On this page:
3.1 air-passengers
3.2 airquality
3.3 anscombe
3.4 breast-cancer
3.5 diabetes
3.6 faithful
3.7 iris
3.8 mtcars
3.9 plant-growth
3.10 titanic
3.11 tooth-growth
3.12 us-arrests
3.13 wine
9.3

3 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. All 13 datasets are bundled with the package.

Redistribution follows upstream distribution terms: 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. The maintainer importer pins source archives by SHA-256. Normalized checksums cover the exact UTF-8 bytes of each .rktd file. Historical observations are not silently corrected except for choosing the documented corrected UCI Iris variant.

3.1 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; ()

3.2 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; ()

3.3 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; ()

3.4 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; ()

3.5 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; ()

3.6 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; ()

3.7 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)

3.8 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; ()

3.9 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)

3.10 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; ()

3.11 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; ()

3.12 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; ()

3.13 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)