{
  "_id": "6a16bffcacfb0bcc41d87a00",
  "Package": "nda",
  "Type": "Package",
  "Title": "Generalized Network-Based Dimensionality Reduction and Analysis",
  "Version": "0.2.4",
  "Authors@R": "c(\nperson(\"Zsolt T.\", \"Kosztyan\", email=\"kosztyan.zsolt@gtk.uni-pannon.hu\", role = c(\"aut\", \"cre\")),\nperson(\"Marcell T.\", \"Kurbucz\", email=\"kurbuczmarcell@gmail.com\", role = c(\"aut\")),\nperson(\"Attila I.\", \"Katona\", email=\"katona.attila@gtk.uni-pannon.hu\", role = c(\"aut\")),\nperson(\"Zahid\", \"Khan\", email=\"zahidkhan@hu.edu.pk\", role = c(\"aut\"))\n)",
  "Maintainer": "Zsolt T. Kosztyan <kosztyan.zsolt@gtk.uni-pannon.hu>",
  "Description": "Non-parametric dimensionality reduction function.\nReduction with and without feature selection. Plot functions.\nAutomated feature selections. Kosztyan et. al. (2024)\n<doi:10.1016/j.eswa.2023.121779>.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "URL": "https://github.com/kzst/nda",
  "RoxygenNote": "7.2.3",
  "Config/pak/sysreqs": "cmake libglpk-dev make libgsl0-dev libuv1-dev\nlibxml2-dev",
  "Repository": "https://kzst.r-universe.dev",
  "Date/Publication": "2025-02-16 11:30:09 UTC",
  "RemoteUrl": "https://github.com/kzst/nda",
  "RemoteRef": "HEAD",
  "RemoteSha": "97beac25183c5d79743849e089e9b7f4db09a945",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-27 09:53:46 UTC",
    "User": "root"
  },
  "Author": "Zsolt T. Kosztyan [aut, cre],\nMarcell T. Kurbucz [aut],\nAttila I. Katona [aut],\nZahid Khan [aut]",
  "MD5sum": "afc9902c8d6ffd1bf14d6fd3eec6a1bf",
  "_user": "kzst",
  "_type": "src",
  "_file": "nda_0.2.4.tar.gz",
  "_fileid": "729d12562248b4a9973ee6c08dbb7d43803634dcd539ce4432971f9e962ff43a",
  "_filesize": 1772345,
  "_sha256": "729d12562248b4a9973ee6c08dbb7d43803634dcd539ce4432971f9e962ff43a",
  "_created": "2026-05-27T09:53:46.000Z",
  "_published": "2026-05-27T09:57:16.309Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78051949285,
      "time": 169,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7237416542"
    },
    {
      "job": 78051949088,
      "time": 157,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7237412805"
    },
    {
      "job": 78051949182,
      "time": 117,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7237399785"
    },
    {
      "job": 78051949085,
      "time": 95,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7237392924"
    },
    {
      "job": 78051470644,
      "time": 179,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7237361823"
    },
    {
      "job": 78051949164,
      "time": 142,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7237407629"
    },
    {
      "job": 78051949174,
      "time": 136,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7237406418"
    },
    {
      "job": 78051949210,
      "time": 108,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7237397325"
    },
    {
      "job": 78051949240,
      "time": 114,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7237399137"
    }
  ],
  "_buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/kzst/nda",
  "_commit": {
    "id": "97beac25183c5d79743849e089e9b7f4db09a945",
    "author": "Kosztyán Zsolt <kzst@gtk.uni-pannon.hu>",
    "committer": "Kosztyán Zsolt <kzst@gtk.uni-pannon.hu>",
    "message": "0.2.4\n",
    "time": 1739705409
  },
  "_maintainer": {
    "name": "Zsolt T. Kosztyan",
    "email": "kosztyan.zsolt@gtk.uni-pannon.hu"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.00",
      "role": "Depends"
    },
    {
      "package": "energy",
      "role": "Imports"
    },
    {
      "package": "psych",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Rfast",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "mco",
      "role": "Imports"
    },
    {
      "package": "ppcor",
      "role": "Imports"
    },
    {
      "package": "lm.beta",
      "role": "Imports"
    },
    {
      "package": "leidenAlg",
      "role": "Imports"
    },
    {
      "package": "Metrics",
      "role": "Imports"
    },
    {
      "package": "visNetwork",
      "role": "Imports"
    }
  ],
  "_owner": "kzst",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "kzst",
      "count": 68,
      "uuid": 45265294
    }
  ],
  "_userbio": {
    "uuid": 45265294,
    "type": "user",
    "name": "Prof. Kosztyán Zsolt Tibor",
    "description": "He is a full professor and head of the Department of Quantitative Methods, University of Pannonia. "
  },
  "_downloads": {
    "count": 555,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/nda"
  },
  "_devurl": "https://github.com/kzst/nda",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/nda.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/kzst/nda",
  "_realowner": "kzst",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.6",
      "date": "2022-10-14"
    },
    {
      "version": "0.1.10",
      "date": "2023-06-17"
    },
    {
      "version": "0.1.11",
      "date": "2023-06-18"
    },
    {
      "version": "0.1.12",
      "date": "2023-08-19"
    },
    {
      "version": "0.1.13",
      "date": "2023-09-27"
    },
    {
      "version": "0.1.15",
      "date": "2024-10-14"
    },
    {
      "version": "0.2.4",
      "date": "2025-02-16"
    },
    {
      "version": "0.2.5",
      "date": "2026-03-13"
    }
  ],
  "_exports": [
    "data_gen",
    "dCor",
    "dCov",
    "fs.dimred",
    "fs.KMO",
    "ndr",
    "ndrlm",
    "normalize",
    "pdCor",
    "spdCor"
  ],
  "_datasets": [
    {
      "name": "COVID19_2020",
      "title": "Covid'19 case datesets of countries (2020), where the data frame has 138 observations of 18 variables.",
      "object": "COVID19_2020",
      "class": [
        "data.frame"
      ],
      "fields": [
        "iso3",
        "dyssincefstcase",
        "cases15dysaftfst",
        "cases30dysaftfst",
        "cases45dysaftfst",
        "cases600dysaftfst",
        "dyssincefstdeath",
        "deaths15dysaftfst",
        "deaths30dysaftfst",
        "deaths45dysaftfst",
        "deaths60dysaftfst",
        "dyssincefsttest",
        "tests15dysaftfst",
        "tests30dysaftfst",
        "tests45dysaftfst",
        "tests60dysaftfst",
        "totcase",
        "totdeath"
      ],
      "rows": 138,
      "table": true,
      "tojson": true
    },
    {
      "name": "CrimesUSA1990.X",
      "title": "Crimes in USA cities in 1990. Independent variables (X)",
      "object": "CrimesUSA1990.X",
      "class": [
        "data.frame"
      ],
      "fields": [
        "fold",
        "population",
        "householdsize",
        "racepctblack",
        "racePctWhite",
        "racePctAsian",
        "racePctHisp",
        "agePct12t21",
        "agePct12t29",
        "agePct16t24",
        "agePct65up",
        "numbUrban",
        "pctUrban",
        "medIncome",
        "pctWWage",
        "pctWFarmSelf",
        "pctWInvInc",
        "pctWSocSec",
        "pctWPubAsst",
        "pctWRetire",
        "medFamInc",
        "perCapInc",
        "whitePerCap",
        "blackPerCap",
        "indianPerCap",
        "AsianPerCap",
        "OtherPerCap",
        "HispPerCap",
        "NumUnderPov",
        "PctPopUnderPov",
        "PctLess9thGrade",
        "PctNotHSGrad",
        "PctBSorMore",
        "PctUnemployed",
        "PctEmploy",
        "PctEmplManu",
        "PctEmplProfServ",
        "PctOccupManu",
        "PctOccupMgmtProf",
        "MalePctDivorce",
        "MalePctNevMarr",
        "FemalePctDiv",
        "TotalPctDiv",
        "PersPerFam",
        "PctFam2Par",
        "PctKids2Par",
        "PctYoungKids2Par",
        "PctTeen2Par",
        "PctWorkMomYoungKids",
        "PctWorkMom",
        "NumIlleg",
        "PctIlleg",
        "NumImmig",
        "PctImmigRecent",
        "PctImmigRec5",
        "PctImmigRec8",
        "PctImmigRec10",
        "PctRecentImmig",
        "PctRecImmig5",
        "PctRecImmig8",
        "PctRecImmig10",
        "PctSpeakEnglOnly",
        "PctNotSpeakEnglWell",
        "PctLargHouseFam",
        "PctLargHouseOccup",
        "PersPerOccupHous",
        "PersPerOwnOccHous",
        "PersPerRentOccHous",
        "PctPersOwnOccup",
        "PctPersDenseHous",
        "PctHousLess3BR",
        "MedNumBR",
        "HousVacant",
        "PctHousOccup",
        "PctHousOwnOcc",
        "PctVacantBoarded",
        "PctVacMore6Mos",
        "MedYrHousBuilt",
        "PctHousNoPhone",
        "PctWOFullPlumb",
        "OwnOccLowQuart",
        "OwnOccMedVal",
        "OwnOccHiQuart",
        "RentLowQ",
        "RentMedian",
        "RentHighQ",
        "MedRent",
        "MedRentPctHousInc",
        "MedOwnCostPctInc",
        "MedOwnCostPctIncNoMtg",
        "NumInShelters",
        "NumStreet",
        "PctForeignBorn",
        "PctBornSameState",
        "PctSameHouse85",
        "PctSameCity85",
        "PctSameState85",
        "LemasSwornFT",
        "LemasSwFTPerPop",
        "LemasSwFTFieldOps",
        "LemasSwFTFieldPerPop",
        "LemasTotalReq",
        "LemasTotReqPerPop",
        "PolicReqPerOffic",
        "PolicPerPop",
        "RacialMatchCommPol",
        "PctPolicWhite",
        "PctPolicBlack",
        "PctPolicHisp",
        "PctPolicAsian",
        "PctPolicMinor",
        "OfficAssgnDrugUnits",
        "NumKindsDrugsSeiz",
        "PolicAveOTWorked",
        "LandArea",
        "PopDens",
        "PctUsePubTrans",
        "PolicCars",
        "PolicOperBudg",
        "LemasPctPolicOnPatr",
        "LemasGangUnitDeploy",
        "LemasPctOfficDrugUn",
        "PolicBudgPerPop"
      ],
      "rows": 1994,
      "table": true,
      "tojson": true
    },
    {
      "name": "CrimesUSA1990.Y",
      "title": "Crimes in USA cities in 1990. Dependent variable (Y)",
      "object": "CrimesUSA1990.Y",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ViolentCrimesPerPop"
      ],
      "rows": 1994,
      "table": true,
      "tojson": true
    },
    {
      "name": "CWTS_2020",
      "title": "CWTS Leiden's University Ranking 2020 for all scientific fields, within the period of 2016-2019. 1176 observations (i.e., universities), and 42 variables (i.e., indicators).",
      "object": "CWTS_2020",
      "class": [
        "data.frame"
      ],
      "fields": [
        "TCS",
        "TNCS",
        "P_top1",
        "P_top5",
        "P_top10",
        "P_top50",
        "P_collab",
        "P_int_collab",
        "P_industry_collab",
        "P_short_dist_collab",
        "P_long_dist_collab",
        "P_OA",
        "P_gold_OA",
        "P_hybrid_OA",
        "P_bronze_OA",
        "P_green_OA",
        "P_OA_unknown",
        "A_gender_unknown",
        "A_M",
        "A_F",
        "MCS",
        "MNCS",
        "PP_top1",
        "PP_top5",
        "PP_top10",
        "PP_top50",
        "PP_collab",
        "PP_int_collab",
        "PP_industry_collab",
        "PP_short_dist_collab",
        "PP_long_dist_collab",
        "PP_OA",
        "PP_gold_OA",
        "PP_hybrid_OA",
        "PP_bronze_OA",
        "PP_green_OA",
        "PP_OA_unknown",
        "PA_gender_unknown",
        "PA_M",
        "PA_F",
        "PA_M_MF",
        "PA_F_MF"
      ],
      "rows": 1176,
      "table": true,
      "tojson": true
    },
    {
      "name": "GOVDB2020",
      "title": "Governmental and economic data of countries (2020), where the data frame has 138 observations of 2161 variables.",
      "object": "GOVDB2020",
      "class": [
        "data.frame"
      ],
      "fields": [
        "tottest",
        "g944",
        "g28902",
        "g41841",
        "g27462",
        "g27900",
        "g42615",
        "g28910",
        "g27468",
        "g40204",
        "g28905",
        "g368",
        "g27913",
        "g27923",
        "g364",
        "g366",
        "g367",
        "g27463",
        "g369",
        "g723",
        "g41472",
        "g41619",
        "g632",
        "g724",
        "g32534",
        "g631",
        "g28909",
        "g32416",
        "g665",
        "g666",
        "g28904",
        "g28907",
        "g27933",
        "g41474",
        "g27901",
        "g726",
        "g725",
        "g41578",
        "g41725",
        "g41621",
        "g28911",
        "g27881",
        "g27896",
        "g42554",
        "g27882",
        "g42607",
        "g41555",
        "g41702",
        "g42581",
        "g42562",
        "g42595",
        "g28908",
        "g42587",
        "g32536",
        "g27461",
        "g42574",
        "g42601",
        "g633",
        "g634",
        "g27915",
        "g42580",
        "g42578",
        "g667",
        "g42579",
        "g668",
        "g663",
        "g42576",
        "g664",
        "g42577",
        "g24883",
        "g40727",
        "g41473",
        "g41620",
        "g28811",
        "g27926",
        "g27922",
        "g27921",
        "g27924",
        "g42560",
        "g42561",
        "g27891",
        "g27894",
        "g42559",
        "g42557",
        "g42558",
        "g42556",
        "g40754",
        "g42583",
        "g28813",
        "g42582",
        "g40753",
        "g387",
        "g42569",
        "g40209",
        "g384",
        "g386",
        "g385",
        "g382",
        "g27932",
        "g42568",
        "g27930",
        "g42565",
        "g42566",
        "g27935",
        "g42567",
        "g27936",
        "g27934",
        "g42564",
        "g42570",
        "g42618",
        "g42571",
        "g40789",
        "g40794",
        "g40795",
        "g40793",
        "g40797",
        "g40796",
        "g40798",
        "g40792",
        "g42572",
        "g477",
        "g42605",
        "g461",
        "g40731",
        "g27938",
        "g42614",
        "g42613",
        "g42609",
        "g42611",
        "g42610",
        "g42612",
        "g40807",
        "g40806",
        "g40787",
        "g42619",
        "g42563",
        "g40743",
        "g42594",
        "g40811",
        "g41726",
        "g42602",
        "g41579",
        "g41475",
        "g41622",
        "g41623",
        "g41727",
        "g41329",
        "g41433",
        "g41580",
        "g41476",
        "g41330",
        "g41477",
        "g41624",
        "g41728",
        "g41581",
        "g41434",
        "g41625",
        "g41478",
        "g41435",
        "g41582",
        "g41729",
        "g41583",
        "g41626",
        "g41479",
        "g41332",
        "g41730",
        "g41436",
        "g417",
        "g41480",
        "g41437",
        "g41584",
        "g41627",
        "g27883",
        "g41481",
        "g41628",
        "g41585",
        "g41334",
        "g41438",
        "g41733",
        "g41586",
        "g43040",
        "g41482",
        "g43041",
        "g41629",
        "g41483",
        "g41440",
        "g41587",
        "g41630",
        "g41336",
        "g722",
        "g41734",
        "g721",
        "g41735",
        "g41441",
        "g41337",
        "g41588",
        "g41631",
        "g41484",
        "g41632",
        "g41485",
        "g41442",
        "g41589",
        "g41736",
        "g41338",
        "g27474",
        "g41868",
        "g41339",
        "g41633",
        "g41737",
        "g41590",
        "g41486",
        "g41487",
        "g41634",
        "g41944",
        "g41444",
        "g41591",
        "g41445",
        "g41592",
        "g41488",
        "g41635",
        "g41341",
        "g41886",
        "g42592",
        "g40760",
        "g41740",
        "g42250",
        "g41593",
        "g41637",
        "g41343",
        "g41490",
        "g42084",
        "g41491",
        "g41814",
        "g41344",
        "g41345",
        "g41492",
        "g41346",
        "g41493",
        "g27469",
        "g41347",
        "g27475",
        "g41494",
        "g40816",
        "g41495",
        "g41642",
        "g27467",
        "g41496",
        "g41643",
        "g27470",
        "g40817",
        "g636",
        "g635",
        "g41497",
        "g41644",
        "g40818",
        "g41498",
        "g41645",
        "g40730",
        "g24884",
        "g41351",
        "g40819",
        "g41646",
        "g41352",
        "g41499",
        "g40820",
        "g41647",
        "g41353",
        "g40821",
        "g41500",
        "g41648",
        "g40822",
        "g41501",
        "g41502",
        "g41355",
        "g41649",
        "g40823",
        "g41356",
        "g41503",
        "g41650",
        "g438",
        "g27916",
        "g41651",
        "g41504",
        "g41357",
        "g41794",
        "g700",
        "g42048",
        "g699",
        "g42049",
        "g41884",
        "g24890",
        "g41882",
        "g40729",
        "g41854",
        "g27466",
        "g695",
        "g696",
        "g40979",
        "g40980",
        "g40982",
        "g40983",
        "g40984",
        "g698",
        "g697",
        "g40783",
        "g42617",
        "g437",
        "g40768",
        "g42604",
        "g440",
        "g42596",
        "g40769",
        "g40770",
        "g42597",
        "g42598",
        "g40771",
        "g42599",
        "g40772",
        "g40810",
        "g480",
        "g40786",
        "g42620",
        "g40735",
        "g42555",
        "g27473",
        "g682",
        "g27885",
        "g681",
        "g652",
        "g651",
        "g649",
        "g27464",
        "g650",
        "g27465",
        "g27889",
        "g637",
        "g638",
        "g27902",
        "g27903",
        "g27904",
        "g439",
        "g27880",
        "g27914",
        "g40784",
        "g42621",
        "g42591",
        "g40759",
        "g42590",
        "g42589",
        "g41536",
        "g41683",
        "g40809",
        "g482",
        "g685",
        "g686",
        "g452",
        "g40757",
        "g40985",
        "g40986",
        "g40987",
        "g693",
        "g694",
        "g557",
        "g558",
        "g691",
        "g692",
        "g445",
        "g42057",
        "g41828",
        "g41945",
        "g40728",
        "g24887",
        "g41913",
        "g42593",
        "g40761",
        "g41870",
        "g41879",
        "g41880",
        "g41873",
        "g41872",
        "g40733",
        "g464",
        "g40732",
        "g465",
        "g41871",
        "g41946",
        "g41874",
        "g42008",
        "g41798",
        "g42007",
        "g41876",
        "g41843",
        "g41989",
        "g41869",
        "g41842",
        "g42006",
        "g41877",
        "g441",
        "g41957",
        "g41878",
        "g41866",
        "g41980",
        "g42171",
        "g42345",
        "g42346",
        "g40742",
        "g421",
        "g24840",
        "g40767",
        "g420",
        "g40741",
        "g41716",
        "g41569",
        "g645",
        "g646",
        "g519",
        "g520",
        "g472",
        "g40747",
        "g27897",
        "g42606",
        "g456",
        "g457",
        "g41324",
        "g470",
        "g40744",
        "g40746",
        "g40740",
        "g419",
        "g42603",
        "g479",
        "g642",
        "g41741",
        "g41594",
        "g641",
        "g446",
        "g647",
        "g648",
        "g447",
        "g507",
        "g508",
        "g720",
        "g719",
        "g42600",
        "g423",
        "g433",
        "g40788",
        "g42623",
        "g518",
        "g517",
        "g435",
        "g40766",
        "g468",
        "g28833",
        "g42585",
        "g42622",
        "g40790",
        "g40943",
        "g40944",
        "g40945",
        "g688",
        "g687",
        "g40946",
        "g40947",
        "g40948",
        "g40745",
        "g42575",
        "g451",
        "g40756",
        "g40949",
        "g40749",
        "g40950",
        "g40951",
        "g40952",
        "g40953",
        "g466",
        "g40954",
        "g40734",
        "g474",
        "g42087",
        "g42089",
        "g42026",
        "g42025",
        "g42056",
        "g42054",
        "g40785",
        "g42616",
        "g42024",
        "g41860",
        "g41896",
        "g41981",
        "g41875",
        "g41825",
        "g27918",
        "g32417",
        "g41679",
        "g41532",
        "g372",
        "g374",
        "g40208",
        "g370",
        "g373",
        "g375",
        "g601",
        "g602",
        "g644",
        "g643",
        "g27615",
        "g538",
        "g537",
        "g27600",
        "g561",
        "g562",
        "g733",
        "g734",
        "g594",
        "g593",
        "g27598",
        "g41004",
        "g27603",
        "g27614",
        "g41005",
        "g41006",
        "g615",
        "g616",
        "g41007",
        "g41008",
        "g27611",
        "g41009",
        "g27610",
        "g41010",
        "g548",
        "g547",
        "g41011",
        "g41751",
        "g584",
        "g583",
        "g41604",
        "g41012",
        "g378",
        "g41673",
        "g379",
        "g381",
        "g380",
        "g376",
        "g40206",
        "g595",
        "g596",
        "g41526",
        "g41013",
        "g559",
        "g560",
        "g535",
        "g536",
        "g568",
        "g567",
        "g563",
        "g564",
        "g41019",
        "g27619",
        "g600",
        "g41020",
        "g599",
        "g41021",
        "g550",
        "g549",
        "g41022",
        "g674",
        "g27593",
        "g673",
        "g586",
        "g585",
        "g604",
        "g603",
        "g27599",
        "g27592",
        "g41857",
        "g541",
        "g542",
        "g626",
        "g625",
        "g606",
        "g605",
        "g565",
        "g566",
        "g732",
        "g731",
        "g675",
        "g611",
        "g676",
        "g546",
        "g545",
        "g569",
        "g570",
        "g729",
        "g730",
        "g27595",
        "g27609",
        "g608",
        "g607",
        "g41685",
        "g41538",
        "g27612",
        "g581",
        "g678",
        "g582",
        "g677",
        "g27618",
        "g571",
        "g572",
        "g552",
        "g551",
        "g27605",
        "g41652",
        "g41505",
        "g728",
        "g727",
        "g27606",
        "g27594",
        "g679",
        "g742",
        "g741",
        "g680",
        "g683",
        "g684",
        "g590",
        "g589",
        "g745",
        "g746",
        "g27602",
        "g580",
        "g579",
        "g27607",
        "g619",
        "g620",
        "g621",
        "g622",
        "g610",
        "g609",
        "g543",
        "g544",
        "g623",
        "g624",
        "g27604",
        "g718",
        "g717",
        "g27601",
        "g27617",
        "g27608",
        "g27596",
        "g592",
        "g591",
        "g27597",
        "g41320",
        "g41321",
        "g41322",
        "g41323",
        "g41985",
        "g41986",
        "g42031",
        "g27919",
        "g40207",
        "g398",
        "g396",
        "g397",
        "g394",
        "g399",
        "g40205",
        "g392",
        "g390",
        "g393",
        "g388",
        "g391",
        "g669",
        "g670",
        "g41703",
        "g41556",
        "g41410",
        "g41704",
        "g41557",
        "g41411",
        "g41705",
        "g41558",
        "g41412",
        "g41706",
        "g41559",
        "g41413",
        "g41560",
        "g41414",
        "g41561",
        "g41415",
        "g41562",
        "g41710",
        "g43047",
        "g43046",
        "g41563",
        "g41564",
        "g41711",
        "g41417",
        "g41418",
        "g41565",
        "g41712",
        "g41566",
        "g41419",
        "g41713",
        "g41420",
        "g43049",
        "g43050",
        "g41714",
        "g43048",
        "g41567",
        "g41715",
        "g42573",
        "g40828",
        "g40829",
        "g40835",
        "g40836",
        "g40837",
        "g40838",
        "g40839",
        "g40841",
        "g40842",
        "g27031",
        "g41796",
        "g41797",
        "g41952",
        "g41951",
        "g41895",
        "g41953",
        "g41958",
        "g41885",
        "g41956",
        "g41064",
        "g41883",
        "g41065",
        "g41066",
        "g41067",
        "g41940",
        "g41982",
        "g41068",
        "g41844",
        "g41069",
        "g41070",
        "g41845",
        "g41071",
        "g41955",
        "g41072",
        "g41855",
        "g41073",
        "g41074",
        "g41075",
        "g41076",
        "g41077",
        "g41078",
        "g41079",
        "g41080",
        "g41081",
        "g41082",
        "g41083",
        "g41084",
        "g41086",
        "g41087",
        "g41088",
        "g41089",
        "g41537",
        "g41390",
        "g41570",
        "g41717",
        "g41571",
        "g41718",
        "g41424",
        "g41572",
        "g41719",
        "g41425",
        "g41573",
        "g41426",
        "g41720",
        "g41427",
        "g41574",
        "g41721",
        "g41575",
        "g43065",
        "g43064",
        "g41722",
        "g41723",
        "g41429",
        "g41576",
        "g41577",
        "g41430",
        "g41724",
        "g41979",
        "g41595",
        "g41742",
        "g43062",
        "g43061",
        "g41449",
        "g41743",
        "g41596",
        "g41744",
        "g41450",
        "g41597",
        "g41451",
        "g41598",
        "g41745",
        "g41599",
        "g41452",
        "g41746",
        "g41747",
        "g41600",
        "g41601",
        "g41454",
        "g41748",
        "g41455",
        "g41749",
        "g41602",
        "g41750",
        "g41603",
        "g41456",
        "g41258",
        "g41259",
        "g41260",
        "g41261",
        "g41262",
        "g41263",
        "g41264",
        "g41265",
        "g41266",
        "g41267",
        "g41268",
        "g41269",
        "g41270",
        "g41271",
        "g41272",
        "g41273",
        "g41274",
        "g41275",
        "g41276",
        "g41277",
        "g41278",
        "g41279",
        "g41280",
        "g41281",
        "g41282",
        "g41283",
        "g41284",
        "g41285",
        "g41286",
        "g41287",
        "g41288",
        "g41289",
        "g41290",
        "g41291",
        "g41292",
        "g40758",
        "g41293",
        "g41294",
        "g41295",
        "g41296",
        "g41297",
        "g41298",
        "g41299",
        "g41300",
        "g41301",
        "g41305",
        "g41306",
        "g41386",
        "g41680",
        "g41533",
        "g41387",
        "g41534",
        "g41535",
        "g41682",
        "g41752",
        "g41605",
        "g41606",
        "g41674",
        "g41527",
        "g41459",
        "g41380",
        "g41753",
        "g41381",
        "g41754",
        "g41460",
        "g41528",
        "g41607",
        "g41529",
        "g41755",
        "g41461",
        "g41382",
        "g41676",
        "g41608",
        "g41383",
        "g41530",
        "g43057",
        "g43058",
        "g41678",
        "g41531",
        "g43055",
        "g43054",
        "g41611",
        "g41464",
        "g41759",
        "g41612",
        "g41613",
        "g41760",
        "g41466",
        "g41614",
        "g41467",
        "g41761",
        "g41762",
        "g41468",
        "g41615",
        "g41763",
        "g41616",
        "g41469",
        "g41764",
        "g41617",
        "g41765",
        "g41471",
        "g41618",
        "g41539",
        "g41686",
        "g41687",
        "g41540",
        "g41393",
        "g41688",
        "g41541",
        "g41542",
        "g41689",
        "g41395",
        "g41543",
        "g41396",
        "g41690",
        "g41691",
        "g41397",
        "g41544",
        "g41398",
        "g41545",
        "g41399",
        "g41506",
        "g41653",
        "g41546",
        "g41694",
        "g41400",
        "g41507",
        "g41654",
        "g41547",
        "g41401",
        "g41508",
        "g41361",
        "g41695",
        "g41548",
        "g41696",
        "g41362",
        "g41656",
        "g41509",
        "g41549",
        "g41311",
        "g41697",
        "g41550",
        "g41403",
        "g41698",
        "g41551",
        "g41512",
        "g41405",
        "g41552",
        "g41699",
        "g41659",
        "g41365",
        "g41660",
        "g41553",
        "g41513",
        "g41406",
        "g41700",
        "g41661",
        "g41701",
        "g41367",
        "g41554",
        "g41514",
        "g41368",
        "g41515",
        "g41662",
        "g41518",
        "g41665",
        "g41371",
        "g41519",
        "g41666",
        "g41520",
        "g41667",
        "g41312",
        "g41374",
        "g41521",
        "g41668",
        "g41375",
        "g41522",
        "g41669",
        "g41670",
        "g41523",
        "g41671",
        "g41377",
        "g41524",
        "g41525",
        "g41378",
        "g41672",
        "g41313",
        "g41314",
        "g41315",
        "g41316",
        "g41943",
        "g41950",
        "g40007",
        "g40009",
        "g40012",
        "g42586",
        "g40018",
        "g42341",
        "g42342",
        "g42343",
        "g42344",
        "g42347",
        "g42348",
        "g42349",
        "g42350",
        "g42351",
        "g42352",
        "g42353",
        "g42354",
        "g42355",
        "g42356",
        "g42357",
        "g42358",
        "g42359",
        "g42360",
        "g42361",
        "g42362",
        "g42363",
        "g42364",
        "g42365",
        "g42366",
        "g42367",
        "g42368",
        "g42369",
        "g42370",
        "g42371",
        "g42372",
        "g42373",
        "g42374",
        "g42375",
        "g42376",
        "g42377",
        "g42378",
        "g40873",
        "g40874",
        "g41932",
        "g41795",
        "g41826",
        "g42090",
        "g41925",
        "g41920",
        "g41930",
        "g41927",
        "g42019",
        "g42088",
        "g41799",
        "g41933",
        "g42033",
        "g41938",
        "g41988",
        "g41922",
        "g41921",
        "g41918",
        "g41929",
        "g41859",
        "g41919",
        "g42055",
        "g41931",
        "g41926",
        "g41924",
        "g41923",
        "g41928",
        "g41915",
        "g41914",
        "g41917",
        "g41916",
        "g41949",
        "g41977",
        "g41954",
        "g41978",
        "g41983",
        "g41867",
        "g41939",
        "g41987",
        "g42032",
        "g41984",
        "g41827",
        "g41865",
        "g41858",
        "g41881",
        "g41856",
        "t3385",
        "t3386",
        "t1026",
        "t2013",
        "t529",
        "t940",
        "t1841",
        "t1541",
        "t915",
        "t42553",
        "t24692",
        "t24695",
        "t1035",
        "t24691",
        "t2015",
        "t24693",
        "t906",
        "t972",
        "t24694",
        "t916",
        "t24696",
        "t1560",
        "t910",
        "t3294",
        "t1750",
        "t1283",
        "t1906",
        "t1754",
        "t24690",
        "t1888",
        "t976",
        "t24689",
        "t24688",
        "t2373",
        "t1540",
        "t3275",
        "t945",
        "t1732",
        "t2019",
        "t1093",
        "t3497",
        "t970",
        "t1126",
        "t1110",
        "t810",
        "t905",
        "t1096",
        "t743",
        "t1802",
        "t977",
        "t1886",
        "t744",
        "t43034",
        "t3498",
        "t1558",
        "t836",
        "t3474",
        "t1021",
        "t837",
        "t1127",
        "t3473",
        "t989",
        "t971",
        "t1739",
        "t1111",
        "t3276",
        "t1909",
        "t1961",
        "t3439",
        "t1034",
        "t760",
        "t3440",
        "t778",
        "t1094",
        "t1887",
        "t355",
        "t2779",
        "t3284",
        "t1542",
        "t363",
        "t984",
        "t578",
        "t577",
        "t1912",
        "t3475",
        "t1045",
        "t3476",
        "t3479",
        "t2813",
        "t576",
        "t1517",
        "t839",
        "t2815",
        "t575",
        "t1915",
        "t3480",
        "t2810",
        "t2816",
        "t1117",
        "t357",
        "t2783",
        "t2812",
        "t1511",
        "t2811",
        "t2710",
        "t640",
        "t2709",
        "t3481",
        "t2712",
        "t3482",
        "t639",
        "t2711",
        "t2817",
        "t2818",
        "t2821",
        "t2820",
        "t3285",
        "t3483",
        "t2777",
        "t354",
        "t24642",
        "t24638",
        "t24637",
        "t2823",
        "t24641",
        "t2063",
        "t24639",
        "t3484",
        "t24640",
        "t2819",
        "t24678",
        "t2717",
        "t24680",
        "t2719",
        "t2716",
        "t24676",
        "t24679",
        "t3286",
        "t3488",
        "t2718",
        "t2064",
        "t24681",
        "t1858",
        "t24677",
        "t3487",
        "t3277",
        "t3490",
        "t3489",
        "t1859",
        "t3491",
        "t3492",
        "t3278",
        "t24699",
        "t24702",
        "t24697",
        "t3496",
        "t24700",
        "t3495",
        "t24698",
        "t3279",
        "t24701",
        "t3287",
        "t3470",
        "t3469",
        "t3280",
        "t1742",
        "t3288",
        "t3376",
        "t3375",
        "t3281",
        "t3394",
        "t3393",
        "t3289",
        "t3434",
        "t3433",
        "t3404",
        "t3403",
        "t3282",
        "t3424",
        "t3283",
        "t3423",
        "t3500",
        "t3499",
        "t24650",
        "t24648",
        "t24649",
        "t24646",
        "t24647",
        "t3417",
        "t24651",
        "t3418",
        "t24644",
        "t3395",
        "t24643",
        "t3396",
        "t24645",
        "t1561",
        "t1816",
        "t524",
        "t1795",
        "t1532",
        "t939",
        "t960",
        "t523",
        "t909",
        "t917",
        "t901",
        "t3472",
        "t2067",
        "t3471",
        "t1840",
        "t3002",
        "t716",
        "t2322",
        "t1524",
        "t1733",
        "t1260",
        "t2011",
        "t362",
        "t1889",
        "t715",
        "t2804",
        "t1177",
        "t1559",
        "t1998",
        "t808",
        "t3003",
        "t2576",
        "t359",
        "t921",
        "t2787",
        "t920",
        "t997",
        "t961",
        "t2801",
        "t988",
        "t1829",
        "t1261",
        "t3421",
        "t516",
        "t3092",
        "t946",
        "t3005",
        "t515",
        "t1564",
        "t3422",
        "t521",
        "t819",
        "t1817",
        "t1525",
        "t347",
        "t3004",
        "t902",
        "t2012",
        "t522",
        "t809",
        "t1837",
        "t1734",
        "t2003",
        "t2323",
        "t1796",
        "t947",
        "t2017",
        "t2004",
        "t1546",
        "t3016",
        "t1830",
        "t1620",
        "t3384",
        "t3018",
        "t1838",
        "t2999",
        "t965",
        "t3383",
        "t1748",
        "t1797",
        "t1304",
        "t3017",
        "t2998",
        "t2321",
        "t781",
        "t1120",
        "t1027",
        "t1747",
        "t1621",
        "t1825",
        "t3478",
        "t3477",
        "t689",
        "t43025",
        "t3001",
        "t1248",
        "t3000",
        "t2006",
        "t2018",
        "t1570",
        "t1798",
        "t690",
        "t1839",
        "t2010",
        "t3445",
        "t43033",
        "t1249",
        "t2736",
        "t2009",
        "t3446",
        "t1834",
        "t2574",
        "t1799",
        "t2738",
        "t966",
        "t948",
        "t1023",
        "t1135",
        "t1826",
        "t3022",
        "t2739",
        "t2740",
        "t2571",
        "t2737",
        "t3024",
        "t1124",
        "t3023",
        "t3273",
        "t2741",
        "t2742",
        "t804",
        "t2881",
        "t528",
        "t967",
        "t1125",
        "t2883",
        "t534",
        "t527",
        "t2939",
        "t949",
        "t24670",
        "t2744",
        "t1800",
        "t1744",
        "t2880",
        "t24671",
        "t24672",
        "t2882",
        "t24675",
        "t2745",
        "t24674",
        "t3486",
        "t1835",
        "t24673",
        "t2938",
        "t1827",
        "t3485",
        "t533",
        "t3274",
        "t1828",
        "t2370",
        "t3052",
        "t3027",
        "t2874",
        "t3055",
        "t1846",
        "t3051",
        "t912",
        "t3028",
        "t956",
        "t2932",
        "t3054",
        "t706",
        "t705",
        "t3025",
        "t2873",
        "t2933",
        "t2875",
        "t3026",
        "t2872",
        "t3067",
        "t3060",
        "t3031",
        "t3070",
        "t3062",
        "t3030",
        "t3032",
        "t525",
        "t2848",
        "t671",
        "t2878",
        "t3493",
        "t1843",
        "t968",
        "t3494",
        "t3068",
        "t526",
        "t2879",
        "t3029",
        "t672",
        "t3089",
        "t3065",
        "t3072",
        "t2876",
        "t3066",
        "t3064",
        "t3061",
        "t3071",
        "t3063",
        "t3059",
        "t3058",
        "t3069",
        "t2877",
        "t2849",
        "t2583",
        "t969",
        "t1745",
        "t1844",
        "t3086",
        "t3084",
        "t3366",
        "t3073",
        "t3085",
        "t3074",
        "t3008",
        "t3082",
        "t3077",
        "t3080",
        "t3083",
        "t3081",
        "t3076",
        "t3075",
        "t3087",
        "t3079",
        "t3078",
        "t3365",
        "t3090",
        "t2852",
        "t3373",
        "t1845",
        "t3374",
        "t2291",
        "t1746",
        "t2374",
        "t2292",
        "t2584",
        "t3043",
        "t3042",
        "t3372",
        "t3371",
        "t2854",
        "t2843",
        "t2855",
        "t2587",
        "t1899",
        "t2842",
        "t3041",
        "t3045",
        "t2585",
        "t3402",
        "t714",
        "t1900",
        "t3046",
        "t24707",
        "t713",
        "t3044",
        "t3401",
        "t3447",
        "t24666",
        "t2918",
        "t2847",
        "t24669",
        "t556",
        "t2858",
        "t3009",
        "t24668",
        "t555",
        "t24665",
        "t24664",
        "t1901",
        "t3448",
        "t2859",
        "t1531",
        "t24667",
        "t1931",
        "t2919",
        "t2846",
        "t24652",
        "t2910",
        "t3438",
        "t1022",
        "t24657",
        "t24653",
        "t3437",
        "t1902",
        "t24654",
        "t24656",
        "t2586",
        "t2911",
        "t1932",
        "t24655",
        "t1535",
        "t24662",
        "t2295",
        "t2926",
        "t3411",
        "t1028",
        "t1903",
        "t24663",
        "t3412",
        "t740",
        "t24658",
        "t739",
        "t24661",
        "t24660",
        "t2927",
        "t1128",
        "t3010",
        "t2296",
        "t24659",
        "t911",
        "t1904",
        "t2923",
        "t3400",
        "t3399",
        "t1129",
        "t24687",
        "t3454",
        "t3453",
        "t24682",
        "t1907",
        "t24685",
        "t24684",
        "t2914",
        "t1933",
        "t24683",
        "t24686",
        "t1908",
        "t2917",
        "t3451",
        "t1934",
        "t3452",
        "t3429",
        "t1130",
        "t3430",
        "t1910",
        "t43026",
        "t2909",
        "t1911",
        "t3427",
        "t1131",
        "t2925",
        "t3428",
        "t3458",
        "t554",
        "t2920",
        "t2921",
        "t553",
        "t1804",
        "t3457",
        "t1913",
        "t3467",
        "t3292",
        "t2913",
        "t1805",
        "t2912",
        "t3293",
        "t3468",
        "t1914",
        "t2928",
        "t3443",
        "t2929",
        "t3444",
        "t1806",
        "t1916",
        "t3463",
        "t1917",
        "t3464",
        "t1807",
        "t3455",
        "t1832",
        "t3456",
        "t2368",
        "t3460",
        "t3459",
        "t1833",
        "t3450",
        "t3449",
        "t3426",
        "t3425",
        "t3406",
        "t3405",
        "t2369",
        "t3414",
        "t3413",
        "t2758",
        "t3465",
        "t3466",
        "t2371",
        "t3369",
        "t2759",
        "t3370",
        "t3462",
        "t2372",
        "t3461",
        "t3367",
        "t3368",
        "t3382",
        "t24718",
        "t3381",
        "t24717",
        "t3390",
        "t3389",
        "t3380",
        "t3379",
        "t3391",
        "t3392",
        "t3441",
        "t3442",
        "t3409",
        "t3410",
        "t3416",
        "t3415",
        "t3397",
        "t3398",
        "t3420",
        "t3419",
        "t3407",
        "t3408",
        "t3387",
        "t3388",
        "t3436",
        "t3435",
        "t24889",
        "t40726",
        "t24886",
        "t40725",
        "t999",
        "t345",
        "t1520",
        "t2577",
        "t1036",
        "t904",
        "t1862",
        "t754",
        "t1518",
        "t346",
        "t815",
        "t890",
        "t898",
        "t1966",
        "t360",
        "t1097",
        "t1860",
        "t922",
        "t1005",
        "t759",
        "t2000",
        "t899",
        "t1939",
        "t2073",
        "t844",
        "t1029",
        "t2001",
        "t1861",
        "t752",
        "t1891",
        "t979",
        "t751",
        "t983",
        "t1871",
        "t1892",
        "t1033",
        "t982",
        "t753",
        "t1040",
        "t1872",
        "t1044",
        "t748",
        "t749",
        "t1863",
        "t995",
        "t747",
        "t996",
        "t1112",
        "t758",
        "t628",
        "t1864",
        "t627",
        "t1000",
        "t1865",
        "t755",
        "t1116",
        "t1001",
        "t756",
        "t1866",
        "t509",
        "t510",
        "t1867",
        "t750",
        "t28607",
        "t28108",
        "t757",
        "t1868",
        "t1869",
        "t28107",
        "t28605",
        "t1870",
        "t43032",
        "t512",
        "t511",
        "t1875",
        "t28608",
        "t28606",
        "t735",
        "t736",
        "t1873",
        "t1874",
        "t27962",
        "t27959",
        "t1884",
        "t28116",
        "t1885",
        "t28117",
        "t1876",
        "t28118",
        "t1877",
        "t1878",
        "t1879",
        "t28119",
        "t1880",
        "t28120",
        "t1881",
        "t28123",
        "t737",
        "t738",
        "t1882",
        "t1883",
        "t703",
        "t28124",
        "t704",
        "t28121",
        "t712",
        "t28122",
        "t711",
        "t710",
        "t709",
        "t43030",
        "t27961",
        "t27960",
        "t28132",
        "t28133",
        "t28134",
        "t660",
        "t43036",
        "t659",
        "t43037",
        "t28141",
        "t43035",
        "t28158",
        "t28159",
        "t702",
        "t701",
        "t28161",
        "t28160",
        "t28163",
        "t28162",
        "t43031",
        "t28609",
        "t618",
        "t617",
        "t708",
        "t43027",
        "t707",
        "t28582",
        "t28577",
        "t28576",
        "t28575",
        "t28583",
        "t40341",
        "t40087",
        "t28584",
        "t40342",
        "t40340",
        "t40376",
        "t40380",
        "t40384",
        "t40396",
        "t40406",
        "t40409",
        "t40454",
        "t40508",
        "t40513",
        "t40540",
        "t40562",
        "t40577",
        "t40586",
        "t28106",
        "t28105",
        "t28112",
        "t28113",
        "t28150",
        "t28152",
        "t28151",
        "t28156",
        "t28115",
        "t40668",
        "t40694",
        "t40698",
        "t40703",
        "t40704",
        "t40702",
        "t40027",
        "t40029",
        "t40270",
        "t40274",
        "t40283",
        "t40286",
        "t40356",
        "t40355",
        "t40354",
        "t40433",
        "t40432",
        "t40434",
        "t40447",
        "t40446",
        "t40450",
        "t40459",
        "t40460",
        "t40458",
        "t40512",
        "t40514",
        "t40518",
        "t40517",
        "t40519",
        "t40535",
        "t40537",
        "t40536",
        "t40539",
        "t40538",
        "t40554",
        "t40555",
        "t40556",
        "t40593",
        "t40600",
        "t40599",
        "t40598",
        "t40616",
        "t40617",
        "t40618",
        "t40619",
        "t40620",
        "t40621",
        "t40633",
        "t40632",
        "t40634",
        "t40635",
        "t40637",
        "t40636",
        "t40486",
        "t40485",
        "t40484",
        "t40532",
        "t40534",
        "t40533",
        "t40662",
        "t40661",
        "t40715",
        "t40716",
        "t40720",
        "t40719",
        "t40723",
        "t40724",
        "t40309",
        "t40312",
        "t40310",
        "t40311",
        "t40339",
        "t40413",
        "t40502",
        "t40531",
        "t40574",
        "t40582",
        "t40612",
        "t40628",
        "t40649",
        "t40651",
        "t40650",
        "t40690",
        "t40700",
        "t40712",
        "t40711",
        "t40261",
        "t40262",
        "t40263",
        "t40264",
        "t40269",
        "t40273",
        "t40279",
        "t40280",
        "t40282",
        "t40288",
        "t40285",
        "t40291",
        "t40290",
        "t40289",
        "t40292",
        "t40293",
        "t40295",
        "t40296",
        "t40294",
        "t40299",
        "t40297",
        "t40298",
        "t40302",
        "t40300",
        "t40301",
        "t40304",
        "t40303",
        "t40305",
        "t40306",
        "t40307",
        "t40308",
        "t40319",
        "t40320",
        "t40321",
        "t40326",
        "t40327",
        "t40328",
        "t40329",
        "t40330",
        "t40331",
        "t40332",
        "t40333",
        "t40336",
        "t40334",
        "t40335",
        "t40337",
        "t40338",
        "t40346",
        "t40347",
        "t40348",
        "t40350",
        "t40349",
        "t40353",
        "t40351",
        "t40352",
        "t40367",
        "t40366",
        "t40369",
        "t40368",
        "t40372",
        "t40371",
        "t40375",
        "t40379",
        "t40383",
        "t40387",
        "t40386",
        "t40389",
        "t40390",
        "t40388",
        "t40395",
        "t40399",
        "t40400",
        "t40402",
        "t40403",
        "t40405",
        "t40404",
        "t40408",
        "t40412",
        "t40411",
        "t40415",
        "t40414",
        "t40417",
        "t40416",
        "t40419",
        "t40418",
        "t40420",
        "t40422",
        "t40421",
        "t40423",
        "t40424",
        "t40428",
        "t40427",
        "t40430",
        "t40431",
        "t40429",
        "t40435",
        "t40438",
        "t40444",
        "t40445",
        "t40448",
        "t40449",
        "t40452",
        "t40451",
        "t40461",
        "t40462",
        "t40464",
        "t40463",
        "t40467",
        "t40466",
        "t40465",
        "t40468",
        "t40469",
        "t40470",
        "t40493",
        "t40494",
        "t40497",
        "t40498",
        "t40496",
        "t40500",
        "t40501",
        "t40506",
        "t40507",
        "t40510",
        "t40509",
        "t40515",
        "t40516",
        "t40530",
        "t40529",
        "t40544",
        "t40545",
        "t40546",
        "t40547",
        "t40573",
        "t40572",
        "t40578",
        "t40576",
        "t40580",
        "t40579",
        "t40583",
        "t40581",
        "t40585",
        "t40584",
        "t40587",
        "t40588",
        "t40589",
        "t40592",
        "t40591",
        "t40590",
        "t40597",
        "t40596",
        "t40610",
        "t40611",
        "t40623",
        "t40622",
        "t40624",
        "t40625",
        "t40645",
        "t40647",
        "t40646",
        "t40655",
        "t40656",
        "t40667",
        "t40669",
        "t40682",
        "t40689",
        "t40688",
        "t40691",
        "t40692",
        "t40695",
        "t40693",
        "t40697",
        "t40696",
        "t40701",
        "t40699"
      ],
      "rows": 138,
      "table": true,
      "tojson": true
    },
    {
      "name": "I40_2020",
      "title": "NUTS2 regional development data (2020) of I4.0 readiness, where the data frame has 414 observations of 101 variables.",
      "object": "I40_2020",
      "class": [
        "data.frame"
      ],
      "fields": [
        "demo_r_d2jan_UNIT_NR__SEX_T__AGE_TOTAL",
        "edat_lfse_04_SEX_T__ISCED11_ED0.2__AGE_Y25.64__UNIT_PC",
        "edat_lfse_04_SEX_T__ISCED11_ED3.8__AGE_Y25.64__UNIT_PC",
        "edat_lfse_04_SEX_T__ISCED11_ED3_4__AGE_Y25.64__UNIT_PC",
        "edat_lfse_04_SEX_T__ISCED11_ED5.8__AGE_Y25.64__UNIT_PC",
        "edat_lfse_12_SEX_T__ISCED11_ED3.8__AGE_Y30.34__UNIT_PC",
        "edat_lfse_12_SEX_T__ISCED11_ED3_4__AGE_Y30.34__UNIT_PC",
        "edat_lfse_12_SEX_T__ISCED11_ED5.8__AGE_Y30.34__UNIT_PC",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_TOTAL__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.2__DURATION_Y_LE5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_TOTAL__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED0.4__DURATION_Y_LE5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_TOTAL__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3.8__DURATION_Y_LE5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_TOTAL__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED3_4__DURATION_Y_LE5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED5.8__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED5.8__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED5.8__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED5.8__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_ED5.8__DURATION_Y_LE5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_TOTAL__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_Y1.3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_Y_GT3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_Y_GT5__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_Y_LE3__AGE_Y15.34",
        "edat_lfse_33_UNIT_PC__SEX_T__ISCED11_TOTAL__DURATION_Y_LE5__AGE_Y15.34",
        "ERASMUS_FROM_COUNT",
        "ERASMUS_TO_COUNT",
        "Graduates_at_ISCED_6_._Natural_sciences_mathematics_and_statistics",
        "Graduates_at_ISCED_6_._Information_and_Communication_Technologies",
        "Graduates_at_ISCED_6_._Engineering_manufacturing_and_construction",
        "hrst_st_rcat_CATEGORY_HRSTC__UNIT_PC_POP",
        "hrst_st_rcat_CATEGORY_HRSTC__UNIT_THS",
        "hrst_st_rcat_CATEGORY_HRSTE__UNIT_PC_POP",
        "hrst_st_rcat_CATEGORY_HRSTE__UNIT_THS",
        "hrst_st_rcat_CATEGORY_HRSTO__UNIT_PC_POP",
        "hrst_st_rcat_CATEGORY_HRSTO__UNIT_THS",
        "hrst_st_rcat_CATEGORY_HRST__UNIT_PC_POP",
        "hrst_st_rcat_CATEGORY_HRST__UNIT_THS",
        "hrst_st_rcat_CATEGORY_SE__UNIT_PC_POP",
        "hrst_st_rcat_CATEGORY_SE__UNIT_THS",
        "htec_emp_reg2_NACE_R2_C_HTC_MH__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_C_HTC__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_C_LTC_M__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_HTC__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_KIS_HTC__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_KIS__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_M__UNIT_PC_EMP__SEX_T",
        "htec_emp_reg2_NACE_R2_P__UNIT_PC_EMP__SEX_T",
        "I40Papers",
        "I40_patent_count",
        "rd_e_gerdreg_SECTPERF_BES__UNIT_PC_GDP",
        "rd_e_gerdreg_SECTPERF_GOV__UNIT_PC_GDP",
        "rd_e_gerdreg_SECTPERF_HES__UNIT_PC_GDP",
        "rd_e_gerdreg_SECTPERF_PNP__UNIT_PC_GDP",
        "rd_e_gerdreg_SECTPERF_TOTAL__UNIT_PC_GDP",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_BES__UNIT_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_BES__UNIT_HC",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_BES__UNIT_PC_EMP_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_GOV__UNIT_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_GOV__UNIT_HC",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_GOV__UNIT_PC_EMP_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_HES__UNIT_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_HES__UNIT_HC",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_HES__UNIT_PC_EMP_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_PNP__UNIT_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_PNP__UNIT_HC",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_PNP__UNIT_PC_EMP_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_TOTAL__UNIT_FTE",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_TOTAL__UNIT_HC",
        "rd_p_persreg_PROF_POS_TOTAL__SEX_T__SECTPERF_TOTAL__UNIT_PC_EMP_HC",
        "GRID_COUNT",
        "GDELT_TONE_COMPETITIVE_INDUSTRIES",
        "GDELT_TONE_EDUCATION_SKILLS_DEVELOPMENT_AND_LABOR_MARKET",
        "GDELT_TONE_EMPLOYABILITY_SKILLS_AND_JOBS",
        "GDELT_TONE_INDUSTRY_POLICY",
        "GDELT_TONE_JOBS",
        "GDELT_TONE_MANUFACTURING",
        "GDELT_COUNT_COMPETITIVE_INDUSTRIES",
        "GDELT_COUNT_EDUCATION_SKILLS_DEVELOPMENT_AND_LABOR_MARKET",
        "GDELT_COUNT_EMPLOYABILITY_SKILLS_AND_JOBS",
        "GDELT_COUNT_INDUSTRY_POLICY",
        "GDELT_COUNT_JOBS",
        "GDELT_COUNT_MANUFACTURING"
      ],
      "rows": 414,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "nda",
      "title": "Package of Generalized Network-based Dimensionality Reduction and Analyses",
      "topics": [
        "nda-package",
        "nda"
      ]
    },
    {
      "page": "biplot.nda",
      "title": "Biplot function for Generalized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "topics": [
        "biplot.nda"
      ]
    },
    {
      "page": "COVID19_2020",
      "title": "Covid'19 case datesets of countries (2020), where the data frame has 138 observations of 18 variables.",
      "topics": [
        "COVID19_2020"
      ]
    },
    {
      "page": "CrimesUSA1990.X",
      "title": "Crimes in USA cities in 1990. Independent variables (X)",
      "topics": [
        "CrimesUSA1990.X"
      ]
    },
    {
      "page": "CrimesUSA1990.Y",
      "title": "Crimes in USA cities in 1990. Dependent variable (Y)",
      "topics": [
        "CrimesUSA1990.Y"
      ]
    },
    {
      "page": "CWTS_2020",
      "title": "CWTS Leiden's University Ranking 2020 for all scientific fields, within the period of 2016-2019. 1176 observations (i.e., universities), and 42 variables (i.e., indicators).",
      "topics": [
        "CWTS_2020"
      ]
    },
    {
      "page": "data_gen",
      "title": "Generate random block matrix for GNDA",
      "concept": [
        "random block matrix"
      ],
      "topics": [
        "data_gen"
      ]
    },
    {
      "page": "dCor",
      "title": "Calculating distance correlation of two vectors or columns of a matrix",
      "concept": [
        "correlation matrix",
        "distance correlation"
      ],
      "topics": [
        "dCor"
      ]
    },
    {
      "page": "dCov",
      "title": "Calculating distance covariance of two vectors or columns of a matrix",
      "concept": [
        "correlation matrix",
        "distance correlation"
      ],
      "topics": [
        "dCov"
      ]
    },
    {
      "page": "fitted.ndrlm",
      "title": "Calculation of fitted values of Generalized Network-based Dimensionality Reduction and Linear Regression Model (NDRLM)",
      "topics": [
        "fitted.ndrlm"
      ]
    },
    {
      "page": "fs.dmred",
      "title": "Feature selection for PCA, FA, and (G)NDA",
      "concept": [
        "dimensionality",
        "reduction"
      ],
      "topics": [
        "fs.dimred"
      ]
    },
    {
      "page": "fs.KMO",
      "title": "Feature selection for KMO",
      "concept": [
        "dimensionality",
        "reduction"
      ],
      "topics": [
        "fs.KMO"
      ]
    },
    {
      "page": "GOVDB2020",
      "title": "Governmental and economic data of countries (2020), where the data frame has 138 observations of 2161 variables.",
      "topics": [
        "GOVDB2020"
      ]
    },
    {
      "page": "I40_2020",
      "title": "NUTS2 regional development data (2020) of I4.0 readiness, where the data frame has 414 observations of 101 variables.",
      "topics": [
        "I40_2020"
      ]
    },
    {
      "page": "ndr",
      "title": "Genearlized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "concept": [
        "dimensionality",
        "reduction"
      ],
      "topics": [
        "ndr"
      ]
    },
    {
      "page": "ndrlm",
      "title": "Genearlized Network-based Dimensionality Reduction and Regression (GNDR)",
      "concept": [
        "dimensionality",
        "reduction"
      ],
      "topics": [
        "ndrlm"
      ]
    },
    {
      "page": "normalize",
      "title": "Min-max normalization",
      "topics": [
        "normalize"
      ]
    },
    {
      "page": "pdCor",
      "title": "Calculating partial distance correlation of columns of a matrix",
      "concept": [
        "correlation matrix",
        "distance correlation"
      ],
      "topics": [
        "pdCor"
      ]
    },
    {
      "page": "plot.nda",
      "title": "Plot function for Generalized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "topics": [
        "plot.nda"
      ]
    },
    {
      "page": "plot.ndrlm",
      "title": "Plot function for Generalized Network-based Dimensionality Reduction and Regression (GNDR)",
      "concept": [
        "plots"
      ],
      "topics": [
        "plot.ndrlm"
      ]
    },
    {
      "page": "predict.nda",
      "title": "Calculation of predicted values of Generalized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "topics": [
        "predict.nda"
      ]
    },
    {
      "page": "predict.ndrlm",
      "title": "Calculation of predicted values of Generalized Network-based Dimensionality Reduction and Regression with Linear Models (NDRLM)",
      "topics": [
        "predict.ndrlm"
      ]
    },
    {
      "page": "print.nda",
      "title": "Print function of Generalized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "topics": [
        "print.nda"
      ]
    },
    {
      "page": "print.ndrlm",
      "title": "Print summary of Generalized Network-based Dimensionality Reduction and Linear Regression Model (NDRLM)",
      "topics": [
        "print.ndrlm"
      ]
    },
    {
      "page": "residuals.ndrlm",
      "title": "Calculation of residual values of Generalized Network-based Dimensionality Reduction and Linear Regression Model (NDRLM)",
      "topics": [
        "residuals.ndrlm"
      ]
    },
    {
      "page": "spdCor",
      "title": "Calculating semi-partial distance correlation of columns of a matrix",
      "concept": [
        "correlation matrix",
        "distance correlation"
      ],
      "topics": [
        "spdCor"
      ]
    },
    {
      "page": "summary.nda",
      "title": "Summary function of Generalized Network-based Dimensionality Reduction and Analysis (GNDA)",
      "topics": [
        "summary.nda"
      ]
    },
    {
      "page": "summary.ndrlm",
      "title": "Summary function of Generalized Network-based Dimensionality Reduction and Linear Regression Model (NDRLM)",
      "topics": [
        "summary.ndrlm"
      ]
    }
  ],
  "_readme": "https://github.com/kzst/nda/raw/HEAD/README.md",
  "_rundeps": [
    "base64enc",
    "BH",
    "boot",
    "bslib",
    "cachem",
    "cli",
    "cpp11",
    "digest",
    "dplyr",
    "dqrng",
    "energy",
    "evaluate",
    "farver",
    "fastmap",
    "FNN",
    "fontawesome",
    "fs",
    "generics",
    "ggplot2",
    "ggrepel",
    "glue",
    "GPArotation",
    "gsl",
    "gtable",
    "highr",
    "htmltools",
    "htmlwidgets",
    "igraph",
    "irlba",
    "isoband",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "lattice",
    "leidenAlg",
    "lifecycle",
    "lm.beta",
    "magrittr",
    "MASS",
    "Matrix",
    "mco",
    "memoise",
    "Metrics",
    "mime",
    "mnormt",
    "nlme",
    "pbmcapply",
    "pillar",
    "pkgconfig",
    "ppcor",
    "pROC",
    "psych",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppAnnoy",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "RcppProgress",
    "Rfast",
    "rlang",
    "rmarkdown",
    "RSpectra",
    "S7",
    "sass",
    "scales",
    "sccore",
    "sitmo",
    "tibble",
    "tidyselect",
    "tinytex",
    "utf8",
    "uwot",
    "vctrs",
    "viridisLite",
    "visNetwork",
    "withr",
    "xfun",
    "xtable",
    "yaml",
    "zigg"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "nda",
  "_universes": [
    "kzst"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.4",
      "date": "2026-05-27T09:56:33.000Z",
      "distro": "noble",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "f0aa1fc854ba8fc3d2017a820e88f746172eec41adc70d89ebe883f81e41ace4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.2.4",
      "date": "2026-05-27T09:56:20.000Z",
      "distro": "noble",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "19668cd9961be0473c6d66128b813506f3753969b651fcefd6ef089e7c35bde0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.4",
      "date": "2026-05-27T09:55:42.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "e923d00ba201bd77d332ec7ca3419f206621a64987bb977c7c4facccb9200d1d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.2.4",
      "date": "2026-05-27T09:55:25.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "db4070e2a14498b0e3ff7488bc39af204e70e482406453958981f3fa3d52feb2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.4",
      "date": "2026-05-27T09:56:27.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "caca9083594293d75df757ebdf8341aa1b875f44aa5fefcc48678715d9d10e56",
      "status": "success",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-05-27T09:55:49.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "58e23d304ea883e3fb7b8c91e07bf22d3e8629fb0a3f9a2bd647938e529706be",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-05-27T09:55:22.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "6dfc98f5a4b4c1c00013b7fe1423db47328894573aeeedefc93884036f64cc1a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-05-27T09:55:25.000Z",
      "commit": "97beac25183c5d79743849e089e9b7f4db09a945",
      "fileid": "f06151104890428b285eab7078c929a55954652c7014f3ad848eb6d6662b0a92",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kzst/actions/runs/26503975328"
    }
  ]
}