{
  "_id": "6a5b2fba9baadeef8ab4c583",
  "Package": "ISLR",
  "Type": "Package",
  "Title": "Data for an Introduction to Statistical Learning with\nApplications in R",
  "Version": "1.4",
  "Date": "2021-09-14",
  "Author": "Gareth James, Daniela Witten, Trevor Hastie and Rob Tibshirani",
  "Maintainer": "Trevor Hastie <hastie@stanford.edu>",
  "Description": "We provide the collection of data-sets used in the book\n'An Introduction to Statistical Learning with Applications in\nR'.",
  "License": "GPL-2",
  "LazyLoad": "yes",
  "LazyData": "yes",
  "URL": "https://www.statlearning.com",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-18 07:45:12 UTC",
    "User": "root"
  },
  "Repository": "https://trevorhastie.r-universe.dev",
  "Date/Publication": "2021-09-15 04:30:09 UTC",
  "RemoteUrl": "https://github.com/cran/ISLR",
  "RemoteRef": "HEAD",
  "RemoteSha": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
  "_user": "trevorhastie",
  "_type": "src",
  "_file": "ISLR_1.4.tar.gz",
  "_fileid": "https://r2.ropensci.org/ea78ace1608eb8e518ffdb8f24cdf6fe2f84f583b778348205b2bf5518ef025f",
  "_filesize": 1881973,
  "_sha256": "ea78ace1608eb8e518ffdb8f24cdf6fe2f84f583b778348205b2bf5518ef025f",
  "_expires": "2026-10-26T07:48:09.000Z",
  "_created": "2026-07-18T07:45:12.000Z",
  "_published": "2026-07-18T07:48:10.613Z",
  "_jobs": [
    {
      "job": 88059112138,
      "time": 139,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8427223588"
    },
    {
      "job": 88059112145,
      "time": 95,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8427217366"
    },
    {
      "job": 88059112131,
      "time": 86,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8427216060"
    },
    {
      "job": 88059112130,
      "time": 85,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8427215691"
    },
    {
      "job": 88058922494,
      "time": 146,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8427202333"
    },
    {
      "job": 88059112119,
      "time": 96,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8427217325"
    },
    {
      "job": 88059112144,
      "time": 93,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8427217052"
    },
    {
      "job": 88059112151,
      "time": 52,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8427210733"
    },
    {
      "job": 88059112137,
      "time": 51,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8427210452"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701",
  "_status": "success",
  "_upstream": "https://github.com/cran/ISLR",
  "_commit": {
    "id": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
    "author": "Trevor Hastie <hastie@stanford.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.4\n",
    "time": 1631680209
  },
  "_maintainer": {
    "name": "Trevor Hastie",
    "email": "hastie@stanford.edu",
    "login": "trevorhastie",
    "description": "",
    "uuid": 13293253
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "trevorhastie",
      "count": 4,
      "uuid": 13293253
    }
  ],
  "_userbio": {
    "uuid": 13293253,
    "type": "user",
    "name": "trevorhastie",
    "followers": 102
  },
  "_downloads": {
    "count": 12138,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ISLR"
  },
  "_mentions": 6,
  "_searchresults": 11200,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ISLR.html",
    "manual.pdf"
  ],
  "_realowner": "trevorhastie",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2013-06-10"
    },
    {
      "version": "1.1",
      "date": "2017-08-11"
    },
    {
      "version": "1.2",
      "date": "2017-10-20"
    },
    {
      "version": "1.4",
      "date": "2021-09-15"
    }
  ],
  "_exports": [],
  "_datasets": [
    {
      "name": "Auto",
      "title": "Auto Data Set",
      "object": "Auto",
      "class": [
        "data.frame"
      ],
      "fields": [
        "mpg",
        "cylinders",
        "displacement",
        "horsepower",
        "weight",
        "acceleration",
        "year",
        "origin",
        "name"
      ],
      "rows": 392,
      "table": true,
      "tojson": true
    },
    {
      "name": "Caravan",
      "title": "The Insurance Company (TIC) Benchmark",
      "object": "Caravan",
      "class": [
        "data.frame"
      ],
      "fields": [
        "MOSTYPE",
        "MAANTHUI",
        "MGEMOMV",
        "MGEMLEEF",
        "MOSHOOFD",
        "MGODRK",
        "MGODPR",
        "MGODOV",
        "MGODGE",
        "MRELGE",
        "MRELSA",
        "MRELOV",
        "MFALLEEN",
        "MFGEKIND",
        "MFWEKIND",
        "MOPLHOOG",
        "MOPLMIDD",
        "MOPLLAAG",
        "MBERHOOG",
        "MBERZELF",
        "MBERBOER",
        "MBERMIDD",
        "MBERARBG",
        "MBERARBO",
        "MSKA",
        "MSKB1",
        "MSKB2",
        "MSKC",
        "MSKD",
        "MHHUUR",
        "MHKOOP",
        "MAUT1",
        "MAUT2",
        "MAUT0",
        "MZFONDS",
        "MZPART",
        "MINKM30",
        "MINK3045",
        "MINK4575",
        "MINK7512",
        "MINK123M",
        "MINKGEM",
        "MKOOPKLA",
        "PWAPART",
        "PWABEDR",
        "PWALAND",
        "PPERSAUT",
        "PBESAUT",
        "PMOTSCO",
        "PVRAAUT",
        "PAANHANG",
        "PTRACTOR",
        "PWERKT",
        "PBROM",
        "PLEVEN",
        "PPERSONG",
        "PGEZONG",
        "PWAOREG",
        "PBRAND",
        "PZEILPL",
        "PPLEZIER",
        "PFIETS",
        "PINBOED",
        "PBYSTAND",
        "AWAPART",
        "AWABEDR",
        "AWALAND",
        "APERSAUT",
        "ABESAUT",
        "AMOTSCO",
        "AVRAAUT",
        "AAANHANG",
        "ATRACTOR",
        "AWERKT",
        "ABROM",
        "ALEVEN",
        "APERSONG",
        "AGEZONG",
        "AWAOREG",
        "ABRAND",
        "AZEILPL",
        "APLEZIER",
        "AFIETS",
        "AINBOED",
        "ABYSTAND",
        "Purchase"
      ],
      "rows": 5822,
      "table": true,
      "tojson": true
    },
    {
      "name": "Carseats",
      "title": "Sales of Child Car Seats",
      "object": "Carseats",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Sales",
        "CompPrice",
        "Income",
        "Advertising",
        "Population",
        "Price",
        "ShelveLoc",
        "Age",
        "Education",
        "Urban",
        "US"
      ],
      "rows": 400,
      "table": true,
      "tojson": true
    },
    {
      "name": "College",
      "title": "U.S. News and World Report's College Data",
      "object": "College",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Private",
        "Apps",
        "Accept",
        "Enroll",
        "Top10perc",
        "Top25perc",
        "F.Undergrad",
        "P.Undergrad",
        "Outstate",
        "Room.Board",
        "Books",
        "Personal",
        "PhD",
        "Terminal",
        "S.F.Ratio",
        "perc.alumni",
        "Expend",
        "Grad.Rate"
      ],
      "rows": 777,
      "table": true,
      "tojson": true
    },
    {
      "name": "Credit",
      "title": "Credit Card Balance Data",
      "object": "Credit",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ID",
        "Income",
        "Limit",
        "Rating",
        "Cards",
        "Age",
        "Education",
        "Gender",
        "Student",
        "Married",
        "Ethnicity",
        "Balance"
      ],
      "rows": 400,
      "table": true,
      "tojson": true
    },
    {
      "name": "Default",
      "title": "Credit Card Default Data",
      "object": "Default",
      "class": [
        "data.frame"
      ],
      "fields": [
        "default",
        "student",
        "balance",
        "income"
      ],
      "rows": 10000,
      "table": true,
      "tojson": true
    },
    {
      "name": "Hitters",
      "title": "Baseball Data",
      "object": "Hitters",
      "class": [
        "data.frame"
      ],
      "fields": [
        "AtBat",
        "Hits",
        "HmRun",
        "Runs",
        "RBI",
        "Walks",
        "Years",
        "CAtBat",
        "CHits",
        "CHmRun",
        "CRuns",
        "CRBI",
        "CWalks",
        "League",
        "Division",
        "PutOuts",
        "Assists",
        "Errors",
        "Salary",
        "NewLeague"
      ],
      "rows": 322,
      "table": true,
      "tojson": true
    },
    {
      "name": "Khan",
      "title": "Khan Gene Data",
      "object": "Khan",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "NCI60",
      "title": "NCI 60 Data",
      "object": "NCI60",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "OJ",
      "title": "Orange Juice Data",
      "object": "OJ",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Purchase",
        "WeekofPurchase",
        "StoreID",
        "PriceCH",
        "PriceMM",
        "DiscCH",
        "DiscMM",
        "SpecialCH",
        "SpecialMM",
        "LoyalCH",
        "SalePriceMM",
        "SalePriceCH",
        "PriceDiff",
        "Store7",
        "PctDiscMM",
        "PctDiscCH",
        "ListPriceDiff",
        "STORE"
      ],
      "rows": 1070,
      "table": true,
      "tojson": true
    },
    {
      "name": "Portfolio",
      "title": "Portfolio Data",
      "object": "Portfolio",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "Y"
      ],
      "rows": 100,
      "table": true,
      "tojson": true
    },
    {
      "name": "Smarket",
      "title": "S&P Stock Market Data",
      "object": "Smarket",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Year",
        "Lag1",
        "Lag2",
        "Lag3",
        "Lag4",
        "Lag5",
        "Volume",
        "Today",
        "Direction"
      ],
      "rows": 1250,
      "table": true,
      "tojson": true
    },
    {
      "name": "Wage",
      "title": "Mid-Atlantic Wage Data",
      "object": "Wage",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "age",
        "maritl",
        "race",
        "education",
        "region",
        "jobclass",
        "health",
        "health_ins",
        "logwage",
        "wage"
      ],
      "rows": 3000,
      "table": true,
      "tojson": true
    },
    {
      "name": "Weekly",
      "title": "Weekly S&P Stock Market Data",
      "object": "Weekly",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Year",
        "Lag1",
        "Lag2",
        "Lag3",
        "Lag4",
        "Lag5",
        "Volume",
        "Today",
        "Direction"
      ],
      "rows": 1089,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Auto",
      "title": "Auto Data Set",
      "topics": [
        "Auto"
      ]
    },
    {
      "page": "Caravan",
      "title": "The Insurance Company (TIC) Benchmark",
      "topics": [
        "Caravan"
      ]
    },
    {
      "page": "Carseats",
      "title": "Sales of Child Car Seats",
      "topics": [
        "Carseats"
      ]
    },
    {
      "page": "College",
      "title": "U.S. News and World Report's College Data",
      "topics": [
        "College"
      ]
    },
    {
      "page": "Credit",
      "title": "Credit Card Balance Data",
      "topics": [
        "Credit"
      ]
    },
    {
      "page": "Default",
      "title": "Credit Card Default Data",
      "topics": [
        "Default"
      ]
    },
    {
      "page": "Hitters",
      "title": "Baseball Data",
      "topics": [
        "Hitters"
      ]
    },
    {
      "page": "Khan",
      "title": "Khan Gene Data",
      "topics": [
        "Khan"
      ]
    },
    {
      "page": "NCI60",
      "title": "NCI 60 Data",
      "topics": [
        "NCI60"
      ]
    },
    {
      "page": "OJ",
      "title": "Orange Juice Data",
      "topics": [
        "OJ"
      ]
    },
    {
      "page": "Portfolio",
      "title": "Portfolio Data",
      "topics": [
        "Portfolio"
      ]
    },
    {
      "page": "Smarket",
      "title": "S&P Stock Market Data",
      "topics": [
        "Smarket"
      ]
    },
    {
      "page": "Wage",
      "title": "Mid-Atlantic Wage Data",
      "topics": [
        "Wage"
      ]
    },
    {
      "page": "Weekly",
      "title": "Weekly S&P Stock Market Data",
      "topics": [
        "Weekly"
      ]
    }
  ],
  "_rundeps": [],
  "_score": 6.990697652255899,
  "_indexed": true,
  "_nocasepkg": "islr",
  "_universes": [
    "trevorhastie"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.4",
      "date": "2026-07-18T07:47:37.000Z",
      "distro": "resolute",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/8d579cc697da796fa04f959a6cf3913ee845749848ba06afc615ec551721dcb2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.4",
      "date": "2026-07-18T07:46:58.000Z",
      "distro": "resolute",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/0dd38cd13bbf8da825b17ee008bd4820ed3f85229f18feea1ab84eca50436b32",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.4",
      "date": "2026-07-18T07:46:49.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/d74120a887ac44652431f3fb9e90e1c46f2f1b27804f86036806792df109744a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.4",
      "date": "2026-07-18T07:46:46.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/f3259d270377456acb556ee62f691c46bc6d3d1fa7044fea8cf89b0cd839524d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.4",
      "date": "2026-07-18T07:47:04.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/22f21da0f9649ed48fcfa2307c3b093a3a0c4f15959d566e0ccc912ac58bcb42",
      "status": "success",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.4",
      "date": "2026-07-18T07:46:44.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/556b190e3e17c28891990367ed745722e81561d731a749b3c74e46438c71e4e2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.4",
      "date": "2026-07-18T07:46:12.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/c8f77cf6aa78ec8e07a4f9eca7aab57f41f5e8be062c0715e5b7de169a6c6857",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.4",
      "date": "2026-07-18T07:46:09.000Z",
      "commit": "b72e0cec2b394ac340680fe19fa0b8e7d10e07ab",
      "fileid": "https://r2.ropensci.org/83ad2d6fbe92e1e0e9f77c1b6f9dd3496e97d2b0f5c23951a0a4531607d5a0b5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/trevorhastie/actions/runs/29636206701"
    }
  ]
}