bottom_quintile_jaccard": 0.29345794392523367,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1727,
          "spearman": 0.9871393602012701,
          "bottom_quintile_jaccard": 0.8804347826086957,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1727,
          "spearman": 0.9519955442267625,
          "bottom_quintile_jaccard": 0.7789203084832905,
          "first_selected": 346,
          "second_selected": 346
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1727,
          "spearman": 0.9690765852985576,
          "bottom_quintile_jaccard": 0.8355437665782494,
          "first_selected": 346,
          "second_selected": 346
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9313442868124567
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9505620773917876
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7196675021991681
        }
      ]
    },
    {
      "date": "20260731",
      "quote_records": 5528,
      "input_quote_records": 5528,
      "all_metrics_available": 1733,
      "common_five": 1731,
      "stale_statements": 0,
      "no_common_report": 105,
      "minority_equity_present": 3814,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5374,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3798,
          "nonpositive": 1532,
          "missing_or_invalid": 198
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3700,
          "nonpositive": 1761,
          "missing_or_invalid": 67
        },
        {
          "metric": "pb_parent",
          "available": 5494,
          "nonpositive": 34,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2629,
          "nonpositive": 38,
          "missing_or_invalid": 2861
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2579,
          "nonpositive": 85,
          "missing_or_invalid": 2864
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 15,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 83,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1105,
          "common_five": 165
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1106,
          "common_five": 265
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1105,
          "common_five": 350
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1091,
          "common_five": 423
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1023,
          "common_five": 528
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1731,
          "spearman": 0.9419200091026679,
          "bottom_quintile_jaccard": 0.7794871794871795,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1731,
          "spearman": 0.5106883561760308,
          "bottom_quintile_jaccard": 0.30206378986866794,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.5072323176731152,
          "bottom_quintile_jaccard": 0.30206378986866794,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.471877665640434,
          "bottom_quintile_jaccard": 0.2899628252788104,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1731,
          "spearman": 0.4426658730675252,
          "bottom_quintile_jaccard": 0.27339449541284405,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.4410568057700882,
          "bottom_quintile_jaccard": 0.27339449541284405,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.40855274821838705,
          "bottom_quintile_jaccard": 0.2664233576642336,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1731,
          "spearman": 0.9839935863949356,
          "bottom_quintile_jaccard": 0.8910081743869209,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.9415687868814044,
          "bottom_quintile_jaccard": 0.7749360613810742,
          "first_selected": 347,
          "second_selected": 347
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1731,
          "spearman": 0.962172262946517,
          "bottom_quintile_jaccard": 0.8072916666666666,
          "first_selected": 347,
          "second_selected": 347
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9198877091131311
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9311892935827687
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.6939350530838733
        }
      ]
    },
    {
      "date": "20260831",
      "quote_records": 5545,
      "input_quote_records": 5545,
      "all_metrics_available": 1749,
      "common_five": 1748,
      "stale_statements": 0,
      "no_common_report": 91,
      "minority_equity_present": 3849,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5378,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3818,
          "nonpositive": 1627,
          "missing_or_invalid": 100
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3687,
          "nonpositive": 1852,
          "missing_or_invalid": 6
        },
        {
          "metric": "pb_parent",
          "available": 5500,
          "nonpositive": 45,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2691,
          "nonpositive": 42,
          "missing_or_invalid": 2812
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2641,
          "nonpositive": 88,
          "missing_or_invalid": 2816
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 11,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 79,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1109,
          "common_five": 151
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1109,
          "common_five": 278
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1109,
          "common_five": 343
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1098,
          "common_five": 444
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1030,
          "common_five": 532
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1748,
          "spearman": 0.9468466352524529,
          "bottom_quintile_jaccard": 0.7811704834605598,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1748,
          "spearman": 0.5406644395157322,
          "bottom_quintile_jaccard": 0.30111524163568776,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1748,
          "spearman": 0.5370822715575296,
          "bottom_quintile_jaccard": 0.3157894736842105,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1748,
          "spearman": 0.49669535547548754,
          "bottom_quintile_jaccard": 0.2962962962962963,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1748,
          "spearman": 0.4816200194166535,
          "bottom_quintile_jaccard": 0.2727272727272727,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1748,
          "spearman": 0.4780413788750617,
          "bottom_quintile_jaccard": 0.289134438305709,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1748,
          "spearman": 0.4382074696003473,
          "bottom_quintile_jaccard": 0.2727272727272727,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1748,
          "spearman": 0.9840959726749863,
          "bottom_quintile_jaccard": 0.8766756032171582,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1748,
          "spearman": 0.9404907899635344,
          "bottom_quintile_jaccard": 0.7721518987341772,
          "first_selected": 350,
          "second_selected": 350
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1748,
          "spearman": 0.9610605626943515,
          "bottom_quintile_jaccard": 0.8276762402088773,
          "first_selected": 350,
          "second_selected": 350
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8919432951922641
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9278825105607251
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.7705740464299444
        }
      ]
    },
    {
      "date": "20260930",
      "quote_records": 5561,
      "input_quote_records": 5561,
      "all_metrics_available": 1742,
      "common_five": 1741,
      "stale_statements": 0,
      "no_common_report": 88,
      "minority_equity_present": 3851,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5396,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3835,
          "nonpositive": 1630,
          "missing_or_invalid": 96
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3699,
          "nonpositive": 1858,
          "missing_or_invalid": 4
        },
        {
          "metric": "pb_parent",
          "available": 5516,
          "nonpositive": 45,
          "missing_or_invalid": 0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2688,
          "nonpositive": 41,
          "missing_or_invalid": 2832
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2639,
          "nonpositive": 86,
          "missing_or_invalid": 2836
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 77,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1112,
          "common_five": 147
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1112,
          "common_five": 283
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1112,
          "common_five": 348
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1102,
          "common_five": 428
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1036,
          "common_five": 535
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1741,
          "spearman": 0.9475732343421863,
          "bottom_quintile_jaccard": 0.745,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1741,
          "spearman": 0.5381369949312487,
          "bottom_quintile_jaccard": 0.2878228782287823,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1741,
          "spearman": 0.5345287383306306,
          "bottom_quintile_jaccard": 0.30223880597014924,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1741,
          "spearman": 0.49235586412645527,
          "bottom_quintile_jaccard": 0.285451197053407,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1741,
          "spearman": 0.4824612215608275,
          "bottom_quintile_jaccard": 0.26678765880217786,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1741,
          "spearman": 0.47909276665713346,
          "bottom_quintile_jaccard": 0.2760511882998172,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1741,
          "spearman": 0.43768774451308234,
          "bottom_quintile_jaccard": 0.2644927536231884,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1741,
          "spearman": 0.983829227082213,
          "bottom_quintile_jaccard": 0.8763440860215054,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1741,
          "spearman": 0.9382937125202547,
          "bottom_quintile_jaccard": 0.7493734335839599,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1741,
          "spearman": 0.9590066054105659,
          "bottom_quintile_jaccard": 0.812987012987013,
          "first_selected": 349,
          "second_selected": 349
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.8816067653276957
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9266156395486468
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7825640575640576
        }
      ]
    },
    {
      "date": "20261016",
      "quote_records": 5567,
      "input_quote_records": 5567,
      "all_metrics_available": 1744,
      "common_five": 1743,
      "stale_statements": 75,
      "no_common_report": 88,
      "minority_equity_present": 3854,
      "preferred_equity_present": 21,
      "preferred_equity_unknown": 5401,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3839,
          "nonpositive": 1632,
          "missing_or_invalid": 96
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3703,
          "nonpositive": 1860,
          "missing_or_invalid": 4
        },
        {
          "metric": "pb_parent",
          "available": 5447,
          "nonpositive": 45,
          "missing_or_invalid": 75
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2650,
          "nonpositive": 42,
          "missing_or_invalid": 2875
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2601,
          "nonpositive": 87,
          "missing_or_invalid": 2879
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1113,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1113,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1114,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1104,
          "common_five": 438
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1036,
          "common_five": 530
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1743,
          "spearman": 0.946569974843345,
          "bottom_quintile_jaccard": 0.7537688442211056,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1743,
          "spearman": 0.5066281870563905,
          "bottom_quintile_jaccard": 0.28073394495412846,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.5044582775761496,
          "bottom_quintile_jaccard": 0.285451197053407,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.46057673113376424,
          "bottom_quintile_jaccard": 0.2737226277372263,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1743,
          "spearman": 0.449878855086568,
          "bottom_quintile_jaccard": 0.24865831842576028,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.44778504302400246,
          "bottom_quintile_jaccard": 0.25314183123877915,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.4050269238011856,
          "bottom_quintile_jaccard": 0.24865831842576028,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.9831586760873126,
          "bottom_quintile_jaccard": 0.8967391304347826,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.9343185693344648,
          "bottom_quintile_jaccard": 0.7581863979848866,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.9558181633576874,
          "bottom_quintile_jaccard": 0.8224543080939948,
          "first_selected": 349,
          "second_selected": 349
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9028797289666857
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9298942591720536
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7783031027371579
        }
      ]
    }
  ],
  "retained_vintage": [
    {
      "date": "20260928",
      "quote_records": 5557,
      "input_quote_records": 5557,
      "all_metrics_available": 1738,
      "common_five": 1738,
      "stale_statements": 59,
      "no_common_report": 88,
      "minority_equity_present": 3846,
      "preferred_equity_present": 23,
      "preferred_equity_unknown": 5389,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3831,
          "nonpositive": 1630,
          "missing_or_invalid": 96
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3695,
          "nonpositive": 1858,
          "missing_or_invalid": 4
        },
        {
          "metric": "pb_parent",
          "available": 5452,
          "nonpositive": 46,
          "missing_or_invalid": 59
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2654,
          "nonpositive": 42,
          "missing_or_invalid": 2861
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2605,
          "nonpositive": 87,
          "missing_or_invalid": 2865
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 10,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1111,
          "common_five": 147
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1111,
          "common_five": 281
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1112,
          "common_five": 342
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1101,
          "common_five": 433
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1034,
          "common_five": 535
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1738,
          "spearman": 0.947870326835704,
          "bottom_quintile_jaccard": 0.7575757575757576,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1738,
          "spearman": 0.5434384835690149,
          "bottom_quintile_jaccard": 0.28888888888888886,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1738,
          "spearman": 0.5400234256207317,
          "bottom_quintile_jaccard": 0.30337078651685395,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1738,
          "spearman": 0.4981777523498322,
          "bottom_quintile_jaccard": 0.2936802973977695,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1738,
          "spearman": 0.48869639060803277,
          "bottom_quintile_jaccard": 0.2608695652173913,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1738,
          "spearman": 0.485409683082333,
          "bottom_quintile_jaccard": 0.27239488117001825,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1738,
          "spearman": 0.44433269517101837,
          "bottom_quintile_jaccard": 0.2677595628415301,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1738,
          "spearman": 0.9839010278901488,
          "bottom_quintile_jaccard": 0.8810810810810811,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1738,
          "spearman": 0.938776210698556,
          "bottom_quintile_jaccard": 0.7356608478802993,
          "first_selected": 348,
          "second_selected": 348
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1738,
          "spearman": 0.9593663504303755,
          "bottom_quintile_jaccard": 0.8077922077922078,
          "first_selected": 348,
          "second_selected": 348
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.8943500630197707
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 20,
          "median_within_stratum_spearman": 0.9310487811189682
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 20,
          "median_within_stratum_spearman": 0.778066312838924
        }
      ]
    },
    {
      "date": "20261016",
      "quote_records": 5567,
      "input_quote_records": 5567,
      "all_metrics_available": 1744,
      "common_five": 1743,
      "stale_statements": 70,
      "no_common_report": 87,
      "minority_equity_present": 3852,
      "preferred_equity_present": 20,
      "preferred_equity_unknown": 5402,
      "metrics": [
        {
          "metric": "pe_ttm",
          "available": 3840,
          "nonpositive": 1632,
          "missing_or_invalid": 95
        },
        {
          "metric": "pe_deducted_proxy",
          "available": 3703,
          "nonpositive": 1860,
          "missing_or_invalid": 4
        },
        {
          "metric": "pb_parent",
          "available": 5452,
          "nonpositive": 45,
          "missing_or_invalid": 70
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "available": 2654,
          "nonpositive": 42,
          "missing_or_invalid": 2871
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "available": 2605,
          "nonpositive": 87,
          "missing_or_invalid": 2875
        }
      ],
      "report_type_size_coverage": [
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 4,
          "records": 9,
          "common_five": 0
        },
        {
          "reporting_group": "financial_reporting",
          "size_bucket": 5,
          "records": 78,
          "common_five": 0
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 1,
          "records": 1113,
          "common_five": 145
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 2,
          "records": 1113,
          "common_five": 275
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 3,
          "records": 1114,
          "common_five": 355
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 4,
          "records": 1104,
          "common_five": 438
        },
        {
          "reporting_group": "general_reporting",
          "size_bucket": 5,
          "records": 1036,
          "common_five": 530
        }
      ],
      "rank_pairs": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "n": 1743,
          "spearman": 0.946569974843345,
          "bottom_quintile_jaccard": 0.7537688442211056,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "n": 1743,
          "spearman": 0.5066281870563905,
          "bottom_quintile_jaccard": 0.28073394495412846,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.5044582775761496,
          "bottom_quintile_jaccard": 0.285451197053407,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_ttm",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.46057673113376424,
          "bottom_quintile_jaccard": 0.2737226277372263,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_parent",
          "n": 1743,
          "spearman": 0.449878855086568,
          "bottom_quintile_jaccard": 0.24865831842576028,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.44778504302400246,
          "bottom_quintile_jaccard": 0.25314183123877915,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pe_deducted_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.4050269238011856,
          "bottom_quintile_jaccard": 0.24865831842576028,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 0.9831586760873126,
          "bottom_quintile_jaccard": 0.8967391304347826,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.9343185693344648,
          "bottom_quintile_jaccard": 0.7581863979848866,
          "first_selected": 349,
          "second_selected": 349
        },
        {
          "first": "pb_ex_goodwill_proxy",
          "second": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 0.9558181633576874,
          "bottom_quintile_jaccard": 0.8224543080939948,
          "first_selected": 349,
          "second_selected": 349
        }
      ],
      "report_type_size_roe_rank_diagnostics": [
        {
          "first": "pe_ttm",
          "second": "pe_deducted_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9028797289666857
        },
        {
          "first": "pb_parent",
          "second": "pb_ex_intangibles_proxy",
          "strata": 19,
          "median_within_stratum_spearman": 0.9298942591720536
        },
        {
          "first": "pe_ttm",
          "second": "pb_parent",
          "strata": 19,
          "median_within_stratum_spearman": 0.7783031027371579
        }
      ]
    }
  ],
  "version_comparisons": [
    {
      "date": "20260928",
      "vintage": "vintage=20260926",
      "shared_quote_records": 5557,
      "different_balance_report_period": 84,
      "observed_common_five": 1738,
      "both_common_five": 1738,
      "metric_changes": [
        {
          "metric": "pe_ttm",
          "both_available": 3830,
          "different_values": 0,
          "availability_disagreements": 2
        },
        {
          "metric": "pe_deducted_proxy",
          "both_available": 3695,
          "different_values": 0,
          "availability_disagreements": 0
        },
        {
          "metric": "pb_parent",
          "both_available": 5452,
          "different_values": 25,
          "availability_disagreements": 59
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "both_available": 2654,
          "different_values": 15,
          "availability_disagreements": 32
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "both_available": 2605,
          "different_values": 15,
          "availability_disagreements": 32
        }
      ],
      "same_metric_version_rank_correlations": [
        {
          "metric": "pe_ttm",
          "n": 1738,
          "spearman": 0.9999999999999999
        },
        {
          "metric": "pe_deducted_proxy",
          "n": 1738,
          "spearman": 0.9999999999999999
        },
        {
          "metric": "pb_parent",
          "n": 1738,
          "spearman": 0.9999999999999999
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "n": 1738,
          "spearman": 0.9999999999999999
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "n": 1738,
          "spearman": 0.9999999999999999
        }
      ]
    },
    {
      "date": "20261016",
      "vintage": "vintage=20261016",
      "shared_quote_records": 5567,
      "different_balance_report_period": 11,
      "observed_common_five": 1743,
      "both_common_five": 1743,
      "metric_changes": [
        {
          "metric": "pe_ttm",
          "both_available": 3839,
          "different_values": 0,
          "availability_disagreements": 1
        },
        {
          "metric": "pe_deducted_proxy",
          "both_available": 3703,
          "different_values": 0,
          "availability_disagreements": 0
        },
        {
          "metric": "pb_parent",
          "both_available": 5444,
          "different_values": 0,
          "availability_disagreements": 11
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "both_available": 2649,
          "different_values": 0,
          "availability_disagreements": 6
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "both_available": 2600,
          "different_values": 0,
          "availability_disagreements": 6
        }
      ],
      "same_metric_version_rank_correlations": [
        {
          "metric": "pe_ttm",
          "n": 1743,
          "spearman": 1.0
        },
        {
          "metric": "pe_deducted_proxy",
          "n": 1743,
          "spearman": 1.0
        },
        {
          "metric": "pb_parent",
          "n": 1743,
          "spearman": 1.0
        },
        {
          "metric": "pb_ex_goodwill_proxy",
          "n": 1743,
          "spearman": 1.0
        },
        {
          "metric": "pb_ex_intangibles_proxy",
          "n": 1743,
          "spearman": 1.0
        }
      ]
    }
  ],
  "retained_vintage_attempts": [
    {
      "date": "20260831",
      "vintage": "vintage=20260829",
      "admitted": false,
      "reason": "normalized manifest hash mismatch"
    },
    {
      "date": "20260928",
      "vintage": "vintage=20260926",
      "admitted": true
    },
    {
      "date": "20261016",
      "vintage": "vintage=20261016",
      "admitted": true
    }
  ],
  "archive_metadata_audit": [
    {
      "vintage": "vintage=20260802",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260808",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260815",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260822",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260829",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260902",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260903",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260905",
      "archive_complete": false
    },
    {
      "vintage": "vintage=20260906",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": [
        "normalized/income",
        "normalized/balancesheet",
        "normalized/fina_indicator"
      ]
    },
    {
      "vintage": "vintage=20260912",
      "archive_complete": false
    },
    {
      "vintage": "vintage=20260919",
      "archive_complete": false
    },
    {
      "vintage": "vintage=20260926",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261002",
      "archive_complete": false
    },
    {
      "vintage": "vintage=20261003",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261004",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261005",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261006",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261007",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261008",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261009",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261010",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261011",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261012",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261013",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261014",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261015",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261016",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261017",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    },
    {
      "vintage": "vintage=20261018",
      "archive_complete": true,
      "archive_seal_matches": true,
      "normalized_manifest_mismatches": []
    }
  ]
}