On this page:
4.1 datasets-core
4.1.1 air-passengers
4.1.2 airquality
4.1.3 anscombe
4.1.4 breast-cancer
4.1.5 diabetes
4.1.6 faithful
4.1.7 iris
4.1.8 mtcars
4.1.9 plant-growth
4.1.10 titanic
4.1.11 tooth-growth
4.1.12 us-arrests
4.1.13 wine
9.3

4 Dataset Catalog and Provenance🔗ℹ

The following catalog is generated from the same registry used by dataset-info. Column order matches the full table returned by load-dataset-table. It lists every registry installed when this manual was built, one section per package.

Redistribution follows upstream distribution terms. Each package section lists its data licenses and each entry names its own: in datasets-core, R data under GPL-2 or GPL-3, lars diabetes under GPL-2, and UCI data under CC BY 4.0. This records the redistribution basis, without asserting independent original-owner permission. Code is Apache-2.0 OR MIT. Full license texts and upstream variable descriptions and citations are bundled in datasets/licenses and datasets/provenance for datasets-core, and in licenses and provenance beside the registry of any other package. The maintainer importer pins source archives by SHA-256. Normalized checksums cover the exact UTF-8 bytes of each dataset’s uncompressed .rktd content. Historical observations are not silently corrected except for choosing the documented corrected UCI Iris variant.

4.1 datasets-core🔗ℹ

13 datasets. Licenses: CC-BY-4.0; GPL-2.0-only; GPL-2.0-only OR GPL-3.0-only.

4.1.1 air-passengers🔗ℹ

144 rows × 3 columns. Monthly international airline passengers, 1949–1960. Calendar columns derived from the R ts index.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

year

  

year

  

integer

  

Calendar year; #f; ()

month

  

month

  

integer

  

Calendar month, January=1; #f; ()

passengers

  

passengers

  

integer

  

International airline passenger count; thousands; ()

4.1.2 airquality🔗ℹ

153 rows × 6 columns. New York, May–September 1973. All 37 Ozone and 7 Solar.R missing observations retained.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

ozone

  

Ozone

  

integer

  

Mean ozone, 1300–1500 hours, Roosevelt Island; ppb; ()

solar-r

  

Solar.R

  

integer

  

Solar radiation, 0800–1200 hours, Central Park; Langleys; ()

wind

  

Wind

  

real

  

Average wind speed, 0700 and 1000 hours, LaGuardia Airport; mph; ()

temp

  

Temp

  

integer

  

Maximum daily temperature, LaGuardia Airport; degrees Fahrenheit; ()

month

  

Month

  

integer

  

Calendar month (5–9); #f; ()

day

  

Day

  

integer

  

Day of month; #f; ()

4.1.3 anscombe🔗ℹ

11 rows × 8 columns. Source row order and values retained; names normalized to kebab-case.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

x1

  

x1

  

integer

  

x1; #f; ()

x2

  

x2

  

integer

  

x2; #f; ()

x3

  

x3

  

integer

  

x3; #f; ()

x4

  

x4

  

integer

  

x4; #f; ()

y1

  

y1

  

real

  

y1; #f; ()

y2

  

y2

  

real

  

y2; #f; ()

y3

  

y3

  

real

  

y3; #f; ()

y4

  

y4

  

real

  

y4; #f; ()

4.1.4 breast-cancer🔗ℹ

569 rows × 32 columns. UCI diagnostic dataset. Source ID and M/B diagnosis moved after 30 measurements. Worst means mean of the three largest values; source IDs retained as strings.
Wolberg, W., Mangasarian, O., Street, N., and Street, W. (1993). Breast Cancer Wisconsin (Diagnostic). UCI. doi:10.24432/C5DW2B

Column

  

Original

  

Type

  

Description / unit / levels

radius-mean

  

radius mean

  

real

  

radius mean; #f; ()

texture-mean

  

texture mean

  

real

  

texture mean; #f; ()

perimeter-mean

  

perimeter mean

  

real

  

perimeter mean; #f; ()

area-mean

  

area mean

  

real

  

area mean; #f; ()

smoothness-mean

  

smoothness mean

  

real

  

smoothness mean; #f; ()

compactness-mean

  

compactness mean

  

real

  

compactness mean; #f; ()

concavity-mean

  

concavity mean

  

real

  

concavity mean; #f; ()

concave-points-mean

  

concave points mean

  

real

  

concave points mean; #f; ()

symmetry-mean

  

symmetry mean

  

real

  

symmetry mean; #f; ()

fractal-dimension-mean

  

fractal dimension mean

  

real

  

fractal dimension mean; #f; ()

radius-standard-error

  

radius standard error

  

real

  

radius standard error; #f; ()

texture-standard-error

  

texture standard error

  

real

  

texture standard error; #f; ()

perimeter-standard-error

  

perimeter standard error

  

real

  

perimeter standard error; #f; ()

area-standard-error

  

area standard error

  

real

  

area standard error; #f; ()

smoothness-standard-error

  

smoothness standard error

  

real

  

smoothness standard error; #f; ()

compactness-standard-error

  

compactness standard error

  

real

  

compactness standard error; #f; ()

concavity-standard-error

  

concavity standard error

  

real

  

concavity standard error; #f; ()

concave-points-standard-error

  

concave points standard error

  

real

  

concave points standard error; #f; ()

symmetry-standard-error

  

symmetry standard error

  

real

  

symmetry standard error; #f; ()

fractal-dimension-standard-error

  

fractal dimension standard error

  

real

  

fractal dimension standard error; #f; ()

radius-worst

  

radius worst

  

real

  

radius worst; #f; ()

texture-worst

  

texture worst

  

real

  

texture worst; #f; ()

perimeter-worst

  

perimeter worst

  

real

  

perimeter worst; #f; ()

area-worst

  

area worst

  

real

  

area worst; #f; ()

smoothness-worst

  

smoothness worst

  

real

  

smoothness worst; #f; ()

compactness-worst

  

compactness worst

  

real

  

compactness worst; #f; ()

concavity-worst

  

concavity worst

  

real

  

concavity worst; #f; ()

concave-points-worst

  

concave points worst

  

real

  

concave points worst; #f; ()

symmetry-worst

  

symmetry worst

  

real

  

symmetry worst; #f; ()

fractal-dimension-worst

  

fractal dimension worst

  

real

  

fractal dimension worst; #f; ()

diagnosis

  

diagnosis

  

categorical

  

diagnosis; #f; (M B)

id

  

id

  

identifier

  

id; #f; ()

4.1.5 diabetes🔗ℹ

442 rows × 11 columns. lars standardized ten-predictor x matrix and y response; source x. name prefix removed (recorded in original-name); columns centered and scaled to unit Euclidean norm. No raw measurements or exact scikit-learn parity promised.
Efron, Hastie, Johnstone and Tibshirani (2004). Least Angle Regression. Annals of Statistics 32(2), 407-499. doi:10.1214/009053604000000067
lars 1.3; GPL-2.0-only

Column

  

Original

  

Type

  

Description / unit / levels

age

  

x.age

  

real

  

Age, standardized; standardized (unit L2 norm); ()

sex

  

x.sex

  

real

  

Sex, standardized source coding; standardized (unit L2 norm); ()

bmi

  

x.bmi

  

real

  

Body mass index, standardized; standardized (unit L2 norm); ()

map

  

x.map

  

real

  

Mean arterial pressure, standardized; standardized (unit L2 norm); ()

tc

  

x.tc

  

real

  

Total cholesterol, standardized; standardized (unit L2 norm); ()

ldl

  

x.ldl

  

real

  

Low-density lipoproteins, standardized; standardized (unit L2 norm); ()

hdl

  

x.hdl

  

real

  

High-density lipoproteins, standardized; standardized (unit L2 norm); ()

tch

  

x.tch

  

real

  

Total cholesterol / HDL, standardized; standardized (unit L2 norm); ()

ltg

  

x.ltg

  

real

  

Log triglycerides, standardized; standardized (unit L2 norm); ()

glu

  

x.glu

  

real

  

Blood glucose, standardized; standardized (unit L2 norm); ()

response

  

response

  

integer

  

Quantitative disease progression one year after baseline; #f; ()

4.1.6 faithful🔗ℹ

272 rows × 2 columns. Original rounded eruption durations retained; see upstream documentation.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

eruptions

  

eruptions

  

real

  

Duration of an Old Faithful eruption; minutes; ()

waiting

  

waiting

  

integer

  

Waiting time to the next eruption; minutes; ()

4.1.7 iris🔗ℹ

150 rows × 5 columns. Corrected UCI bezdekIris.data variant, including corrected observations 35 and 38. Original class label spelling retained. Source class column is named species here.
Fisher, R. (1936). Iris. UCI. doi:10.24432/C56C76

Column

  

Original

  

Type

  

Description / unit / levels

sepal-length

  

sepal length

  

real

  

sepal length; cm; ()

sepal-width

  

sepal width

  

real

  

sepal width; cm; ()

petal-length

  

petal length

  

real

  

petal length; cm; ()

petal-width

  

petal width

  

real

  

petal width; cm; ()

species

  

class

  

categorical

  

species; #f; (Iris-setosa Iris-versicolor Iris-virginica)

4.1.8 mtcars🔗ℹ

32 rows × 12 columns. Source row order and values retained; names normalized to kebab-case.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

model

  

model

  

identifier

  

model; #f; ()

mpg

  

mpg

  

real

  

mpg; miles/US gallon; ()

cyl

  

cyl

  

integer

  

Number of cylinders; #f; ()

disp

  

disp

  

real

  

disp; cubic inches; ()

hp

  

hp

  

integer

  

hp; gross horsepower; ()

drat

  

drat

  

real

  

Rear axle ratio; #f; ()

wt

  

wt

  

real

  

wt; 1000 lb; ()

qsec

  

qsec

  

real

  

qsec; seconds; ()

vs

  

vs

  

integer

  

Engine: 0 V-shaped, 1 straight; #f; ()

am

  

am

  

integer

  

Transmission: 0 automatic, 1 manual; #f; ()

gear

  

gear

  

integer

  

Forward gears; #f; ()

carb

  

carb

  

integer

  

Carburetors; #f; ()

4.1.9 plant-growth🔗ℹ

30 rows × 2 columns. Source row order and values retained; names normalized to kebab-case.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

weight

  

weight

  

real

  

Dried plant weight; #f; ()

group

  

group

  

categorical

  

Control or treatment group; #f; (ctrl trt1 trt2)

4.1.10 titanic🔗ℹ

32 rows × 5 columns. R contingency table expanded in R array order, including all eight zero-count cells. frequency counts people; rows are cells, not individuals.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

class

  

Class

  

categorical

  

Class; #f; (1st 2nd 3rd Crew)

sex

  

Sex

  

categorical

  

Sex; #f; (Male Female)

age

  

Age

  

categorical

  

Age; #f; (Child Adult)

survived

  

Survived

  

categorical

  

Survived; #f; (No Yes)

frequency

  

Freq

  

integer

  

Freq; #f; ()

4.1.11 tooth-growth🔗ℹ

60 rows × 3 columns. Source row order and values retained; names normalized to kebab-case.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

length

  

len

  

real

  

Odontoblast length; #f; ()

supplement

  

supp

  

categorical

  

Orange juice (OJ) or ascorbic acid (VC); #f; (OJ VC)

dose

  

dose

  

real

  

dose; mg/day; ()

4.1.12 us-arrests🔗ℹ

50 rows × 5 columns. 1973 US arrests. Historical variable names and values retained, including the documented UrbanPop transcription issue; see upstream Rd.
R Core Team (2024). R: A Language and Environment for Statistical Computing. See bundled upstream documentation for original references.
R 4.3.3; GPL-2.0-only OR GPL-3.0-only

Column

  

Original

  

Type

  

Description / unit / levels

state

  

state

  

identifier

  

state; #f; ()

murder

  

Murder

  

real

  

Murder; arrests per 100,000; ()

assault

  

Assault

  

integer

  

Assault; arrests per 100,000; ()

urban-pop

  

UrbanPop

  

integer

  

UrbanPop; percent; ()

rape

  

Rape

  

real

  

Rape; arrests per 100,000; ()

4.1.13 wine🔗ℹ

178 rows × 14 columns. Source class moved from first to last column and retained as a string label; measurement order unchanged.
Aeberhard, S. and Forina, M. (1991). Wine. UCI. doi:10.24432/C5PC7J

Column

  

Original

  

Type

  

Description / unit / levels

alcohol

  

Alcohol

  

real

  

Alcohol; #f; ()

malic-acid

  

Malic acid

  

real

  

Malic acid; #f; ()

ash

  

Ash

  

real

  

Ash; #f; ()

alcalinity-of-ash

  

Alcalinity of ash

  

real

  

Alcalinity of ash; #f; ()

magnesium

  

Magnesium

  

integer

  

Magnesium; #f; ()

total-phenols

  

Total phenols

  

real

  

Total phenols; #f; ()

flavanoids

  

Flavanoids

  

real

  

Flavanoids; #f; ()

nonflavanoid-phenols

  

Nonflavanoid phenols

  

real

  

Nonflavanoid phenols; #f; ()

proanthocyanins

  

Proanthocyanins

  

real

  

Proanthocyanins; #f; ()

color-intensity

  

Color intensity

  

real

  

Color intensity; #f; ()

hue

  

Hue

  

real

  

Hue; #f; ()

od280-od315-of-diluted-wines

  

OD280/OD315 of diluted wines

  

real

  

OD280/OD315 of diluted wines; #f; ()

proline

  

Proline

  

integer

  

Proline; #f; ()

cultivar

  

class

  

categorical

  

cultivar; #f; (1 2 3)