{
  "alignment": {
    "identity": {
      "conclusion": "274 ID strings for 333 rows; ID1/ID2 may collide after concatenation. Mosquito identity and reacquisitions are not established by the available reconstruction script.",
      "evidence": [],
      "method": "unavailable",
      "missing_source_columns": [],
      "n_missing_identity": 562,
      "n_observations_with_identity": 0,
      "n_samples": null,
      "observations_per_unit": {},
      "sample_id_available": false,
      "source_columns": [],
      "status": "unavailable",
      "technical_repetitions": null,
      "unit": "274 ID strings for 333 rows"
    },
    "identity_status": "unavailable",
    "level": "observation",
    "n_known_sample_units": null,
    "n_observation_groups": 562,
    "n_observations_total": 562,
    "n_samples": null,
    "profile_scores": {
      "integrity_risk": 0.0,
      "local_artefact_risk": 1.0,
      "noise_risk": 0.0009697184922837155,
      "outlier_pressure": 0.7103082361023627,
      "reference_spread": 1.0,
      "repeatability_risk": null,
      "shape_drift": 0.40562246280895103,
      "structure_complexity": 0.8800182513480399
    },
    "repetition_semantics": "exported_rows_per_unit_per_source; technical/biological independence requires source evidence",
    "reps_per_sample": null,
    "sample_id_available": false,
    "source_coverage": {
      "in_all_sources": null,
      "in_one_source_only": null,
      "n_sources": 1,
      "pairwise_shared": null,
      "per_source": {
        "X": 562
      }
    },
    "technical_repetitions": null,
    "unit": "274 ID strings for 333 rows"
  },
  "assets": {
    "sources": {},
    "variables": []
  },
  "curation": {
    "contract_sha256": "4d92e9487e9ea9b042e8ca2939dd2fa50a2b69182f115810fc25fa350dbf51f1",
    "dataset_id": "harvard_dataverse_malaria_anopheles_gambiae_nir",
    "enrichments": [],
    "grain": "observation",
    "identity": {
      "conclusion": "274 ID strings for 333 rows; ID1/ID2 may collide after concatenation. Mosquito identity and reacquisitions are not established by the available reconstruction script.",
      "evidence": [],
      "method": "unavailable",
      "missing_source_columns": [],
      "n_missing_identity": 562,
      "n_observations_with_identity": 0,
      "n_samples": null,
      "observations_per_unit": {},
      "sample_id_available": false,
      "source_columns": [],
      "status": "unavailable",
      "technical_repetitions": null,
      "unit": "274 ID strings for 333 rows"
    },
    "mapping": "canonical/curation/mapping.json",
    "missing_policy": "Whole-token text rules; NA/ND/none preserved unless a column rule says otherwise; no unconfirmed numeric sentinels or implicit imputation.",
    "schema_version": "1.1",
    "source_hashes": {
      "M.csv": "a740344b862d29d1bb4b17942ae2180836dcc18c7ff59cc7a9669afca6721db4",
      "Y.csv": "f3dc96abc468d5e95fc7e46cd127221b45867d52c00501f12a0d873f4c7df9d8"
    },
    "source_values": "Immutable original M/Y tables retained separately; mappings do not make many-to-one NA normalization reversible.",
    "variables": [
      {
        "grain": "observation",
        "name": "infection_stage",
        "source_columns": [
          {
            "name": "infection_stage",
            "resource": "M.csv"
          }
        ],
        "stats": {
          "completeness_pct": 100.0,
          "imbalance_ratio": 1.4541484716157205,
          "n_missing": 0,
          "n_present": 562,
          "n_rows": 562,
          "n_unique": 2,
          "type": "categorical"
        },
        "unit": null,
        "view": "M"
      },
      {
        "grain": "observation",
        "name": "parasite_load",
        "source_columns": [
          {
            "name": "parasite_load",
            "resource": "Y.csv"
          }
        ],
        "stats": {
          "completeness_pct": 100.0,
          "max": 235864.0,
          "min": 0.0,
          "n_censored": 0,
          "n_invalid": 0,
          "n_missing": 0,
          "n_present": 562,
          "n_rows": 562,
          "n_unique": 309,
          "type": "numeric"
        },
        "unit": null,
        "view": "Y"
      }
    ],
    "views": {
      "M": [
        "infection_stage"
      ],
      "Y": [
        "parasite_load"
      ],
      "measurements": [],
      "passport": [
        "dataset_id",
        "id1",
        "id2",
        "id",
        "oocytes",
        "root",
        "relative_dir",
        "split_original",
        "grouped_y_exports",
        "active_status",
        "replaces_dataset_id",
        "url",
        "active_replacement_source_note"
      ]
    },
    "warnings": []
  },
  "generated_at": "2026-11-03T16:27:31.125625+00:00",
  "governance": {
    "access_policy": "Open per source license.",
    "license": "CC-BY-4.0",
    "permitted_use": "Research and benchmarking.",
    "redistribution_rights": "Rights retained from source metadata; review before public redistribution.",
    "tier": "public"
  },
  "identity": {
    "description": "Harvard Dataverse NIR spectra of Plasmodium falciparum infected Anopheles gambiae. Origin database composed from 2 standardized v2.0 leaves: 1 spectral source(s), 1 declared target(s). Auto-generated from dataset_card.json (verify before publication).",
    "domain": "harvard",
    "id": "harvard_dataverse_malaria_anopheles_gambiae_nir",
    "keywords": [
      "nir",
      "v2",
      "harvard"
    ],
    "name": "Harvard Dataverse NIR spectra of Plasmodium falciparum infected Anopheles gambiae",
    "tier": "public"
  },
  "integrity": {
    "content_hash": "5c4185984d596f73ed1aaa1c00933b838befe06da4fc0db171265a092a7821d3",
    "manifest": "manifest.json",
    "metadata_hash": "508a52d7e9393eed113b96bf8158df27df77f49fee1818a163a001358ad7a52b",
    "processing_hash": "21a1363144ceaf5795dff0c6d97c9a1408bb7171d554687914fb4ceb5fdbfd2e"
  },
  "protocol_version": "7",
  "provenance": {
    "contributor": "Malaria Anopheles gambiae oocyst NIR",
    "conversion_status": "ok",
    "origin_sources": [
      {
        "access": "open",
        "kind": "dataverse",
        "license": null,
        "locator": "10.7910/DVN/YD34OX",
        "title": "Harvard Dataverse"
      }
    ],
    "publications": [],
    "reference_method": null,
    "warnings": [
      "Curation identity contract: 274 ID strings for 333 rows; ID1/ID2 may collide after concatenation. Mosquito identity and reacquisitions are not established by the available reconstruction script."
    ]
  },
  "qualification_provenance": {
    "assessment_mode": "legacy",
    "diagnostic_domain": null,
    "interpretation": "uncalibrated_heuristic_signature",
    "legacy_calculation_protocol": "7"
  },
  "schema_version": "2.0",
  "sources": [
    {
      "assets": [],
      "axis_max": 2500.0,
      "axis_min": 350.0,
      "axis_unit": "none",
      "instrument_name": "NIR",
      "modality": "NIR",
      "n_observations": 562,
      "n_variables": 2151,
      "name": "malaria_nir",
      "signal_type": null,
      "signal_type_confidence": 0.0,
      "source_id": "X",
      "spectral": {
        "curve": {
          "axis": [
            350.0,
            365.0,
            381.0,
            396.0,
            412.0,
            427.0,
            443.0,
            458.0,
            474.0,
            489.0,
            505.0,
            520.0,
            536.0,
            551.0,
            567.0,
            582.0,
            597.0,
            613.0,
            628.0,
            644.0,
            659.0,
            675.0,
            690.0,
            706.0,
            721.0,
            737.0,
            752.0,
            768.0,
            783.0,
            799.0,
            814.0,
            829.0,
            845.0,
            860.0,
            876.0,
            891.0,
            907.0,
            922.0,
            938.0,
            953.0,
            969.0,
            984.0,
            1000.0,
            1015.0,
            1031.0,
            1046.0,
            1062.0,
            1077.0,
            1092.0,
            1108.0,
            1123.0,
            1139.0,
            1154.0,
            1170.0,
            1185.0,
            1201.0,
            1216.0,
            1232.0,
            1247.0,
            1263.0,
            1278.0,
            1294.0,
            1309.0,
            1324.0,
            1340.0,
            1355.0,
            1371.0,
            1386.0,
            1402.0,
            1417.0,
            1433.0,
            1448.0,
            1464.0,
            1479.0,
            1495.0,
            1510.0,
            1526.0,
            1541.0,
            1556.0,
            1572.0,
            1587.0,
            1603.0,
            1618.0,
            1634.0,
            1649.0,
            1665.0,
            1680.0,
            1696.0,
            1711.0,
            1727.0,
            1742.0,
            1758.0,
            1773.0,
            1788.0,
            1804.0,
            1819.0,
            1835.0,
            1850.0,
            1866.0,
            1881.0,
            1897.0,
            1912.0,
            1928.0,
            1943.0,
            1959.0,
            1974.0,
            1990.0,
            2005.0,
            2021.0,
            2036.0,
            2051.0,
            2067.0,
            2082.0,
            2098.0,
            2113.0,
            2129.0,
            2144.0,
            2160.0,
            2175.0,
            2191.0,
            2206.0,
            2222.0,
            2237.0,
            2253.0,
            2268.0,
            2283.0,
            2299.0,
            2314.0,
            2330.0,
            2345.0,
            2361.0,
            2376.0,
            2392.0,
            2407.0,
            2423.0,
            2438.0,
            2454.0,
            2469.0,
            2485.0,
            2500.0
          ],
          "mean": [
            1.1653808595022697,
            0.9536142219852298,
            0.9220151331713191,
            0.9099820211688819,
            0.9057279217497733,
            0.8950411083435249,
            0.8832795663448415,
            0.8744064589094013,
            0.8643258812694787,
            0.854865032795061,
            0.8440734311354966,
            0.8361607493030643,
            0.8255032077166533,
            0.8191077655108374,
            0.8089723503250245,
            0.7969929958259507,
            0.7905679664365761,
            0.779232997487024,
            0.7676244041355479,
            0.7559917428633497,
            0.744700456959497,
            0.7317502871420885,
            0.7192475076141731,
            0.7043929029507994,
            0.6895140956199042,
            0.6737979743298262,
            0.6588200661635484,
            0.6436168705759524,
            0.6294118615125847,
            0.6150886026671772,
            0.6017079748398892,
            0.5879680256084191,
            0.5741495157051765,
            0.5615077649253118,
            0.5478180897193448,
            0.5350841959388231,
            0.5230028295750295,
            0.5113480513206156,
            0.4999513436254657,
            0.491878645965213,
            0.484015247469695,
            0.4731295380303868,
            0.4604531486263479,
            0.45368090892389573,
            0.44343050449980537,
            0.4337858237935979,
            0.42413101623703153,
            0.4159927351194769,
            0.40920949979184784,
            0.4031875868496946,
            0.3987290215449825,
            0.4008899309881217,
            0.4083157941645999,
            0.40697293694121134,
            0.4036064970959972,
            0.3991559284119419,
            0.3927355050722475,
            0.3838933460228808,
            0.37755516789243737,
            0.3725232165373093,
            0.36983329219432065,
            0.369252612423218,
            0.37260953408543324,
            0.3816638468529406,
            0.39711706547126224,
            0.4123147092361891,
            0.43596618375956375,
            0.49875968689383987,
            0.6098572491432849,
            0.6712569485673701,
            0.6875966213564008,
            0.6857269121022411,
            0.6759803007187792,
            0.6530770567706471,
            0.622115587318495,
            0.5923867532154844,
            0.5623548728185193,
            0.5368421481279292,
            0.5145186095157128,
            0.49529658586741343,
            0.48011562053206974,
            0.4664505174999984,
            0.4563015440074574,
            0.44773546439260775,
            0.4420365585126911,
            0.4407539510323908,
            0.44570319853007156,
            0.45673972681111713,
            0.46844592547289415,
            0.480819931286934,
            0.4845306098036919,
            0.4976427992043546,
            0.5061978677095468,
            0.5111636529507586,
            0.5268868861249333,
            0.5233015190558077,
            0.5253350211844325,
            0.5448154081123155,
            0.6089436071941436,
            0.7280687686069156,
            0.8351812538727322,
            0.8667102891991572,
            0.8712238697500839,
            0.8662757424379158,
            0.8549103101589501,
            0.8411537196182272,
            0.8230304050912213,
            0.8051365048117485,
            0.7862929552793503,
            0.7711057918033566,
            0.7576121999699874,
            0.7406456582911074,
            0.7232728736256365,
            0.7073374763396287,
            0.6942912264332652,
            0.6836669963131595,
            0.6778562432718447,
            0.6743427301322862,
            0.670882879945307,
            0.6646274483076619,
            0.6596450958917998,
            0.6576027233829702,
            0.6621566757400689,
            0.676936242504052,
            0.6944293334178653,
            0.7096660871098475,
            0.7277375138315018,
            0.7376817865728059,
            0.7436805722234088,
            0.7605357434719907,
            0.7689732104221697,
            0.7803531579699805,
            0.7928213957577838,
            0.8048562147120988,
            0.8183291631873392,
            0.8308355865529423,
            0.8447567703885116,
            0.8550412597605342,
            0.863409982881512,
            0.8693961982094944
          ],
          "median": [
            0.9655510187149048,
            0.9188153147697449,
            0.8960968255996704,
            0.886682003736496,
            0.8828666806221008,
            0.8739053606987,
            0.8641142845153809,
            0.8598561882972717,
            0.8544530272483826,
            0.8464461266994476,
            0.8358902633190155,
            0.8283371925354004,
            0.818553626537323,
            0.8102725446224213,
            0.8016688823699951,
            0.7902752459049225,
            0.7833108007907867,
            0.7741343975067139,
            0.7621744275093079,
            0.7492341995239258,
            0.739808976650238,
            0.7277529537677765,
            0.7187755703926086,
            0.7062707543373108,
            0.6893515288829803,
            0.6757974326610565,
            0.6609373986721039,
            0.6458562314510345,
            0.629796028137207,
            0.6167365908622742,
            0.6025955975055695,
            0.588062047958374,
            0.5765727162361145,
            0.5647660493850708,
            0.5517149567604065,
            0.5400822162628174,
            0.5304018259048462,
            0.5184716880321503,
            0.5073825120925903,
            0.4979904592037201,
            0.48812681436538696,
            0.4776199460029602,
            0.463316410779953,
            0.4528436064720154,
            0.443546861410141,
            0.4335208982229233,
            0.42235739529132843,
            0.4126514047384262,
            0.4050409495830536,
            0.39879225194454193,
            0.39353205263614655,
            0.39721208810806274,
            0.40541599690914154,
            0.4051116108894348,
            0.40299205482006073,
            0.39852839708328247,
            0.3898397982120514,
            0.3781123012304306,
            0.37235504388809204,
            0.36753174662590027,
            0.36449238657951355,
            0.36439159512519836,
            0.3681991994380951,
            0.3776102066040039,
            0.3945060968399048,
            0.40964290499687195,
            0.4315311461687088,
            0.5011830925941467,
            0.6103157997131348,
            0.6613594889640808,
            0.6761608719825745,
            0.6766719222068787,
            0.6702762842178345,
            0.6483737230300903,
            0.6221033334732056,
            0.5921525657176971,
            0.5645067095756531,
            0.5400561988353729,
            0.5148180425167084,
            0.4935484975576401,
            0.48148640990257263,
            0.46429669857025146,
            0.45351023972034454,
            0.4453316926956177,
            0.4384019374847412,
            0.436002254486084,
            0.4423317611217499,
            0.456350713968277,
            0.46822410821914673,
            0.48139968514442444,
            0.48556728661060333,
            0.49808868765830994,
            0.506726086139679,
            0.5114229917526245,
            0.5311570465564728,
            0.5260176360607147,
            0.5269116759300232,
            0.5459320247173309,
            0.6111050546169281,
            0.7152386903762817,
            0.806555449962616,
            0.8332698941230774,
            0.8394203186035156,
            0.8353711366653442,
            0.821731835603714,
            0.81217360496521,
            0.7937613129615784,
            0.7781442999839783,
            0.7642895877361298,
            0.7520696222782135,
            0.7399627268314362,
            0.7244755327701569,
            0.7097310125827789,
            0.6978731155395508,
            0.6883553564548492,
            0.6755995750427246,
            0.6718263030052185,
            0.6699659824371338,
            0.6658856868743896,
            0.6603933870792389,
            0.6543077230453491,
            0.650942325592041,
            0.6555324494838715,
            0.671244353055954,
            0.6878208220005035,
            0.698610246181488,
            0.7165603339672089,
            0.7250384390354156,
            0.7307637929916382,
            0.7438901662826538,
            0.7508053183555603,
            0.7594013214111328,
            0.7686987519264221,
            0.7792452871799469,
            0.7894550859928131,
            0.7991698384284973,
            0.8090686798095703,
            0.8212720155715942,
            0.8287730813026428,
            0.8331794738769531
          ],
          "q05": [
            0.5929663181304932,
            0.5655534267425537,
            0.5535017848014832,
            0.553657591342926,
            0.5538120865821838,
            0.5523092150688171,
            0.5500814914703369,
            0.5472428798675537,
            0.5441694855690002,
            0.5407382845878601,
            0.5362703204154968,
            0.5331215262413025,
            0.5287232130765915,
            0.525229486823082,
            0.5241147577762604,
            0.5183347076177597,
            0.5139689743518829,
            0.5071598201990127,
            0.5006480813026428,
            0.4932844936847687,
            0.4871549904346466,
            0.4793826937675476,
            0.4738408923149109,
            0.4678731858730316,
            0.4586685001850128,
            0.44936108589172363,
            0.43986770510673523,
            0.4310551881790161,
            0.42118099331855774,
            0.41233429312705994,
            0.4035904109477997,
            0.39463651180267334,
            0.38591790199279785,
            0.3781141936779022,
            0.3702574074268341,
            0.3636865019798279,
            0.3547629117965698,
            0.3453623056411743,
            0.33721229434013367,
            0.3313663899898529,
            0.3249160945415497,
            0.3165696859359741,
            0.3072013854980469,
            0.30665777027606966,
            0.299989415705204,
            0.29542892426252365,
            0.29113047271966935,
            0.28720774203538896,
            0.2842599004507065,
            0.27990703731775285,
            0.27395967543125155,
            0.2743480890989304,
            0.28121248036623003,
            0.28167342841625215,
            0.28056850135326383,
            0.2789198011159897,
            0.27508244961500167,
            0.2680266499519348,
            0.2634575620293617,
            0.2602456957101822,
            0.25913374722003935,
            0.25927907675504686,
            0.261413998901844,
            0.26620061695575714,
            0.2750410854816437,
            0.2840956121683121,
            0.3009555503726006,
            0.3394795924425125,
            0.39534831047058105,
            0.4212943911552429,
            0.4291465163230896,
            0.42887170910835265,
            0.4234668016433716,
            0.4135737121105194,
            0.40292696952819823,
            0.3896429777145386,
            0.37453521490097047,
            0.36159501373767855,
            0.3508986860513687,
            0.3384499907493591,
            0.3285223558545113,
            0.3194967195391655,
            0.312888902425766,
            0.30712711364030837,
            0.30331825464963913,
            0.3019826263189316,
            0.30549307614564897,
            0.3120444715023041,
            0.3180643007159233,
            0.3228494942188263,
            0.32547176331281663,
            0.3344837620854378,
            0.34103569984436033,
            0.344689279794693,
            0.358761191368103,
            0.35670408606529236,
            0.35546091198921204,
            0.36442288756370544,
            0.3936280086636543,
            0.4418795108795166,
            0.49121689796447754,
            0.5091525077819824,
            0.5134086728096008,
            0.5115916222333908,
            0.5026099175214768,
            0.49447275549173353,
            0.4845449924468994,
            0.4752640053629875,
            0.46565812528133393,
            0.4593699872493744,
            0.4532051980495453,
            0.4462496042251587,
            0.4388687014579773,
            0.43239811062812805,
            0.4264692962169647,
            0.42186281085014343,
            0.42042800784111023,
            0.41942161321640015,
            0.41832709312438965,
            0.4165729880332947,
            0.41428330540657043,
            0.41246259212493896,
            0.41442638635635376,
            0.42025139927864075,
            0.4271331399679184,
            0.43246451020240784,
            0.4382149875164032,
            0.4420054852962494,
            0.4447348117828369,
            0.4507488012313843,
            0.45356011390686035,
            0.45819661021232605,
            0.46273478865623474,
            0.46666419506073,
            0.47310560941696167,
            0.47873809933662415,
            0.4860058128833771,
            0.4920559093356133,
            0.4964895635843277,
            0.5011963844299316
          ],
          "q25": [
            0.7678781747817993,
            0.7141404151916504,
            0.7108876705169678,
            0.7051169872283936,
            0.7028130292892456,
            0.6934885084629059,
            0.6871960610151291,
            0.6838947385549545,
            0.6764061152935028,
            0.6682050377130508,
            0.660693883895874,
            0.6555576622486115,
            0.6500446498394012,
            0.646613597869873,
            0.6454494744539261,
            0.6388421952724457,
            0.6354043632745743,
            0.6301910281181335,
            0.6235120892524719,
            0.614940881729126,
            0.6064730882644653,
            0.5976436734199524,
            0.590277910232544,
            0.5815103352069855,
            0.5726995468139648,
            0.5643161684274673,
            0.5549275130033493,
            0.5422417372465134,
            0.531911313533783,
            0.5213091969490051,
            0.510113000869751,
            0.5016431212425232,
            0.491437591612339,
            0.4818294569849968,
            0.47098738700151443,
            0.4626576006412506,
            0.45413461327552795,
            0.44303951412439346,
            0.43147943168878555,
            0.42334698885679245,
            0.4155212938785553,
            0.40481919050216675,
            0.39510419964790344,
            0.39046771079301834,
            0.3823097050189972,
            0.37441300600767136,
            0.36563241481781006,
            0.35783615708351135,
            0.3515661954879761,
            0.3461729884147644,
            0.3428657054901123,
            0.34507038444280624,
            0.3521360382437706,
            0.35128968954086304,
            0.34781700372695923,
            0.34427881240844727,
            0.338336281478405,
            0.33151790499687195,
            0.3260377198457718,
            0.32183937728405,
            0.31886690855026245,
            0.3187635987997055,
            0.32192812860012054,
            0.3275972083210945,
            0.3422238752245903,
            0.35581910610198975,
            0.37255463004112244,
            0.41847123950719833,
            0.4986085742712021,
            0.5395339727401733,
            0.5508913993835449,
            0.5490642189979553,
            0.5415815711021423,
            0.5274498015642166,
            0.5060151219367981,
            0.48469627648591995,
            0.4668344259262085,
            0.44860513508319855,
            0.43083980679512024,
            0.4148004949092865,
            0.4064704328775406,
            0.39486730098724365,
            0.38712888956069946,
            0.38149233162403107,
            0.37687236070632935,
            0.37626270204782486,
            0.38056451082229614,
            0.3905496224761009,
            0.39895880222320557,
            0.40756816416978836,
            0.41243401169776917,
            0.4221023917198181,
            0.427791491150856,
            0.4309880807995796,
            0.44557902216911316,
            0.44330719858407974,
            0.44461073726415634,
            0.4576388746500015,
            0.501049280166626,
            0.5776103734970093,
            0.6494687050580978,
            0.668352410197258,
            0.6714044362306595,
            0.6683107763528824,
            0.6628535836935043,
            0.6514044851064682,
            0.6388669610023499,
            0.6266890168190002,
            0.6140648424625397,
            0.6035881042480469,
            0.5929642915725708,
            0.5802629888057709,
            0.5698668509721756,
            0.5607905834913254,
            0.5511577129364014,
            0.5432484745979309,
            0.5388016104698181,
            0.5369343608617783,
            0.5352525115013123,
            0.5308500975370407,
            0.5274650305509567,
            0.5262202769517899,
            0.5290782898664474,
            0.539556622505188,
            0.5508962869644165,
            0.5602664649486542,
            0.5716779828071594,
            0.5794327259063721,
            0.5822290182113647,
            0.5926293134689331,
            0.5966063141822815,
            0.6041560173034668,
            0.6145473122596741,
            0.6240273714065552,
            0.6332525163888931,
            0.6405121684074402,
            0.651846170425415,
            0.6574202626943588,
            0.6608775109052658,
            0.6717044413089752
          ],
          "q75": [
            1.2752230167388916,
            1.174349069595337,
            1.1071922779083252,
            1.0981112718582153,
            1.0872118473052979,
            1.0746010541915894,
            1.0622234344482422,
            1.0506895780563354,
            1.0414537191390991,
            1.0242304801940918,
            1.0063955187797546,
            0.9947015643119812,
            0.9820532351732254,
            0.9721773862838745,
            0.9638270288705826,
            0.9491129219532013,
            0.9407488852739334,
            0.9251054972410202,
            0.9102571904659271,
            0.895797535777092,
            0.8798191994428635,
            0.8628581762313843,
            0.8473721891641617,
            0.8278154134750366,
            0.8094689548015594,
            0.7889862209558487,
            0.769070491194725,
            0.7487304955720901,
            0.7305086851119995,
            0.7104154825210571,
            0.6954695284366608,
            0.6763023883104324,
            0.6573256850242615,
            0.6395000368356705,
            0.622272789478302,
            0.609713077545166,
            0.5952237099409103,
            0.5800917148590088,
            0.5677684396505356,
            0.5577967762947083,
            0.5468220412731171,
            0.5328898280858994,
            0.5174275785684586,
            0.5051483362913132,
            0.4937980994582176,
            0.48360776901245117,
            0.4735349118709564,
            0.4645465016365051,
            0.4575989320874214,
            0.4515577405691147,
            0.447081595659256,
            0.44927120208740234,
            0.45592908561229706,
            0.4552345871925354,
            0.45206185430288315,
            0.4476602002978325,
            0.4400288090109825,
            0.43121563643217087,
            0.4244915619492531,
            0.41884610056877136,
            0.41497475653886795,
            0.4129786863923073,
            0.41553181409835815,
            0.42691896110773087,
            0.4437767043709755,
            0.4641769006848335,
            0.4947451055049896,
            0.5756688416004181,
            0.7303372025489807,
            0.8156055212020874,
            0.8369323462247849,
            0.8347844779491425,
            0.8216663151979446,
            0.7930806130170822,
            0.7501650154590607,
            0.7068328708410263,
            0.6631438136100769,
            0.6281447410583496,
            0.5949035435914993,
            0.5708528906106949,
            0.5521767437458038,
            0.5349143594503403,
            0.5220081061124802,
            0.509974867105484,
            0.5022339671850204,
            0.500488817691803,
            0.5070157051086426,
            0.5234339088201523,
            0.5371093899011612,
            0.5538688898086548,
            0.5578903257846832,
            0.574810117483139,
            0.5854908376932144,
            0.5932811349630356,
            0.6086396872997284,
            0.6060141772031784,
            0.6100674718618393,
            0.6343316435813904,
            0.7305351197719574,
            0.889247715473175,
            1.0326452553272247,
            1.067236304283142,
            1.07123264670372,
            1.0672860145568848,
            1.0563347935676575,
            1.0380059778690338,
            1.0132294595241547,
            0.9876403659582138,
            0.9633315354585648,
            0.9466733932495117,
            0.9234560281038284,
            0.9046016186475754,
            0.8851297497749329,
            0.8652088046073914,
            0.8504463881254196,
            0.8400738686323166,
            0.8336147367954254,
            0.8280918598175049,
            0.8231873214244843,
            0.8134579062461853,
            0.8040869235992432,
            0.8002579808235168,
            0.8069232106208801,
            0.82926906645298,
            0.8492352217435837,
            0.8654087781906128,
            0.8898488432168961,
            0.9026586413383484,
            0.9083830118179321,
            0.9315817952156067,
            0.9420450925827026,
            0.9578318744897842,
            0.9798722565174103,
            0.995025560259819,
            1.0108777284622192,
            1.023817926645279,
            1.0397773683071136,
            1.0547218918800354,
            1.0633167028427124,
            1.0715807378292084
          ],
          "q95": [
            1.7524638056755064,
            1.4431874334812158,
            1.345936369895935,
            1.3191081285476685,
            1.3121207892894744,
            1.3008403122425078,
            1.2682907581329346,
            1.2438243627548218,
            1.2208584547042847,
            1.2006142139434814,
            1.1863337755203247,
            1.174290657043457,
            1.1612847864627838,
            1.1486300230026245,
            1.1264466047286987,
            1.1086522102355953,
            1.098929274082183,
            1.0760576903820032,
            1.049942576885223,
            1.0254320979118345,
            1.0087190449237824,
            0.9827021956443787,
            0.9571732878684998,
            0.9333726763725281,
            0.9125416874885559,
            0.8897873044013976,
            0.8638879060745239,
            0.8380488753318787,
            0.8211910724639893,
            0.8013168036937713,
            0.7793714106082915,
            0.758720189332962,
            0.7420632928609847,
            0.7308387666940689,
            0.7130153179168701,
            0.6949635535478591,
            0.6804178446531295,
            0.6681442260742188,
            0.6568108797073364,
            0.6483786106109619,
            0.6400408744812012,
            0.6293094158172607,
            0.6141074895858765,
            0.5987774729728699,
            0.5869449228048325,
            0.5765285253524779,
            0.5655781626701353,
            0.5562703132629392,
            0.5486498206853864,
            0.5419949471950528,
            0.5367971569299695,
            0.5365372896194458,
            0.5463918745517731,
            0.5452234804630279,
            0.5411390066146851,
            0.5359740406274794,
            0.5284431397914885,
            0.5180756360292432,
            0.5106011301279065,
            0.5048360943794248,
            0.5003820419311522,
            0.4993405580520628,
            0.5039579689502712,
            0.5139249265193937,
            0.5306612521409988,
            0.548774778842926,
            0.5766414552927016,
            0.6569693773984909,
            0.8202707171440125,
            0.9225795298814773,
            0.9563570022583007,
            0.9500700831413269,
            0.9361780285835266,
            0.8957202345132828,
            0.8436406254768372,
            0.7953646540641784,
            0.7497410118579864,
            0.7120953381061553,
            0.6774066537618637,
            0.6519507884979248,
            0.6341242611408233,
            0.614841878414154,
            0.6023976624011993,
            0.5934706956148147,
            0.5879538357257841,
            0.5869332313537595,
            0.5919729024171828,
            0.6053493827581405,
            0.6218106180429458,
            0.635810312628746,
            0.6415612101554871,
            0.6570775806903839,
            0.6681994587182999,
            0.6772527873516082,
            0.6982640445232391,
            0.6936834871768951,
            0.6973494857549667,
            0.7254999309778212,
            0.8226090073585509,
            1.027788585424423,
            1.23948273062706,
            1.2955238521099088,
            1.3059938251972192,
            1.2967677414417262,
            1.2771613955497738,
            1.2513751208782193,
            1.2214622735977172,
            1.1896324336528776,
            1.1523940980434417,
            1.1221675992012023,
            1.0938868522644043,
            1.0598690509796143,
            1.0249862670898438,
            0.9943142980337142,
            0.9700751781463621,
            0.9505256980657574,
            0.9388583183288571,
            0.9316513836383818,
            0.9245250821113586,
            0.9149677634239194,
            0.9068284243345259,
            0.9039874851703642,
            0.9116371303796766,
            0.9349235892295837,
            0.9756891846656799,
            1.0087944746017454,
            1.0439397096633911,
            1.0618208646774292,
            1.0731797218322754,
            1.1097027063369749,
            1.1263164639472956,
            1.1496303617954247,
            1.1690412759780884,
            1.1920409381389618,
            1.2207382321357725,
            1.2400963306427002,
            1.2713364243507381,
            1.2846602201461792,
            1.3016694784164429,
            1.3023810923099517
          ]
        },
        "dimensionality": {
          "cumulative_top10": 0.999112350266931,
          "effective_rank": 1.53,
          "n_components_95": 2,
          "n_components_99": 4
        },
        "mean_max": 1.1653808595022697,
        "mean_min": 0.36904177915477243,
        "n_outliers": 292,
        "pca": {
          "explained_variance_ratio": [
            0.9118504352972717,
            0.041588164196396514,
            0.022785015397043213,
            0.01383052106770348,
            0.004407761451856975,
            0.0028313545093488646,
            0.0007256906322251698,
            0.0005054870412867126,
            0.0003931858559036217,
            0.00019473481789465658,
            0.00016000170009476068,
            0.00011730399245914007,
            9.264363780401381e-05,
            7.129856722895214e-05,
            6.480708863226839e-05,
            5.660398492458765e-05,
            5.127716149566585e-05,
            4.484622781168171e-05,
            3.6796390430527045e-05,
            2.7849880336388545e-05,
            2.0831727406358113e-05,
            1.9529314083102688e-05,
            1.4357773522188818e-05,
            1.1203370017992945e-05,
            9.041884745733699e-06,
            8.560833618515763e-06,
            7.627391472911453e-06,
            6.679477942986915e-06,
            5.847429658843686e-06,
            5.319183870500446e-06
          ],
          "n_components": 30
        },
        "profile": {
          "amplitude": {
            "area_under_curve": 1359.740451423299,
            "mean_reflectance": 0.632616383055395,
            "peak_to_peak": 0.7963390803474972,
            "variance": 0.0554639970291157
          },
          "artefacts": {
            "clip_fraction": 1.1581139948149582e-05,
            "jump_count": 34897,
            "jump_rate": 0.02888107258131259,
            "spike_count": 80727,
            "spike_rate": 0.06684148383175821
          },
          "diagnostics": [
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 1.0,
                  "signal": "Undegraded roughness S/N proxy"
                },
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Break at detector junctions, local calibration or different probe.",
              "interpretation_kind": "possible_cause",
              "key": "splice",
              "label": "Signature compatible with a spectral splice",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.8820034641109356,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.8820034641109356,
              "strength": "strong"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 1.0,
                  "signal": "local artifacts"
                },
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                },
                {
                  "level": 0.48412754162088634,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.40562246280895103,
                  "signal": "Baseline/mean/area"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Systematic discrepancy between campaigns, instruments or white reference.",
              "interpretation_kind": "possible_cause",
              "key": "white_calibration",
              "label": "Offset compatible with a different white reference",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.5684070734758143,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.5684070734758143,
              "strength": "medium"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 0.8800182513480399,
                  "signal": "PCA structure"
                },
                {
                  "level": 0.48412754162088634,
                  "signal": "Mahalanobis / T2"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Different but physically plausible variety, species, batch or condition.",
              "interpretation_kind": "possible_cause",
              "key": "out_of_domain",
              "label": "Signature compatible with a population shift",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.5168535718370801,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.5168535718370801,
              "strength": "medium"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                },
                {
                  "level": 0.48412754162088634,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.40562246280895103,
                  "signal": "Baseline/mean/area"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Systematic effect of support, white/black, transflectance or measurement environment.",
              "interpretation_kind": "possible_cause",
              "key": "background_shift",
              "label": "Signature compatible with a different background",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.5009467838901919,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.5009467838901919,
              "strength": "medium"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Weak signal, detector problem, lamp or unstable acquisition.",
              "interpretation_kind": "possible_cause",
              "key": "very_noisy",
              "label": "High spectral roughness signature",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.385374612181155,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.385374612181155,
              "strength": "weak"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                },
                {
                  "level": 0.40562246280895103,
                  "signal": "Baseline/mean/area"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Detector saturated or insufficient dynamic range.",
              "interpretation_kind": "possible_cause",
              "key": "clipping",
              "label": "Signature compatible with clipping",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.34364938538018874,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.34364938538018874,
              "strength": "weak"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 0.7103082361023627,
                  "signal": "PCA Q"
                }
              ],
              "evidence_coverage": 1.0,
              "interpretation": "Bad contact, missing sample, degraded measurement or very low dynamic range.",
              "interpretation_kind": "possible_cause",
              "key": "flat_low_signal",
              "label": "Flat spectrum/weak signal",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.14206164722047254,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.14206164722047254,
              "strength": "weak"
            },
            {
              "availability": "partial",
              "confidence_status": "unvalidated",
              "evidence": [],
              "evidence_coverage": 0.9,
              "interpretation": "Weak signatures on available metrics; does not certify either physical validity or the absence of defects.",
              "interpretation_kind": "descriptive_signature",
              "key": "normal",
              "label": "Weak signatures observed",
              "missing_evidence": [
                "repeatability"
              ],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": null,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": null,
              "strength": "unknown"
            }
          ],
          "integrity": {
            "finite_ratio": 1.0,
            "inf_count": 0,
            "nan_ratio": 0.0,
            "zero_column_ratio": 0.0,
            "zero_ratio": 0.0
          },
          "legacy_metric_aliases": {
            "noise.bandwise_snr_median": "noise.bandwise_roughness_signal_to_noise_proxy_median",
            "noise.bandwise_snr_min": "noise.bandwise_roughness_signal_to_noise_proxy_min",
            "noise.noise_rms": "noise.roughness_sigma_proxy",
            "noise.snr": "noise.roughness_signal_to_noise_proxy",
            "noise.snr_db": "noise.roughness_signal_to_noise_proxy_db",
            "structure.local_outlier_factor_p95": "structure.knn_distance_ratio_p95"
          },
          "noise": {
            "bandwise_roughness_signal_to_noise_proxy_median": 19709.175629435795,
            "bandwise_roughness_signal_to_noise_proxy_min": 34.469087885593446,
            "bandwise_snr_median": 19709.175629435795,
            "bandwise_snr_min": 34.469087885593446,
            "noise_rms": 3.861123661705878e-05,
            "producer": {
              "abi_version": "2.20.0",
              "engine_version": "1.3.14+abi.2.20.0",
              "library_sha256": "f9c5ac0e34fd1e4ea5284eede90d291c6a99704894c2d0937e6abd0391feaa2e",
              "name": "nirs4all-methods",
              "operation": "diagnostics.spectral_noise_proxy",
              "protocol_version": "spectral-second-difference-mad-index.v1"
            },
            "roughness_sigma_proxy": 3.861123661705878e-05,
            "roughness_signal_to_noise_proxy": 16384.25594418542,
            "roughness_signal_to_noise_proxy_db": 84.28853447229072,
            "snr": 16384.25594418542,
            "snr_db": 84.28853447229072,
            "worst_band_axis": 353.0,
            "worst_band_index": 3
          },
          "outliers": {
            "hotelling_t2_max": 18.68966616529196,
            "hotelling_t2_median": 1.4669207919671234,
            "hotelling_t2_p95": 5.501069543953568,
            "hotelling_t2_ratio": 3.75007946855583,
            "mahalanobis_h_max": 4.3231546543342585,
            "mahalanobis_h_median": 1.2111650556250058,
            "mahalanobis_h_p95": 2.3454334435074324,
            "mahalanobis_h_ratio": 1.9365101664835453,
            "pca_q_max": 195.23923643800927,
            "pca_q_median": 0.885735917150142,
            "pca_q_p95": 5.033164135707406,
            "pca_q_ratio": 5.682465888818902
          },
          "profile_scores": {
            "integrity_risk": 0.0,
            "local_artefact_risk": 1.0,
            "noise_risk": 0.0009697184922837155,
            "outlier_pressure": 0.7103082361023627,
            "reference_spread": 1.0,
            "repeatability_risk": null,
            "shape_drift": 0.40562246280895103,
            "structure_complexity": 0.8800182513480399
          },
          "reference": {
            "affine_gain_median": 0.9250054293605944,
            "affine_gain_p95_abs_delta": 0.7475556110410114,
            "affine_offset_median": 0.025910800324460637,
            "affine_offset_p95_abs": 0.3032440845753686,
            "affine_residual_rms_median": 0.023248050677776896,
            "affine_residual_rms_p95": 0.05844153730198548,
            "peak_position_std": 345.50008395486174,
            "rms_to_mean_spectrum": 0.13613000280520388,
            "rms_to_mean_spectrum_p95": 0.284575953357182,
            "sam_to_mean_spectrum": 0.06295617038633258,
            "sam_to_mean_spectrum_p95": 0.13302919293484491,
            "xcorr_lag_p95_axis": 0.0,
            "xcorr_lag_p95_features": 0.0
          },
          "repeatability": {
            "cv_intra_id": null,
            "distance_to_centroid_p95": null,
            "n_repeat_groups": 0,
            "rms_intra_id": null,
            "sam_intra_id": null
          },
          "shape": {
            "baseline_slope": 0.02774887413886738,
            "curvature_rms": 0.00354109972838692,
            "d1_rms": 0.003003227833658302,
            "edge_noise_ratio": 1.216867388426853
          },
          "structure": {
            "density_cv": 0.6816444333626318,
            "isolation_forest_score_p95": 0.5818048560029564,
            "knn_distance_ratio_p95": 2.6400547540441197,
            "local_outlier_factor_p95": 2.6400547540441197,
            "pca_score_density": 1.9770060683122392
          }
        },
        "quality": {
          "dynamic_range": 0.7963390803474972,
          "noise_proxy_db": 84.28853447229072,
          "saturation_fraction": 9.926691384128213e-06,
          "smoothness": 0.008452594394892573
        },
        "score_plot": {
          "explained_variance_ratio": [
            0.9118504352972715,
            0.041588164196396556
          ],
          "points": [
            {
              "x": -0.8482056341899945,
              "y": 5.843744695797028
            },
            {
              "x": -10.708296107516746,
              "y": 0.9196954614974253
            },
            {
              "x": -11.297367808704946,
              "y": -1.2375316812142612
            },
            {
              "x": -0.9241015801564086,
              "y": 4.795947975784759
            },
            {
              "x": -9.326254560598754,
              "y": -2.624451456085558
            },
            {
              "x": 12.283115582858896,
              "y": 0.07238291410205668
            },
            {
              "x": -10.607569954348497,
              "y": -1.437988099164487
            },
            {
              "x": -1.929617039583334,
              "y": 1.5008923287477314
            },
            {
              "x": 1.3382659698954562,
              "y": -1.034858990532259
            },
            {
              "x": -6.826723317642083,
              "y": 0.36146683471490904
            },
            {
              "x": -8.13231742310973,
              "y": -0.5257408241070173
            },
            {
              "x": -4.456945752123812,
              "y": -1.0348561802655898
            },
            {
              "x": -5.694351935538091,
              "y": -2.27454917372374
            },
            {
              "x": 10.956974695580813,
              "y": -1.7278629317963485
            },
            {
              "x": -6.676298680850739,
              "y": 0.5393754935942182
            },
            {
              "x": 6.727083430047848,
              "y": -0.5313349375053323
            },
            {
              "x": -1.5368575725649074,
              "y": 0.391133850027259
            },
            {
              "x": -0.9433281061237123,
              "y": 2.9193588288710184
            },
            {
              "x": -11.611470965223141,
              "y": -2.0827822483484546
            },
            {
              "x": -11.229856431781732,
              "y": -2.059567364626511
            },
            {
              "x": -6.067101877526933,
              "y": -0.093750266718337
            },
            {
              "x": -8.122306393168039,
              "y": 0.784780011657014
            },
            {
              "x": 7.984828534293708,
              "y": 0.39030317741833465
            },
            {
              "x": -10.722436468080623,
              "y": -1.0513109107574865
            },
            {
              "x": 1.978459125199545,
              "y": 0.5227999780401124
            },
            {
              "x": 1.9036116977490711,
              "y": -0.7932923835575534
            },
            {
              "x": -4.895128423680345,
              "y": -0.1696019427185272
            },
            {
              "x": 9.919926823821916,
              "y": -0.8061986231585195
            },
            {
              "x": 3.007291604827557,
              "y": -0.7578429650632321
            },
            {
              "x": -8.332524145899965,
              "y": -2.2572284067550243
            },
            {
              "x": -12.924084408212934,
              "y": -2.476342001842308
            },
            {
              "x": -9.217908139852108,
              "y": -0.10763066318119598
            },
            {
              "x": 2.4363282610839,
              "y": 1.1652032078307821
            },
            {
              "x": -10.552636901465581,
              "y": -2.3019612814079404
            },
            {
              "x": -7.432769738507276,
              "y": 3.5620335594375256
            },
            {
              "x": -6.272190207750747,
              "y": -1.364302718967818
            },
            {
              "x": -2.7729031822609143,
              "y": -2.4136999634247935
            },
            {
              "x": -1.547631683031507,
              "y": -0.601198867679594
            },
            {
              "x": -1.5579501928697428,
              "y": -0.22536512884642879
            },
            {
              "x": 6.660626131393276,
              "y": -1.7501971130284735
            },
            {
              "x": -10.853184987100862,
              "y": -2.5170827354916607
            },
            {
              "x": -2.021000067500082,
              "y": -1.7888644355874872
            },
            {
              "x": -8.073483542651129,
              "y": -1.8562343179042453
            },
            {
              "x": -7.598108248313766,
              "y": -2.7771530872939536
            },
            {
              "x": -15.83946606822916,
              "y": -3.5778766166137697
            },
            {
              "x": 9.627412382706847,
              "y": -1.4834175619308034
            },
            {
              "x": 3.1593540412237227,
              "y": -0.14927433456480219
            },
            {
              "x": 11.820352638356685,
              "y": -1.6219562844270767
            },
            {
              "x": 5.904634281755578,
              "y": 1.3466480077036729
            },
            {
              "x": 10.789218512649315,
              "y": -1.2181803623972796
            },
            {
              "x": 2.135964150291504,
              "y": -0.16732155122992082
            },
            {
              "x": -7.6281312991734564,
              "y": -1.6673267089859969
            },
            {
              "x": 1.7109827782370068,
              "y": 0.18521649674282287
            },
            {
              "x": -3.369986773260269,
              "y": -0.30716437962002135
            },
            {
              "x": 0.6093166334298188,
              "y": -0.988618173287518
            },
            {
              "x": -1.9452994813575502,
              "y": -0.6315975415603277
            },
            {
              "x": -7.645140367158953,
              "y": -2.1015045364822287
            },
            {
              "x": 2.0971570558836294,
              "y": -0.9272818935242325
            },
            {
              "x": -0.6629911012802763,
              "y": -1.0812651768492558
            },
            {
              "x": 1.9247589187122667,
              "y": 1.5045652192913805
            },
            {
              "x": 2.8252220756576305,
              "y": 1.27063394190384
            },
            {
              "x": -0.3432458720657723,
              "y": -1.8759272947631944
            },
            {
              "x": -6.97373148765198,
              "y": -1.0413214693090678
            },
            {
              "x": -10.409214658184089,
              "y": -2.4600516487597552
            },
            {
              "x": -4.9810506662355465,
              "y": -0.6668837762950276
            },
            {
              "x": -11.81301225636718,
              "y": -1.4491466315144201
            },
            {
              "x": -1.628471941095969,
              "y": -1.3652602727274585
            },
            {
              "x": -4.583954709409757,
              "y": 0.673918740089715
            },
            {
              "x": 10.049736000796088,
              "y": -0.8209731339987438
            },
            {
              "x": 3.0934149009214353,
              "y": -1.5887804684291067
            },
            {
              "x": 3.378658478758532,
              "y": 2.5189966590279984
            },
            {
              "x": -5.499221751217264,
              "y": -1.3070287402409193
            },
            {
              "x": 9.532949024584807,
              "y": 0.21979363364645862
            },
            {
              "x": 4.420082796651758,
              "y": 0.48813362304926783
            },
            {
              "x": -7.3659472464564955,
              "y": -2.1127033460964735
            },
            {
              "x": 2.6056169786206986,
              "y": -0.5925353185107274
            },
            {
              "x": -5.339302229043933,
              "y": -0.9035190780398634
            },
            {
              "x": -2.9002537974763976,
              "y": -0.2851613443659011
            },
            {
              "x": -6.04244422672547,
              "y": -2.127874286676111
            },
            {
              "x": -9.395879847070734,
              "y": -1.8030811367500195
            },
            {
              "x": -1.0381400398427645,
              "y": -1.0458033281832415
            },
            {
              "x": -10.829813861941787,
              "y": 1.7530138280192893
            },
            {
              "x": -6.421523411402106,
              "y": 0.6390450636790593
            },
            {
              "x": -0.1302168920418864,
              "y": -0.6611679529891562
            },
            {
              "x": -0.5977186439428621,
              "y": -1.801913697138151
            },
            {
              "x": -10.41303408198778,
              "y": -0.18747416535547057
            },
            {
              "x": 3.7312822518036395,
              "y": -0.8369953818695548
            },
            {
              "x": -14.899749369298046,
              "y": -3.1328265686994103
            },
            {
              "x": -6.379990039612516,
              "y": -0.06987567697320819
            },
            {
              "x": -4.160258454000978,
              "y": 0.12837866652650895
            },
            {
              "x": -3.178404076065585,
              "y": -0.46419715112859017
            },
            {
              "x": 7.297742194318064,
              "y": -0.05441459834458097
            },
            {
              "x": -9.337297337388751,
              "y": -2.529146060222757
            },
            {
              "x": 13.085073712602549,
              "y": -1.217002203030671
            },
            {
              "x": 1.7836295875039545,
              "y": -1.1300534908463518
            },
            {
              "x": 4.57321192128207,
              "y": 0.6212386785987051
            },
            {
              "x": -5.61236479573171,
              "y": 2.166980359047673
            },
            {
              "x": -7.503561525833864,
              "y": -0.26328018734036635
            },
            {
              "x": -16.836902982881345,
              "y": 2.769344013039985
            },
            {
              "x": 5.63683075335292,
              "y": -0.7640183494745668
            },
            {
              "x": -1.5948136514176245,
              "y": 3.5950390442242317
            },
            {
              "x": -11.020090608272488,
              "y": 4.50396270524063
            },
            {
              "x": -7.413508713110109,
              "y": -1.2056565897073093
            },
            {
              "x": -16.93297453206346,
              "y": 1.1615592257945084
            },
            {
              "x": -8.300754319668231,
              "y": 1.7721444931755634
            },
            {
              "x": -0.32503615160572724,
              "y": 0.9353834460098112
            },
            {
              "x": -9.402303139772688,
              "y": -0.5625866529868643
            },
            {
              "x": 7.294231509411415,
              "y": 1.1582224011957891
            },
            {
              "x": 11.387913193357695,
              "y": 0.7452065700593816
            },
            {
              "x": -3.1962429963600503,
              "y": 3.9288957886565545
            },
            {
              "x": -2.61440893071483,
              "y": -1.6624695619469756
            },
            {
              "x": -4.414803968523028,
              "y": -1.4283440046634666
            },
            {
              "x": -2.4539519478837026,
              "y": 0.6366120997083206
            },
            {
              "x": -0.7110949296005513,
              "y": 2.3769459373236805
            },
            {
              "x": -9.64623622643891,
              "y": 1.1607939584923883
            },
            {
              "x": -9.183264584815515,
              "y": 1.1549936353352124
            },
            {
              "x": 3.4381679890494063,
              "y": -0.5546258663043149
            },
            {
              "x": -10.499151352133794,
              "y": 1.6464041889131085
            },
            {
              "x": 4.762579248714187,
              "y": 0.5252741568549256
            },
            {
              "x": 4.537396351547477,
              "y": 1.3060775214122287
            },
            {
              "x": 1.9165504175821337,
              "y": -1.8010830006905763
            },
            {
              "x": 4.021741154861886,
              "y": 1.0026741788323135
            },
            {
              "x": 10.952006678038673,
              "y": -1.2540049724939921
            },
            {
              "x": 3.9318402281588636,
              "y": 0.27037090149956183
            },
            {
              "x": 0.9001024962268033,
              "y": -2.0435332859413564
            },
            {
              "x": 2.9810344952580823,
              "y": 0.7015201429577586
            },
            {
              "x": 0.1875380494260192,
              "y": 2.3093278093186216
            },
            {
              "x": -2.7018095319239164,
              "y": -0.9507102139554497
            },
            {
              "x": -2.9990148323950576,
              "y": 1.2838755510202111
            },
            {
              "x": 1.667038316543927,
              "y": -0.7176338651955431
            },
            {
              "x": -3.5972116968055206,
              "y": -1.5729613844511858
            },
            {
              "x": -13.09768213913444,
              "y": 0.4952526492154187
            },
            {
              "x": -12.387033086039816,
              "y": -2.615319769174767
            },
            {
              "x": -12.220459417254732,
              "y": 0.2830834785975993
            },
            {
              "x": -0.9993374205440677,
              "y": 2.133470691927173
            },
            {
              "x": -4.737191563331767,
              "y": 4.198026800336995
            },
            {
              "x": 5.996534401444599,
              "y": -1.2776988295755871
            },
            {
              "x": 8.806634712106503,
              "y": 0.24965228248096463
            },
            {
              "x": 2.3587261223285725,
              "y": 1.6344382371878265
            },
            {
              "x": 2.4148953093203125,
              "y": -0.8006658950053782
            },
            {
              "x": -5.596951484184704,
              "y": -1.142232525099216
            },
            {
              "x": 6.529447704620924,
              "y": -0.7345916398515362
            },
            {
              "x": -9.528727944584263,
              "y": 1.6466951579290396
            },
            {
              "x": 0.2770133333488949,
              "y": 1.152454623122525
            },
            {
              "x": 7.987473680750439,
              "y": 0.18836852101541196
            },
            {
              "x": -1.7688312661460661,
              "y": -1.0649918751583436
            },
            {
              "x": -6.7931362174640455,
              "y": 1.9828070655972903
            },
            {
              "x": 0.38293649016773573,
              "y": 1.8374189102362122
            },
            {
              "x": 4.278758392555648,
              "y": 0.8792851223411999
            },
            {
              "x": -3.070341750456014,
              "y": 1.437920167705251
            },
            {
              "x": -1.4270055237245378,
              "y": 1.5540934527674704
            },
            {
              "x": 5.225018046648434,
              "y": -1.9787246608041784
            },
            {
              "x": -8.515806785521251,
              "y": -0.7819871723439858
            },
            {
              "x": 6.3830220896065715,
              "y": 0.8016665208566396
            },
            {
              "x": 7.391661057662138,
              "y": 0.6859942093255587
            },
            {
              "x": 10.609045706195868,
              "y": -0.3104622339781506
            },
            {
              "x": 1.235179019455069,
              "y": 1.8174946813272872
            },
            {
              "x": -5.966473592980942,
              "y": -0.37035541653758686
            },
            {
              "x": 5.447118054079367,
              "y": 3.6802327658133427
            },
            {
              "x": -3.0737873209694713,
              "y": 0.16130170655410803
            },
            {
              "x": -4.035310404165223,
              "y": 0.5179036623398595
            },
            {
              "x": 3.6599836804341335,
              "y": 2.3754636024127933
            },
            {
              "x": -0.1835989685137894,
              "y": -1.108488512256074
            },
            {
              "x": -0.982349669219395,
              "y": 0.7555829598133265
            },
            {
              "x": -4.173470135003743,
              "y": 2.4365874441983486
            },
            {
              "x": 2.0429831309038624,
              "y": 0.5833604583205113
            },
            {
              "x": -4.1903314120168895,
              "y": 1.654961826330065
            },
            {
              "x": -3.360982437115122,
              "y": 2.0786789640418384
            },
            {
              "x": 8.481464610482842,
              "y": 0.2457553517191356
            },
            {
              "x": 1.3675654397224613,
              "y": -0.8278948376285452
            },
            {
              "x": -4.849236010317019,
              "y": 2.8595991562170777
            },
            {
              "x": 2.3095144767510876,
              "y": 1.465183106127056
            },
            {
              "x": 5.511167217484609,
              "y": 1.8206005314159337
            },
            {
              "x": -0.9018109508839273,
              "y": 0.7402579310248214
            },
            {
              "x": 0.09027494951047797,
              "y": -2.2448235819412776
            },
            {
              "x": 8.13844050468538,
              "y": 0.9950545879893211
            },
            {
              "x": -8.535329388815278,
              "y": -1.6647577095709962
            },
            {
              "x": 4.144862489712776,
              "y": -1.5375786837072676
            },
            {
              "x": 3.0073724036475666,
              "y": 3.4899952004989383
            },
            {
              "x": 5.534868611015462,
              "y": 0.2771694566272004
            },
            {
              "x": 2.496609112724632,
              "y": -0.836172567776446
            },
            {
              "x": -0.49581403614151104,
              "y": 0.3623990625774132
            },
            {
              "x": -8.739590988696797,
              "y": 2.4671506527187437
            },
            {
              "x": -1.095108174249324,
              "y": 2.7855421000025946
            },
            {
              "x": -0.20178544695333755,
              "y": 3.455884094245868
            },
            {
              "x": -5.2959983470593865,
              "y": 1.221918064379082
            },
            {
              "x": 2.791668890551053,
              "y": -1.086077114828519
            },
            {
              "x": 3.749133883852004,
              "y": 1.5151966336134925
            },
            {
              "x": -0.5456282949634665,
              "y": 2.004173273220617
            },
            {
              "x": -15.74401753361992,
              "y": 0.7971672540965231
            },
            {
              "x": -10.221496656942412,
              "y": 3.959772059261517
            },
            {
              "x": -3.036462489230249,
              "y": 3.090179268794119
            },
            {
              "x": -4.759884618197119,
              "y": 0.6319122730371542
            },
            {
              "x": 6.730947395756787,
              "y": -0.99943655932956
            },
            {
              "x": -6.365217620453114,
              "y": 1.63101640071344
            },
            {
              "x": -9.022636711476938,
              "y": -1.423795948991031
            },
            {
              "x": -15.197362348789147,
              "y": 2.682859739040542
            },
            {
              "x": 1.6326253297951354,
              "y": 1.4249240830821603
            },
            {
              "x": -5.809540471351337,
              "y": -0.5593839090476892
            },
            {
              "x": -10.829303040663861,
              "y": -0.4246687028108716
            },
            {
              "x": -9.91625655384704,
              "y": 0.3964529517363496
            },
            {
              "x": -6.512363515695985,
              "y": -1.601935223317878
            },
            {
              "x": -6.831316087782642,
              "y": -0.8636662529718112
            },
            {
              "x": 9.908810453257479,
              "y": -0.47758658196563136
            },
            {
              "x": -8.393219321959622,
              "y": -2.0180550462425764
            },
            {
              "x": 0.6102115809097406,
              "y": 1.7567877346632899
            },
            {
              "x": 3.309185748376675,
              "y": -0.2368978987351362
            },
            {
              "x": -9.291585918004406,
              "y": -1.4711504892561424
            },
            {
              "x": -10.66347644882507,
              "y": -1.960921638709499
            },
            {
              "x": -4.997336385368438,
              "y": 1.4249203030588478
            },
            {
              "x": -5.084052771693672,
              "y": -1.4802832610478769
            },
            {
              "x": 2.4722086978664195,
              "y": -0.9132794224137649
            },
            {
              "x": -8.1245600704225,
              "y": -1.643067516012067
            },
            {
              "x": -3.7748436988475293,
              "y": -1.305747119261639
            },
            {
              "x": -0.9024295036058345,
              "y": -1.3301217778641896
            },
            {
              "x": -7.167546528321028,
              "y": 0.3717300649328104
            },
            {
              "x": -14.203199935112329,
              "y": -2.735739785046735
            },
            {
              "x": -0.4555457668176459,
              "y": 0.4635709389595215
            },
            {
              "x": -10.14936226360512,
              "y": -1.143820434119502
            },
            {
              "x": 3.748197394693618,
              "y": -0.25865312583737227
            },
            {
              "x": -6.926983627017744,
              "y": -1.7942423762102915
            },
            {
              "x": 3.1642961318504352,
              "y": -0.6993016175191891
            },
            {
              "x": -1.4871914062442122,
              "y": 2.249613359159231
            },
            {
              "x": -11.933818565458093,
              "y": -2.669780667411582
            },
            {
              "x": -9.399063899925686,
              "y": 4.170198931501479
            },
            {
              "x": -4.727404456513006,
              "y": 0.46664024677852395
            },
            {
              "x": -6.238079229709067,
              "y": 2.831008733397605
            },
            {
              "x": -7.742292736598501,
              "y": -0.5474646731627009
            },
            {
              "x": -10.010858699104565,
              "y": 0.7209107318535342
            },
            {
              "x": 6.14379846315477,
              "y": 1.4883469523003203
            },
            {
              "x": 0.2476254166730764,
              "y": 1.1521694972331527
            },
            {
              "x": -9.660541046217132,
              "y": 0.11750137301580135
            },
            {
              "x": 5.222167586525168,
              "y": -0.6901400947398579
            },
            {
              "x": -3.9380453141250826,
              "y": 1.7181498401258095
            },
            {
              "x": 7.040481669108483,
              "y": 0.6973711724717472
            },
            {
              "x": -2.592512975542497,
              "y": 1.1048754268130334
            },
            {
              "x": -9.235537902386673,
              "y": -1.4820055446869187
            },
            {
              "x": -11.647350217011502,
              "y": 0.5107994309124155
            },
            {
              "x": -14.346402255443445,
              "y": -1.4810336689262802
            },
            {
              "x": -3.6092118896064873,
              "y": 0.10620807774908984
            },
            {
              "x": -9.177501645974587,
              "y": 1.8241895513504989
            },
            {
              "x": 9.281707383165898,
              "y": -0.12251042597802683
            },
            {
              "x": 1.3369384439982188,
              "y": 1.3957203279424744
            },
            {
              "x": 2.155486072974594,
              "y": 0.6321498289661306
            },
            {
              "x": -2.830507647101064,
              "y": 2.344489416644194
            },
            {
              "x": 7.85822239023208,
              "y": -0.09010844141455089
            },
            {
              "x": -9.112296669720827,
              "y": -0.449430088156132
            },
            {
              "x": -0.34918728814816147,
              "y": 2.181199645483289
            },
            {
              "x": 9.635915701069724,
              "y": 0.3616098397214041
            },
            {
              "x": 3.265480228624139,
              "y": 0.4033121560556245
            },
            {
              "x": -6.458743484471878,
              "y": -1.80239255103366
            },
            {
              "x": 9.93326852357286,
              "y": 0.30664305457773
            },
            {
              "x": 4.329408524723362,
              "y": 1.2766249702615353
            },
            {
              "x": 14.537763434159205,
              "y": -1.3252190474028769
            },
            {
              "x": 5.080336608663124,
              "y": 0.7365914521086675
            },
            {
              "x": 0.8431774027515031,
              "y": 0.3308341689567688
            },
            {
              "x": -11.179954840766017,
              "y": -2.4189941836607036
            },
            {
              "x": -5.13430571814078,
              "y": 3.1453032240928454
            },
            {
              "x": 8.673817942559138,
              "y": 1.6801093336672668
            },
            {
              "x": -12.824380735601038,
              "y": 6.2184910375129245
            },
            {
              "x": 8.930424877727273,
              "y": -0.5058619749903666
            },
            {
              "x": -1.5990241927108728,
              "y": -0.05862913709676909
            },
            {
              "x": -6.023604655239184,
              "y": 0.43370636718192507
            },
            {
              "x": 3.097128923472842,
              "y": 3.10735204967418
            },
            {
              "x": -10.215159346485404,
              "y": 1.1550489968822668
            },
            {
              "x": 12.992902847686842,
              "y": -0.6330408994179475
            },
            {
              "x": -3.7116038868873926,
              "y": -0.26031481769055004
            },
            {
              "x": 8.421173674385505,
              "y": 0.13943809584305356
            },
            {
              "x": 4.92398153824632,
              "y": 0.7321190671940542
            },
            {
              "x": 8.032495995405645,
              "y": -0.6870539974565897
            },
            {
              "x": 9.183167369425666,
              "y": 0.22965282370693627
            },
            {
              "x": -4.561470525808282,
              "y": -1.698912394048026
            },
            {
              "x": -4.2159170535739525,
              "y": 0.48156853442221004
            },
            {
              "x": -5.751104660343226,
              "y": 3.4771002255286434
            },
            {
              "x": -0.8482056341900407,
              "y": 5.843744695797019
            },
            {
              "x": -10.708296107516718,
              "y": 0.9196954614974352
            },
            {
              "x": -11.297367808704953,
              "y": -1.237531681214265
            },
            {
              "x": -0.9241015801564045,
              "y": 4.79594797578476
            },
            {
              "x": -9.326254560598745,
              "y": -2.6244514560855596
            },
            {
              "x": 12.283115582858896,
              "y": 0.07238291410207101
            },
            {
              "x": -10.607569954348495,
              "y": -1.4379880991644876
            },
            {
              "x": -1.9296170395833325,
              "y": 1.5008923287477332
            },
            {
              "x": 1.3382659698954558,
              "y": -1.0348589905322603
            },
            {
              "x": -6.826723317642086,
              "y": 0.3614668347149106
            },
            {
              "x": -8.13231742310974,
              "y": -0.5257408241070186
            },
            {
              "x": -4.456945752123809,
              "y": -1.0348561802655907
            },
            {
              "x": -5.694351935538093,
              "y": -2.274549173723743
            },
            {
              "x": 10.956974695580824,
              "y": -1.7278629317963465
            },
            {
              "x": -6.67629868085074,
              "y": 0.5393754935942132
            },
            {
              "x": 6.727083430047852,
              "y": -0.5313349375053324
            },
            {
              "x": -1.536857572564909,
              "y": 0.3911338500272595
            },
            {
              "x": -0.9433281061237102,
              "y": 2.9193588288710166
            },
            {
              "x": -11.61147096522314,
              "y": -2.082782248348449
            },
            {
              "x": -11.22985643178173,
              "y": -2.0595673646265102
            },
            {
              "x": -6.0671018775269365,
              "y": -0.0937502667183382
            },
            {
              "x": -8.122306393168033,
              "y": 0.7847800116570149
            },
            {
              "x": 7.984828534293711,
              "y": 0.390303177418333
            },
            {
              "x": -10.722436468080621,
              "y": -1.0513109107574814
            },
            {
              "x": 1.9784591251995456,
              "y": 0.5227999780401122
            },
            {
              "x": 1.903611697749068,
              "y": -0.7932923835575506
            },
            {
              "x": -4.895128423680347,
              "y": -0.16960194271852844
            },
            {
              "x": 9.919926823821925,
              "y": -0.8061986231585195
            },
            {
              "x": 3.0072916048275578,
              "y": -0.7578429650632333
            },
            {
              "x": -8.332524145899969,
              "y": -2.2572284067550275
            },
            {
              "x": -12.924084408212936,
              "y": -2.476342001842315
            },
            {
              "x": -9.217908139852117,
              "y": -0.10763066318119335
            },
            {
              "x": 2.4363282610839,
              "y": 1.1652032078307821
            },
            {
              "x": -10.552636901465581,
              "y": -2.3019612814079404
            },
            {
              "x": -7.432769738507276,
              "y": 3.5620335594375256
            },
            {
              "x": -6.272190207750747,
              "y": -1.364302718967818
            },
            {
              "x": -2.7729031822609143,
              "y": -2.4136999634247935
            },
            {
              "x": -1.547631683031507,
              "y": -0.601198867679594
            },
            {
              "x": -1.5579501928697428,
              "y": -0.22536512884642879
            },
            {
              "x": 6.660626131393276,
              "y": -1.7501971130284735
            },
            {
              "x": -10.853184987100862,
              "y": -2.5170827354916607
            },
            {
              "x": -2.021000067500082,
              "y": -1.7888644355874872
            },
            {
              "x": -8.073483542651129,
              "y": -1.8562343179042453
            },
            {
              "x": -7.598108248313766,
              "y": -2.7771530872939536
            },
            {
              "x": -15.83946606822916,
              "y": -3.5778766166137697
            },
            {
              "x": 9.627412382706845,
              "y": -1.4834175619308034
            },
            {
              "x": 3.1593540412237227,
              "y": -0.14927433456480219
            },
            {
              "x": 11.820352638356685,
              "y": -1.6219562844270767
            },
            {
              "x": 5.904634281755578,
              "y": 1.3466480077036729
            },
            {
              "x": 10.789218512649315,
              "y": -1.2181803623972796
            },
            {
              "x": 2.135964150291504,
              "y": -0.16732155122992082
            },
            {
              "x": -7.6281312991734564,
              "y": -1.6673267089859969
            },
            {
              "x": 1.710982778237007,
              "y": 0.1852164967428229
            },
            {
              "x": -3.369986773260269,
              "y": -0.30716437962002135
            },
            {
              "x": 0.6093166334298188,
              "y": -0.988618173287518
            },
            {
              "x": -1.9452994813575502,
              "y": -0.6315975415603277
            },
            {
              "x": -7.645140367158953,
              "y": -2.1015045364822287
            },
            {
              "x": 2.0971570558836294,
              "y": -0.9272818935242325
            },
            {
              "x": -0.6629911012802763,
              "y": -1.0812651768492558
            },
            {
              "x": 4.837599060002298,
              "y": -0.4393556025857903
            },
            {
              "x": 8.968569126680983,
              "y": -0.11585878539131905
            },
            {
              "x": 3.483910590084001,
              "y": -2.6355743892590096
            },
            {
              "x": 4.481086259420728,
              "y": -0.164649165864024
            },
            {
              "x": 1.4907713970762932,
              "y": 0.5359923532795586
            },
            {
              "x": 8.92193946985776,
              "y": 0.45427941653254006
            },
            {
              "x": -1.1841533559090356,
              "y": 2.8828097501883825
            },
            {
              "x": -12.186429532702117,
              "y": -0.26908279916173444
            },
            {
              "x": -15.101286400650197,
              "y": 1.7372232716913096
            },
            {
              "x": 2.6753312792658437,
              "y": 1.1569805537697961
            },
            {
              "x": 0.1940231406076684,
              "y": 1.2202042932124872
            },
            {
              "x": 5.672828511100231,
              "y": 0.15480392005790464
            },
            {
              "x": 9.73794076707482,
              "y": -1.7539545683741935
            },
            {
              "x": 2.082622771696399,
              "y": -2.4760863271625158
            },
            {
              "x": 3.0859561234225015,
              "y": 0.880847095510499
            },
            {
              "x": 8.73986857347631,
              "y": 0.113110667633806
            },
            {
              "x": -0.8671129919402836,
              "y": -1.0817449864515043
            },
            {
              "x": -2.3876312473282275,
              "y": 0.5462657803492179
            },
            {
              "x": 2.1614425107071473,
              "y": 0.06814763767973253
            },
            {
              "x": 9.77210337743547,
              "y": 0.028795216780068432
            },
            {
              "x": 8.049660424523912,
              "y": 0.8127753620428532
            },
            {
              "x": 5.8025907237248315,
              "y": 0.06138088289361687
            },
            {
              "x": 10.40916579487842,
              "y": -0.5241340669154542
            },
            {
              "x": -0.6306875710260351,
              "y": 1.5543750463489596
            },
            {
              "x": 6.139483601631586,
              "y": -0.506937694122839
            },
            {
              "x": -2.6419627148033893,
              "y": -1.880432327626895
            },
            {
              "x": -0.32090245238465115,
              "y": 1.2358187779204917
            },
            {
              "x": 0.7749661110649573,
              "y": 0.07215107232183988
            },
            {
              "x": -10.333520984296483,
              "y": -0.34306310477184687
            },
            {
              "x": 2.8035826927316077,
              "y": 1.3482761481963301
            },
            {
              "x": 10.05995796393934,
              "y": -0.2383881225403864
            },
            {
              "x": -2.971259272698856,
              "y": 0.8398369160330165
            },
            {
              "x": 1.731353118762722,
              "y": 0.5328547960059337
            },
            {
              "x": -2.267248212243355,
              "y": 0.7795320432431786
            },
            {
              "x": 10.174543421882651,
              "y": -0.4312511520260008
            },
            {
              "x": 2.386517439317791,
              "y": 0.32905574097009177
            },
            {
              "x": 9.053162548958316,
              "y": 0.011355270013798368
            },
            {
              "x": 5.8419569519981795,
              "y": -0.6189740497368195
            },
            {
              "x": 12.641366867333225,
              "y": -1.1262381377122026
            },
            {
              "x": 1.697802602805007,
              "y": -1.2380582338700403
            },
            {
              "x": 6.098546958641021,
              "y": -0.7782379504613468
            },
            {
              "x": 3.43703307799342,
              "y": -1.272430015572627
            },
            {
              "x": 13.801123781422472,
              "y": -0.8958802856946291
            },
            {
              "x": 6.7572501374105425,
              "y": -1.451117910353011
            },
            {
              "x": -1.2483016968893774,
              "y": 1.7464081215632263
            },
            {
              "x": -11.314270799804751,
              "y": 0.6573599342283054
            },
            {
              "x": 10.953692862386749,
              "y": 0.7831060406466961
            },
            {
              "x": -8.493356875624762,
              "y": 0.11645184762912278
            },
            {
              "x": 9.738420325318154,
              "y": -1.3158743722226303
            },
            {
              "x": -9.671711747450821,
              "y": 0.26111136287279796
            },
            {
              "x": 2.530482545975627,
              "y": -0.01653280565095704
            },
            {
              "x": -0.22600330094844379,
              "y": -2.071559932160614
            },
            {
              "x": 5.792033568000725,
              "y": -2.2410482274918775
            },
            {
              "x": 6.2343549252217345,
              "y": 0.44637641655221755
            },
            {
              "x": 0.3603385067791673,
              "y": -1.8998976015461884
            },
            {
              "x": 7.800819755041729,
              "y": -0.6300678829801508
            },
            {
              "x": 10.242099289159434,
              "y": -1.38473685593039
            },
            {
              "x": -2.716022800641312,
              "y": -0.9087376004692667
            },
            {
              "x": 9.872159085765675,
              "y": 0.010488455410023597
            },
            {
              "x": 10.109081108977767,
              "y": -1.8471761374707794
            },
            {
              "x": 4.159833092408217,
              "y": -0.7469890247515534
            },
            {
              "x": 8.788730454599964,
              "y": 0.43684248728253217
            },
            {
              "x": 4.818498100182556,
              "y": 0.5842983678628991
            },
            {
              "x": 6.050412467048318,
              "y": -0.3084584303007077
            },
            {
              "x": 8.83687313290058,
              "y": 0.446553915625029
            },
            {
              "x": -8.680665221196033,
              "y": -0.3300203466569621
            },
            {
              "x": 7.002606025573377,
              "y": 1.177868013207237
            },
            {
              "x": 6.412479595319878,
              "y": 0.2793131065767427
            },
            {
              "x": 10.68945837680165,
              "y": 0.4220917194830606
            },
            {
              "x": 15.625703448522597,
              "y": -1.3708688364496562
            },
            {
              "x": 3.0001365368542996,
              "y": 0.8261796432912613
            },
            {
              "x": 13.523259084800877,
              "y": -1.7865524934457775
            },
            {
              "x": 6.482257823252704,
              "y": -0.38245455882149615
            },
            {
              "x": 9.72670015243237,
              "y": 0.9691644982964949
            },
            {
              "x": 11.310503037323064,
              "y": -0.7059614398574209
            },
            {
              "x": 5.488336427076944,
              "y": -1.4196108011729616
            },
            {
              "x": 12.218931617453135,
              "y": -0.8388377003529005
            },
            {
              "x": 3.3709378347499475,
              "y": -1.1998709667583998
            },
            {
              "x": 1.8563385558600294,
              "y": -2.1283586068199027
            },
            {
              "x": 6.901557758617346,
              "y": 0.9247655987532252
            },
            {
              "x": 13.687620721901617,
              "y": -1.4651806063861583
            },
            {
              "x": 10.1413300894682,
              "y": 0.4474130964947961
            },
            {
              "x": 1.2993612425985381,
              "y": -0.1633638253798426
            },
            {
              "x": 8.898744455942099,
              "y": 2.153606172490235
            },
            {
              "x": -10.455397115609644,
              "y": -3.038686313513512
            },
            {
              "x": -10.71241744784223,
              "y": -2.3277284470344615
            },
            {
              "x": 8.60188956404263,
              "y": 0.8627039738290362
            },
            {
              "x": -1.7307812838805279,
              "y": 1.7290212021588995
            },
            {
              "x": 5.3263010399616135,
              "y": 0.7579311176518688
            },
            {
              "x": -6.271540639489862,
              "y": 2.3892754854636817
            },
            {
              "x": -1.6850895348763542,
              "y": 1.5810445928273922
            },
            {
              "x": -7.742292736598501,
              "y": -0.5474646731627009
            },
            {
              "x": -10.010858699104565,
              "y": 0.7209107318535342
            },
            {
              "x": 6.14379846315477,
              "y": 1.4883469523003203
            },
            {
              "x": 0.2476254166730765,
              "y": 1.152169497233153
            },
            {
              "x": -9.660541046217132,
              "y": 0.11750137301580135
            },
            {
              "x": 5.222167586525169,
              "y": -0.6901400947398579
            },
            {
              "x": -3.9380453141250826,
              "y": 1.7181498401258095
            },
            {
              "x": 7.040481669108483,
              "y": 0.6973711724717472
            },
            {
              "x": -2.592512975542497,
              "y": 1.1048754268130334
            },
            {
              "x": -9.235537902386673,
              "y": -1.4820055446869187
            },
            {
              "x": -11.647350217011502,
              "y": 0.5107994309124155
            },
            {
              "x": -14.346402255443445,
              "y": -1.4810336689262802
            },
            {
              "x": -3.6092118896064873,
              "y": 0.10620807774908984
            },
            {
              "x": -9.177501645974587,
              "y": 1.8241895513504989
            },
            {
              "x": 9.281707383165898,
              "y": -0.12251042597802683
            },
            {
              "x": 1.3369384439982188,
              "y": 1.3957203279424744
            },
            {
              "x": 2.155486072974594,
              "y": 0.6321498289661306
            },
            {
              "x": -2.830507647101064,
              "y": 2.344489416644194
            },
            {
              "x": 7.85822239023208,
              "y": -0.09010844141455089
            },
            {
              "x": -9.112296669720827,
              "y": -0.449430088156132
            },
            {
              "x": -0.34918728814816147,
              "y": 2.181199645483289
            },
            {
              "x": 9.635915701069724,
              "y": 0.3616098397214041
            },
            {
              "x": 3.265480228624139,
              "y": 0.4033121560556245
            },
            {
              "x": -6.458743484471878,
              "y": -1.80239255103366
            },
            {
              "x": 9.93326852357286,
              "y": 0.30664305457773
            },
            {
              "x": 4.329408524723362,
              "y": 1.2766249702615353
            },
            {
              "x": 14.537763434159205,
              "y": -1.3252190474028769
            },
            {
              "x": 5.080336608663124,
              "y": 0.7365914521086675
            },
            {
              "x": 0.8431774027515031,
              "y": 0.3308341689567688
            },
            {
              "x": -11.179954840766017,
              "y": -2.4189941836607036
            },
            {
              "x": -5.13430571814078,
              "y": 3.1453032240928454
            },
            {
              "x": 8.673817942559138,
              "y": 1.6801093336672668
            },
            {
              "x": -12.824380735601038,
              "y": 6.2184910375129245
            },
            {
              "x": 8.930424877727273,
              "y": -0.5058619749903666
            },
            {
              "x": -1.5990241927108728,
              "y": -0.05862913709676909
            },
            {
              "x": -6.023604655239184,
              "y": 0.43370636718192507
            },
            {
              "x": 3.097128923472842,
              "y": 3.10735204967418
            },
            {
              "x": -10.215159346485404,
              "y": 1.1550489968822668
            },
            {
              "x": 12.992902847686842,
              "y": -0.6330408994179475
            },
            {
              "x": -3.7116038868873926,
              "y": -0.26031481769055004
            },
            {
              "x": 8.421173674385505,
              "y": 0.13943809584305356
            },
            {
              "x": 4.92398153824632,
              "y": 0.7321190671940542
            },
            {
              "x": 8.032495995405645,
              "y": -0.6870539974565897
            },
            {
              "x": 9.183167369425666,
              "y": 0.22965282370693627
            },
            {
              "x": -4.561470525808282,
              "y": -1.698912394048026
            },
            {
              "x": -4.2159170535739525,
              "y": 0.48156853442221004
            },
            {
              "x": -5.751104660343226,
              "y": 3.4771002255286434
            },
            {
              "x": 4.837599060002298,
              "y": -0.4393556025857903
            },
            {
              "x": 8.968569126680983,
              "y": -0.11585878539131896
            },
            {
              "x": 3.483910590084001,
              "y": -2.635574389259009
            },
            {
              "x": 4.481086259420728,
              "y": -0.164649165864024
            },
            {
              "x": 1.4907713970762932,
              "y": 0.5359923532795586
            },
            {
              "x": 8.92193946985776,
              "y": 0.45427941653254006
            },
            {
              "x": -1.1841533559090356,
              "y": 2.8828097501883825
            },
            {
              "x": -12.18642953270212,
              "y": -0.26908279916173466
            },
            {
              "x": -15.101286400650197,
              "y": 1.7372232716913096
            },
            {
              "x": 2.6753312792658437,
              "y": 1.1569805537697961
            },
            {
              "x": 0.1940231406076684,
              "y": 1.2202042932124872
            },
            {
              "x": 5.672828511100231,
              "y": 0.15480392005790464
            },
            {
              "x": 9.73794076707482,
              "y": -1.7539545683741935
            },
            {
              "x": 2.082622771696399,
              "y": -2.4760863271625158
            },
            {
              "x": 3.0859561234225015,
              "y": 0.880847095510499
            },
            {
              "x": 8.73986857347631,
              "y": 0.113110667633806
            },
            {
              "x": -0.8671129919402836,
              "y": -1.0817449864515043
            },
            {
              "x": -2.3876312473282275,
              "y": 0.5462657803492179
            },
            {
              "x": 2.1614425107071473,
              "y": 0.06814763767973253
            },
            {
              "x": 9.77210337743547,
              "y": 0.028795216780068432
            },
            {
              "x": 8.049660424523912,
              "y": 0.8127753620428532
            },
            {
              "x": 5.8025907237248315,
              "y": 0.06138088289361687
            },
            {
              "x": 10.40916579487842,
              "y": -0.5241340669154542
            },
            {
              "x": -0.6306875710260351,
              "y": 1.5543750463489596
            },
            {
              "x": 6.139483601631586,
              "y": -0.5069376941228388
            },
            {
              "x": -2.6419627148033893,
              "y": -1.880432327626895
            },
            {
              "x": -0.32090245238465115,
              "y": 1.2358187779204917
            },
            {
              "x": 0.7749661110649573,
              "y": 0.07215107232183988
            },
            {
              "x": -10.333520984296483,
              "y": -0.34306310477184687
            },
            {
              "x": 2.8035826927316077,
              "y": 1.3482761481963301
            },
            {
              "x": 10.059957963939336,
              "y": -0.23838812254038683
            },
            {
              "x": -2.971259272698856,
              "y": 0.8398369160330165
            },
            {
              "x": 1.731353118762722,
              "y": 0.5328547960059337
            },
            {
              "x": -2.267248212243355,
              "y": 0.7795320432431786
            },
            {
              "x": 10.174543421882651,
              "y": -0.4312511520260008
            },
            {
              "x": 2.386517439317791,
              "y": 0.32905574097009177
            },
            {
              "x": 9.053162548958316,
              "y": 0.011355270013798368
            },
            {
              "x": 5.8419569519981795,
              "y": -0.6189740497368195
            },
            {
              "x": 12.641366867333225,
              "y": -1.1262381377122026
            },
            {
              "x": 1.697802602805007,
              "y": -1.2380582338700403
            },
            {
              "x": 6.098546958641021,
              "y": -0.7782379504613468
            },
            {
              "x": 3.43703307799342,
              "y": -1.272430015572627
            },
            {
              "x": 13.801123781422472,
              "y": -0.8958802856946291
            },
            {
              "x": 6.7572501374105425,
              "y": -1.451117910353011
            },
            {
              "x": -1.2483016968893774,
              "y": 1.7464081215632263
            },
            {
              "x": -11.314270799804751,
              "y": 0.6573599342283053
            },
            {
              "x": 10.953692862386749,
              "y": 0.7831060406466962
            },
            {
              "x": -8.493356875624762,
              "y": 0.11645184762912278
            },
            {
              "x": 9.738420325318154,
              "y": -1.3158743722226303
            },
            {
              "x": -9.671711747450821,
              "y": 0.26111136287279796
            },
            {
              "x": 2.530482545975627,
              "y": -0.01653280565095704
            },
            {
              "x": -0.22600330094844379,
              "y": -2.071559932160614
            },
            {
              "x": 5.792033568000725,
              "y": -2.2410482274918775
            },
            {
              "x": 6.2343549252217345,
              "y": 0.44637641655221755
            },
            {
              "x": 0.3603385067791673,
              "y": -1.8998976015461884
            },
            {
              "x": 7.800819755041729,
              "y": -0.6300678829801508
            },
            {
              "x": 10.242099289159434,
              "y": -1.38473685593039
            },
            {
              "x": -2.716022800641312,
              "y": -0.9087376004692667
            },
            {
              "x": 9.872159085765675,
              "y": 0.010488455410023597
            },
            {
              "x": 10.109081108977767,
              "y": -1.8471761374707794
            },
            {
              "x": 4.159833092408217,
              "y": -0.7469890247515534
            },
            {
              "x": 8.788730454599964,
              "y": 0.43684248728253217
            },
            {
              "x": 4.818498100182556,
              "y": 0.5842983678628991
            },
            {
              "x": 6.050412467048318,
              "y": -0.3084584303007077
            },
            {
              "x": 8.83687313290058,
              "y": 0.446553915625029
            },
            {
              "x": -8.680665221196033,
              "y": -0.3300203466569621
            },
            {
              "x": 7.002606025573377,
              "y": 1.177868013207237
            },
            {
              "x": 6.412479595319878,
              "y": 0.27931310657674263
            },
            {
              "x": 10.68945837680165,
              "y": 0.4220917194830607
            },
            {
              "x": 15.625703448522597,
              "y": -1.3708688364496562
            },
            {
              "x": 3.0001365368542996,
              "y": 0.8261796432912613
            },
            {
              "x": 13.523259084800877,
              "y": -1.7865524934457775
            },
            {
              "x": 6.482257823252704,
              "y": -0.38245455882149615
            },
            {
              "x": 9.72670015243237,
              "y": 0.9691644982964951
            },
            {
              "x": 11.310503037323064,
              "y": -0.7059614398574209
            },
            {
              "x": 5.488336427076944,
              "y": -1.4196108011729616
            },
            {
              "x": 12.218931617453135,
              "y": -0.8388377003529005
            },
            {
              "x": 3.3709378347499475,
              "y": -1.1998709667583998
            },
            {
              "x": 1.8563385558600294,
              "y": -2.1283586068199027
            },
            {
              "x": 6.901557758617346,
              "y": 0.9247655987532252
            },
            {
              "x": 13.687620721901617,
              "y": -1.4651806063861583
            },
            {
              "x": 10.1413300894682,
              "y": 0.4474130964947961
            },
            {
              "x": 1.2993612425985381,
              "y": -0.1633638253798426
            },
            {
              "x": 8.898744455942099,
              "y": 2.153606172490235
            },
            {
              "x": -10.455397115609644,
              "y": -3.038686313513512
            },
            {
              "x": -10.71241744784223,
              "y": -2.3277284470344615
            },
            {
              "x": 8.60188956404263,
              "y": 0.8627039738290362
            },
            {
              "x": -1.7307812838805279,
              "y": 1.7290212021588995
            },
            {
              "x": 5.3263010399616135,
              "y": 0.7579311176518688
            },
            {
              "x": -6.271540639489861,
              "y": 2.389275485463682
            },
            {
              "x": -1.6850895348763535,
              "y": 1.5810445928273922
            }
          ]
        },
        "spacing": {
          "is_uniform": true,
          "max": 1.0,
          "mean": 1.0,
          "median": 1.0,
          "min": 1.0,
          "std": 0.0
        },
        "value_max": 10.0,
        "value_min": 0.20858339965343475,
        "xy": [
          {
            "argmax_axis": 551.0,
            "curve": {
              "abs_corr": [
                0.001594942287518472,
                0.05986447192728461,
                0.06147607900800558,
                0.06215742578779599,
                0.06318951198540775,
                0.06386128842194622,
                0.06422833001365215,
                0.06452973316956821,
                0.06519280419603328,
                0.06541688375050587,
                0.06612782539054199,
                0.06695915238932588,
                0.06665369733830619,
                0.06875466661589279,
                0.06610395099764509,
                0.06659376475956068,
                0.0668863535945003,
                0.06663775457992231,
                0.06667348318923921,
                0.06654618251498867,
                0.06640727290935113,
                0.06585419139568943,
                0.0647167324796607,
                0.06287150772114852,
                0.06114684270268514,
                0.059668145193564615,
                0.058694457100198966,
                0.05731500406441157,
                0.05579472375192753,
                0.054189686394764694,
                0.05221369172978846,
                0.05021672426814792,
                0.04827494394495854,
                0.045669863694992825,
                0.043201484379925006,
                0.040801809960579305,
                0.038090213886330666,
                0.03486497647630839,
                0.03205308715480366,
                0.0298726823560865,
                0.027408060391063818,
                0.0238243631089979,
                0.019495302816724975,
                0.027396245409826925,
                0.024295379011978428,
                0.02169713080545659,
                0.019410021598782745,
                0.01755173128425866,
                0.015734013200091233,
                0.013690467656524782,
                0.012027490486728581,
                0.011703321502484026,
                0.012514393706364793,
                0.0110719723304867,
                0.009334927151425995,
                0.007039093267743031,
                0.004773636559234289,
                0.0027194698351047444,
                0.0012068234679356664,
                0.00037524689388282657,
                0.0013681564682498644,
                0.001415342670620938,
                0.0004723165223028413,
                0.0013951375621765881,
                0.004997700242459553,
                0.00803402275245741,
                0.013144668366269631,
                0.025413849877572125,
                0.04170937411222815,
                0.048178459579853575,
                0.0490335122063205,
                0.04815502477365685,
                0.046714358466051396,
                0.04390333521989024,
                0.03994216381225065,
                0.03589768018563627,
                0.031542931338890544,
                0.027654340397543473,
                0.023897091106930817,
                0.02082578036923276,
                0.017800605462943955,
                0.01492107866531941,
                0.012738955637008593,
                0.010686815305197245,
                0.009337494302813578,
                0.009085656087060062,
                0.01050835192429161,
                0.012368869101803747,
                0.014617415008087359,
                0.016405518567490004,
                0.017905901535030144,
                0.01970904353307822,
                0.021218531861830998,
                0.02199967858409819,
                0.02842780682516999,
                0.025672717601086435,
                0.024534830652134867,
                0.02735674931343027,
                0.0363539608429251,
                0.04994563949499475,
                0.0586642063671214,
                0.0602831439609667,
                0.06034688725146752,
                0.06012630975311295,
                0.059326263284108456,
                0.05830749548520084,
                0.056913778611602704,
                0.05536808979776569,
                0.05380707408611558,
                0.05286394919050345,
                0.052125791139350924,
                0.05064722498150355,
                0.04900514572010233,
                0.04769927099754953,
                0.0468556871836524,
                0.04633124689729807,
                0.04636106369702029,
                0.046489621754897896,
                0.04623884443527772,
                0.04528925042694016,
                0.04437183732510682,
                0.043641009961894246,
                0.04426143967710018,
                0.0460474423673751,
                0.04806306601946363,
                0.049348823144388654,
                0.050769518213470845,
                0.05128731933845353,
                0.05174322962949556,
                0.05347485687498969,
                0.05349517388547755,
                0.05428738378636671,
                0.05541712626348616,
                0.056183398723882186,
                0.05713346493463629,
                0.058458092327479935,
                0.05903061528744493,
                0.05956578399512521,
                0.05957201368578139,
                0.058268354391413126
              ],
              "axis": [
                350.0,
                365.0,
                381.0,
                396.0,
                412.0,
                427.0,
                443.0,
                458.0,
                474.0,
                489.0,
                505.0,
                520.0,
                536.0,
                551.0,
                567.0,
                582.0,
                597.0,
                613.0,
                628.0,
                644.0,
                659.0,
                675.0,
                690.0,
                706.0,
                721.0,
                737.0,
                752.0,
                768.0,
                783.0,
                799.0,
                814.0,
                829.0,
                845.0,
                860.0,
                876.0,
                891.0,
                907.0,
                922.0,
                938.0,
                953.0,
                969.0,
                984.0,
                1000.0,
                1015.0,
                1031.0,
                1046.0,
                1062.0,
                1077.0,
                1092.0,
                1108.0,
                1123.0,
                1139.0,
                1154.0,
                1170.0,
                1185.0,
                1201.0,
                1216.0,
                1232.0,
                1247.0,
                1263.0,
                1278.0,
                1294.0,
                1309.0,
                1324.0,
                1340.0,
                1355.0,
                1371.0,
                1386.0,
                1402.0,
                1417.0,
                1433.0,
                1448.0,
                1464.0,
                1479.0,
                1495.0,
                1510.0,
                1526.0,
                1541.0,
                1556.0,
                1572.0,
                1587.0,
                1603.0,
                1618.0,
                1634.0,
                1649.0,
                1665.0,
                1680.0,
                1696.0,
                1711.0,
                1727.0,
                1742.0,
                1758.0,
                1773.0,
                1788.0,
                1804.0,
                1819.0,
                1835.0,
                1850.0,
                1866.0,
                1881.0,
                1897.0,
                1912.0,
                1928.0,
                1943.0,
                1959.0,
                1974.0,
                1990.0,
                2005.0,
                2021.0,
                2036.0,
                2051.0,
                2067.0,
                2082.0,
                2098.0,
                2113.0,
                2129.0,
                2144.0,
                2160.0,
                2175.0,
                2191.0,
                2206.0,
                2222.0,
                2237.0,
                2253.0,
                2268.0,
                2283.0,
                2299.0,
                2314.0,
                2330.0,
                2345.0,
                2361.0,
                2376.0,
                2392.0,
                2407.0,
                2423.0,
                2438.0,
                2454.0,
                2469.0,
                2485.0,
                2500.0
              ],
              "corr": [
                0.001594942287518472,
                -0.05986447192728461,
                -0.06147607900800558,
                -0.06215742578779599,
                -0.06318951198540775,
                -0.06386128842194622,
                -0.06422833001365215,
                -0.06452973316956821,
                -0.06519280419603328,
                -0.06541688375050587,
                -0.06612782539054199,
                -0.06695915238932588,
                -0.06665369733830619,
                -0.06875466661589279,
                -0.06610395099764509,
                -0.06659376475956068,
                -0.0668863535945003,
                -0.06663775457992231,
                -0.06667348318923921,
                -0.06654618251498867,
                -0.06640727290935113,
                -0.06585419139568943,
                -0.0647167324796607,
                -0.06287150772114852,
                -0.06114684270268514,
                -0.059668145193564615,
                -0.058694457100198966,
                -0.05731500406441157,
                -0.05579472375192753,
                -0.054189686394764694,
                -0.05221369172978846,
                -0.05021672426814792,
                -0.04827494394495854,
                -0.045669863694992825,
                -0.043201484379925006,
                -0.040801809960579305,
                -0.038090213886330666,
                -0.03486497647630839,
                -0.03205308715480366,
                -0.0298726823560865,
                -0.027408060391063818,
                -0.0238243631089979,
                -0.019495302816724975,
                -0.027396245409826925,
                -0.024295379011978428,
                -0.02169713080545659,
                -0.019410021598782745,
                -0.01755173128425866,
                -0.015734013200091233,
                -0.013690467656524782,
                -0.012027490486728581,
                -0.011703321502484026,
                -0.012514393706364793,
                -0.0110719723304867,
                -0.009334927151425995,
                -0.007039093267743031,
                -0.004773636559234289,
                -0.0027194698351047444,
                -0.0012068234679356664,
                0.00037524689388282657,
                0.0013681564682498644,
                0.001415342670620938,
                0.0004723165223028413,
                -0.0013951375621765881,
                -0.004997700242459553,
                -0.00803402275245741,
                -0.013144668366269631,
                -0.025413849877572125,
                -0.04170937411222815,
                -0.048178459579853575,
                -0.0490335122063205,
                -0.04815502477365685,
                -0.046714358466051396,
                -0.04390333521989024,
                -0.03994216381225065,
                -0.03589768018563627,
                -0.031542931338890544,
                -0.027654340397543473,
                -0.023897091106930817,
                -0.02082578036923276,
                -0.017800605462943955,
                -0.01492107866531941,
                -0.012738955637008593,
                -0.010686815305197245,
                -0.009337494302813578,
                -0.009085656087060062,
                -0.01050835192429161,
                -0.012368869101803747,
                -0.014617415008087359,
                -0.016405518567490004,
                -0.017905901535030144,
                -0.01970904353307822,
                -0.021218531861830998,
                -0.02199967858409819,
                -0.02842780682516999,
                -0.025672717601086435,
                -0.024534830652134867,
                -0.02735674931343027,
                -0.0363539608429251,
                -0.04994563949499475,
                -0.0586642063671214,
                -0.0602831439609667,
                -0.06034688725146752,
                -0.06012630975311295,
                -0.059326263284108456,
                -0.05830749548520084,
                -0.056913778611602704,
                -0.05536808979776569,
                -0.05380707408611558,
                -0.05286394919050345,
                -0.052125791139350924,
                -0.05064722498150355,
                -0.04900514572010233,
                -0.04769927099754953,
                -0.0468556871836524,
                -0.04633124689729807,
                -0.04636106369702029,
                -0.046489621754897896,
                -0.04623884443527772,
                -0.04528925042694016,
                -0.04437183732510682,
                -0.043641009961894246,
                -0.04426143967710018,
                -0.0460474423673751,
                -0.04806306601946363,
                -0.049348823144388654,
                -0.050769518213470845,
                -0.05128731933845353,
                -0.05174322962949556,
                -0.05347485687498969,
                -0.05349517388547755,
                -0.05428738378636671,
                -0.05541712626348616,
                -0.056183398723882186,
                -0.05713346493463629,
                -0.058458092327479935,
                -0.05903061528744493,
                -0.05956578399512521,
                -0.05957201368578139,
                -0.058268354391413126
              ]
            },
            "frac_abs_corr_gt_0_5": 0.0,
            "max_abs_corr": 0.06875466661589279,
            "mean_abs_corr": 0.03999389195345106,
            "n": 562,
            "target": "parasite_load"
          }
        ]
      },
      "warnings": []
    }
  ],
  "splits": [
    {
      "applied": false,
      "name": "original",
      "partitions": {
        "test": 197,
        "train": 365
      }
    }
  ],
  "variable_join_key": "sample_id",
  "variables": [
    {
      "assets": [],
      "denominator": "canonical_sample_units",
      "histogram": {
        "counts": [
          484,
          30,
          17,
          10,
          4,
          4,
          4,
          1,
          1,
          1,
          1,
          1,
          0,
          2,
          1,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          1
        ],
        "edges": [
          0.0,
          9827.666666666666,
          19655.333333333332,
          29483.0,
          39310.666666666664,
          49138.33333333333,
          58966.0,
          68793.66666666666,
          78621.33333333333,
          88449.0,
          98276.66666666666,
          108104.33333333333,
          117932.0,
          127759.66666666666,
          137587.3333333333,
          147415.0,
          157242.66666666666,
          167070.3333333333,
          176898.0,
          186725.66666666666,
          196553.3333333333,
          206381.0,
          216208.66666666666,
          226036.3333333333,
          235864.0
        ]
      },
      "name": "parasite_load",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 309,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "parasite_load",
        "numeric_sentinels": [],
        "original_name": "parasite_load",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "target",
      "shape": {
        "cv": 3.0307032037514827,
        "is_normal": false,
        "kurtosis": 53.94307892208685,
        "normality_p": 1.126419050835045e-154,
        "skewness": 6.327940255855199
      },
      "stats": {
        "max": 235864.0,
        "mean": 6241.066240312366,
        "median": 122.5,
        "min": 0.0,
        "n": 562,
        "n_missing": 0,
        "q1": 0.0,
        "q3": 3511.2939453125,
        "std": 18914.81944933991
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.984163067843619,
        "imbalance_ratio": 18.0,
        "minority_fraction": 0.0017793594306049821,
        "n_classes": 90,
        "normalized_entropy": 0.9563838361277291
      },
      "denominator": "canonical_sample_units",
      "name": "ID1",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 90,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "ID1",
        "numeric_sentinels": [],
        "original_name": "ID1",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 90,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 18,
            "name": "infection/S2161"
          },
          {
            "count": 16,
            "name": "infection/S214"
          },
          {
            "count": 16,
            "name": "infection/S2141"
          },
          {
            "count": 16,
            "name": "infection/S2151"
          },
          {
            "count": 16,
            "name": "infection/S216"
          },
          {
            "count": 14,
            "name": "Minfection/113G3"
          },
          {
            "count": 14,
            "name": "Minfection/114"
          },
          {
            "count": 14,
            "name": "Minfection/1141"
          },
          {
            "count": 14,
            "name": "infection/S314"
          },
          {
            "count": 14,
            "name": "infection/S2142"
          },
          {
            "count": 14,
            "name": "infection/S215"
          },
          {
            "count": 12,
            "name": "infection/S2152"
          },
          {
            "count": 12,
            "name": "infection/S2162"
          },
          {
            "count": 10,
            "name": "Minfection/1142"
          },
          {
            "count": 10,
            "name": "infection/S3134"
          },
          {
            "count": 10,
            "name": "infection/S3141"
          },
          {
            "count": 9,
            "name": "Minfection/1151"
          },
          {
            "count": 8,
            "name": "Minfection/113"
          },
          {
            "count": 8,
            "name": "Minfection/113G1"
          },
          {
            "count": 8,
            "name": "Minfection/114G1"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "denominator": "canonical_sample_units",
      "histogram": {
        "counts": [
          58,
          0,
          65,
          0,
          0,
          66,
          0,
          0,
          57,
          0,
          63,
          0,
          0,
          43,
          0,
          0,
          60,
          0,
          56,
          0,
          0,
          60,
          0,
          34
        ],
        "edges": [
          0.0,
          0.375,
          0.75,
          1.125,
          1.5,
          1.875,
          2.25,
          2.625,
          3.0,
          3.375,
          3.75,
          4.125,
          4.5,
          4.875,
          5.25,
          5.625,
          6.0,
          6.375,
          6.75,
          7.125,
          7.5,
          7.875,
          8.25,
          8.625,
          9.0
        ]
      },
      "name": "ID2",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 10,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "ID2",
        "numeric_sentinels": [],
        "original_name": "ID2",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "shape": {
        "cv": 0.6635004625802036,
        "is_normal": false,
        "kurtosis": -1.230257543375694,
        "normality_p": 3.7701488470839786e-101,
        "skewness": 0.09182717189073175
      },
      "stats": {
        "max": 9.0,
        "mean": 4.222419928825623,
        "median": 4.0,
        "min": 0.0,
        "n": 562,
        "n_missing": 0,
        "q1": 2.0,
        "q3": 7.0,
        "std": 2.801577575983671
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.9969731892959816,
        "imbalance_ratio": 2.0,
        "minority_fraction": 0.0017793594306049821,
        "n_classes": 365,
        "normalized_entropy": 0.9907899169074045
      },
      "denominator": "canonical_sample_units",
      "name": "ID",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 365,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "ID",
        "numeric_sentinels": [],
        "original_name": "ID",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 365,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 2,
            "name": "Minfection/11310"
          },
          {
            "count": 2,
            "name": "Minfection/11311"
          },
          {
            "count": 2,
            "name": "Minfection/11313"
          },
          {
            "count": 2,
            "name": "Minfection/1133"
          },
          {
            "count": 2,
            "name": "Minfection/1134"
          },
          {
            "count": 2,
            "name": "Minfection/1136"
          },
          {
            "count": 2,
            "name": "Minfection/1137"
          },
          {
            "count": 2,
            "name": "Minfection/113G1"
          },
          {
            "count": 2,
            "name": "Minfection/113G10"
          },
          {
            "count": 2,
            "name": "Minfection/113G15"
          },
          {
            "count": 2,
            "name": "Minfection/113G16"
          },
          {
            "count": 2,
            "name": "Minfection/113G17"
          },
          {
            "count": 2,
            "name": "Minfection/113G23"
          },
          {
            "count": 2,
            "name": "Minfection/113G29"
          },
          {
            "count": 2,
            "name": "Minfection/113G31"
          },
          {
            "count": 2,
            "name": "Minfection/113G33"
          },
          {
            "count": 2,
            "name": "Minfection/113G34"
          },
          {
            "count": 2,
            "name": "Minfection/113G35"
          },
          {
            "count": 2,
            "name": "Minfection/113G37"
          },
          {
            "count": 2,
            "name": "Minfection/113G38"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "denominator": "canonical_sample_units",
      "histogram": {
        "counts": [
          271,
          27,
          8,
          7,
          0,
          6,
          2,
          2,
          0,
          2,
          1,
          2,
          3,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          1,
          0,
          1
        ],
        "edges": [
          0.0,
          2539.9166666666665,
          5079.833333333333,
          7619.75,
          10159.666666666666,
          12699.583333333332,
          15239.5,
          17779.416666666664,
          20319.333333333332,
          22859.25,
          25399.166666666664,
          27939.083333333332,
          30479.0,
          33018.916666666664,
          35558.83333333333,
          38098.75,
          40638.666666666664,
          43178.58333333333,
          45718.5,
          48258.416666666664,
          50798.33333333333,
          53338.25,
          55878.166666666664,
          58418.08333333333,
          60958.0
        ]
      },
      "name": "Oocytes",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 173,
        "invalid": 0,
        "missing": 229,
        "missing_values": [],
        "name": "Oocytes",
        "numeric_sentinels": [],
        "original_name": "Oocytes",
        "present": 333,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "shape": {
        "cv": 2.8254819180531836,
        "is_normal": false,
        "kurtosis": 31.909572704979276,
        "normality_p": 1.2817887536884606e-81,
        "skewness": 5.065183753111237
      },
      "stats": {
        "max": 60958.0,
        "mean": 2386.2961936784577,
        "median": 38.0066719055176,
        "min": 0.0,
        "n": 562,
        "n_missing": 229,
        "q1": 0.0,
        "q3": 1729.0,
        "std": 6742.43674635762
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "denominator": "canonical_sample_units",
      "name": "active_status",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 1,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "active_status",
        "numeric_sentinels": [],
        "original_name": "active_status",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 562,
            "name": "active"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.48287762313040616,
        "imbalance_ratio": 1.4541484716157205,
        "minority_fraction": 0.40747330960854095,
        "n_classes": 2,
        "normalized_entropy": 0.9751546766107296
      },
      "denominator": "canonical_sample_units",
      "name": "replaces_dataset_id",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 2,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "replaces_dataset_id",
        "numeric_sentinels": [],
        "original_name": "replaces_dataset_id",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 2,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 333,
            "name": "bacon_malaria_oocist_333_maia_classification"
          },
          {
            "count": 229,
            "name": "bacon_malaria_sporozoite_229_maia_classification"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "denominator": "canonical_sample_units",
      "name": "active_replacement_source_note",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 1,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "active_replacement_source_note",
        "numeric_sentinels": [],
        "original_name": "active_replacement_source_note",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 562,
            "name": "rebuilt_from_existing_standardized_export_with_official_source_documented"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.48287762313040616,
        "imbalance_ratio": 1.4541484716157205,
        "minority_fraction": 0.40747330960854095,
        "n_classes": 2,
        "normalized_entropy": 0.9751546766107296
      },
      "denominator": "canonical_sample_units",
      "name": "infection_stage",
      "normalization": {
        "censored": 0,
        "decimal_separator": ",",
        "distinct": 2,
        "invalid": 0,
        "missing": 0,
        "missing_values": [],
        "name": "infection_stage",
        "numeric_sentinels": [],
        "original_name": "infection_stage",
        "present": 562,
        "protocol_version": "1.1",
        "thousands_separator": null,
        "total": 562,
        "unit": null
      },
      "role": "metadata",
      "stats": {
        "n": 562,
        "n_classes": 2,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 333,
            "name": "oocyst"
          },
          {
            "count": 229,
            "name": "sporozoite"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    }
  ],
  "versions": {
    "content": "1.1.0",
    "schema_protocol": "2.0"
  },
  "warnings": []
}