►1 datasets-r
On this page:
1.1 ability-cov
1.2 airmiles
1.3 attenu
1.4 attitude
1.5 austres
1.6 beaver1
1.7 beaver2
1.8 bj-sales
1.9 bod
1.10 cars
1.11 chick-weight
1.12 chickwts
1.13 co2
1.14 co2-uptake
1.15 crimtab
1.16 datasaurus-dozen
1.17 diamonds
1.18 discoveries
1.19 dnase
1.20 economics
1.21 economics-long
1.22 esoph
1.23 eu-stock-markets
1.24 euro
1.25 eurodist
1.26 faithfuld
1.27 formaldehyde
1.28 freeny
1.29 gapminder
1.30 hair-eye-color
1.31 harman23-cor
1.32 harman74-cor
1.33 indometh
1.34 infert
1.35 insect-sprays
1.36 islands
1.37 johnson-johnson
1.38 lake-huron
1.39 lh
1.40 life-cycle-savings
1.41 loblolly
1.42 longley
1.43 luv-colours
1.44 lynx
1.45 midwest
1.46 morley
1.47 mpg
1.48 msleep
1.49 nhtemp
1.50 nile
1.51 nottem
1.52 npk
1.53 nycflights13-airlines
1.54 nycflights13-airports
1.55 nycflights13-planes
1.56 nycflights13-weather
1.57 occupational-status
1.58 orange
1.59 orchard-sprays
1.60 penguins
1.61 penguins-raw
1.62 precip
1.63 presidential
1.64 presidents
1.65 pressure
1.66 puromycin
1.67 quakes
1.68 randu
1.69 rivers
1.70 rock
1.71 seals
1.72 seatbelts
1.73 sleep
1.74 stackloss
1.75 state
1.76 sunspot-month
1.77 sunspot-year
1.78 sunspots
1.79 swiss
1.80 theoph
1.81 titanic-passengers
1.82 treering
1.83 trees
1.84 txhousing
1.85 ucb-admissions
1.86 uk-driver-deaths
1.87 uk-gas
1.88 uk-lung-deaths
1.89 us-acc-deaths
1.90 us-cities-d
1.91 us-judge-ratings
1.92 us-personal-expenditure
1.93 uspop
1.94 va-deaths
1.95 volcano
1.96 warpbreaks
1.97 women
1.98 world-phones
1.99 www-usage

1 datasets-r🔗ℹ

99 datasets. Licenses: CC0-1.0; GPL-2.0-only OR GPL-3.0-only; MIT.

1.1 ability-cov🔗ℹ

6 rows × 7 columns. Ability and Intelligence Tests. R object ability.cov. Covariance list: the cov matrix, from 112 observations; center is all zero; variable names kebab-cased like the columns.
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

variable

  

row names

  

identifier

  

row names; #f; ()

general

  

general

  

real

  

general; #f; ()

picture

  

picture

  

real

  

picture; #f; ()

blocks

  

blocks

  

real

  

blocks; #f; ()

maze

  

maze

  

real

  

maze; #f; ()

reading

  

reading

  

real

  

reading; #f; ()

vocab

  

vocab

  

real

  

vocab; #f; ()

1.2 airmiles🔗ℹ

24 rows × 2 columns. Passenger Miles on Commercial US Airlines, 1937–1960. R object airmiles. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

airmiles

  

real

  

airmiles; #f; ()

1.3 attenu🔗ℹ

182 rows × 5 columns. The Joyner–Boore Attenuation Data. R object attenu. Data frame.
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

event

  

event

  

real

  

event; #f; ()

mag

  

mag

  

real

  

mag; #f; ()

station

  

station

  

categorical

  

station; #f; (1008 1011 1013 1014 1015 1016 1027 1028 1030 1032 1051 1052 1083 1093 1095 1096 110 1102 111 1117 112 113 116 117 1219 125 1250 1251 126 127 128 1291 1292 1293 1298 1299 130 1308 135 1376 1377 1383 1408 1409 141 1410 1411 1413 1418 1422 1438 1445 1456 1492 2001 2316 262 266 269 270 2708 2714 2715 272 2728 2734 280 283 286 290 3501 411 412 475 5028 5042 5043 5044 5045 5047 5049 5050 5051 5052 5053 5054 5055 5056 5057 5058 5059 5060 5061 5062 5066 5067 5068 5069 5070 5072 5073 5115 5160 5165 655 724 885 931 942 952 955 958 c118 c168 c203 c204 c266)

dist

  

dist

  

real

  

dist; #f; ()

accel

  

accel

  

real

  

accel; #f; ()

1.4 attitude🔗ℹ

30 rows × 7 columns. The Chatterjee–Price Attitude Data. R object attitude. Data frame.
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

rating

  

rating

  

real

  

rating; #f; ()

complaints

  

complaints

  

real

  

complaints; #f; ()

privileges

  

privileges

  

real

  

privileges; #f; ()

learning

  

learning

  

real

  

learning; #f; ()

raises

  

raises

  

real

  

raises; #f; ()

critical

  

critical

  

real

  

critical; #f; ()

advance

  

advance

  

real

  

advance; #f; ()

1.5 austres🔗ℹ

89 rows × 3 columns. Quarterly Time Series of the Number of Australian Residents. R object austres. Time series of frequency 4; index columns from the ts time.
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; ()

quarter

  

quarter

  

integer

  

Quarter, 1-4; #f; ()

value

  

austres

  

real

  

austres; #f; ()

1.6 beaver1🔗ℹ

114 rows × 4 columns. Body Temperature Series of Two Beavers. R object beaver1. Data frame.
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

day

  

day

  

real

  

day; #f; ()

time

  

time

  

real

  

time; #f; ()

temp

  

temp

  

real

  

temp; #f; ()

activ

  

activ

  

real

  

activ; #f; ()

1.7 beaver2🔗ℹ

100 rows × 4 columns. Body Temperature Series of Two Beavers. R object beaver2. Data frame.
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

day

  

day

  

real

  

day; #f; ()

time

  

time

  

real

  

time; #f; ()

temp

  

temp

  

real

  

temp; #f; ()

activ

  

activ

  

real

  

activ; #f; ()

1.8 bj-sales🔗ℹ

150 rows × 3 columns. Sales Data with Leading Indicator. R objects BJsales, BJsales.lead. Time series of frequency 1; index columns from the ts time. Series that share one index joined as columns.
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

time

  

time

  

integer

  

time; #f; ()

sales

  

BJsales

  

real

  

BJsales; #f; ()

lead

  

BJsales.lead

  

real

  

BJsales.lead; #f; ()

1.9 bod🔗ℹ

6 rows × 2 columns. Biochemical Oxygen Demand. R object BOD. Data frame.
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

time

  

Time

  

real

  

Time; #f; ()

demand

  

demand

  

real

  

demand; #f; ()

1.10 cars🔗ℹ

50 rows × 2 columns. Speed and Stopping Distances of Cars. R object cars. Data frame.
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

speed

  

speed

  

real

  

speed; #f; ()

dist

  

dist

  

real

  

dist; #f; ()

1.11 chick-weight🔗ℹ

578 rows × 4 columns. Weight versus age of chicks on different diets. R object ChickWeight. Data frame. nlme groupedData attributes dropped.
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

  

weight; #f; ()

time

  

Time

  

real

  

Time; #f; ()

chick

  

Chick

  

categorical

  

Chick; #f; (18 16 15 13 9 20 10 8 17 19 4 6 11 3 1 12 2 5 14 7 24 30 22 23 27 28 26 25 29 21 33 37 36 31 39 38 32 40 34 35 44 45 43 41 47 49 46 50 42 48)

diet

  

Diet

  

categorical

  

Diet; #f; (1 2 3 4)

1.12 chickwts🔗ℹ

71 rows × 2 columns. Chicken Weights by Feed Type. R object chickwts. Data frame.
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

  

weight; #f; ()

feed

  

feed

  

categorical

  

feed; #f; (casein horsebean linseed meatmeal soybean sunflower)

1.13 co2🔗ℹ

468 rows × 3 columns. Mauna Loa Atmospheric CO2 Concentration. R object co2. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

co2

  

real

  

co2; #f; ()

1.14 co2-uptake🔗ℹ

84 rows × 5 columns. Carbon Dioxide Uptake in Grass Plants. R object CO2. Data frame. nlme groupedData attributes dropped.
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

plant

  

Plant

  

categorical

  

Plant; #f; (Qn1 Qn2 Qn3 Qc1 Qc3 Qc2 Mn3 Mn2 Mn1 Mc2 Mc3 Mc1)

type

  

Type

  

categorical

  

Type; #f; (Quebec Mississippi)

treatment

  

Treatment

  

categorical

  

Treatment; #f; (nonchilled chilled)

conc

  

conc

  

real

  

conc; #f; ()

uptake

  

uptake

  

real

  

uptake; #f; ()

1.15 crimtab🔗ℹ

924 rows × 3 columns. Student’s 3000 Criminals Data. R object crimtab. Contingency table in long form: one row per cell in R array order, zero cells kept. R leaves the dimensions unnamed; finger-length and height are names given here.
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

finger-length

  

finger.length

  

categorical

  

finger.length; #f; (9.4 9.5 9.6 9.7 9.8 9.9 10 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13 13.1 13.2 13.3 13.4 13.5)

height

  

height

  

categorical

  

height; #f; (142.24 144.78 147.32 149.86 152.4 154.94 157.48 160.02 162.56 165.1 167.64 170.18 172.72 175.26 177.8 180.34 182.88 185.42 187.96 190.5 193.04 195.58)

count

  

count

  

integer

  

count; #f; ()

1.16 datasaurus-dozen🔗ℹ

1846 rows × 3 columns. Long form: the 13 Datasaurus Dozen datasets stacked, 142 points each, told apart by the dataset column. They share near-identical means, standard deviations and correlations but look nothing alike when plotted.
Gillespie, C., Locke, S., Davies, R. and D’Agostino McGowan, L. (2025). datasauRus: Datasets from the Datasaurus Dozen. R package version 0.1.9. Matejka, J. and Fitzmaurice, G. (2017). Same Stats, Different Graphs. CHI 2017. doi:10.1145/3025453.3025912

Column

  

Original

  

Type

  

Description / unit / levels

dataset

  

dataset

  

categorical

  

Which of the 13 datasets the point belongs to; #f; (away bullseye circle dino dots h_lines high_lines slant_down slant_up star v_lines wide_lines x_shape)

x

  

x

  

real

  

x coordinate; #f; ()

y

  

y

  

real

  

y coordinate; #f; ()

1.17 diamonds🔗ℹ

53940 rows × 10 columns. Prices and attributes of 53,940 round cut diamonds. cut (Fair to Ideal), color (D, best, to J) and clarity (I1, worst, to IF) are ordered factors. R ordered factors are categorical with levels in R order. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: source not documented upstream

Column

  

Original

  

Type

  

Description / unit / levels

carat

  

carat

  

real

  

weight of the diamond (0.2–5.01); carats; ()

cut

  

cut

  

categorical

  

quality of the cut (Fair, Good, Very Good, Premium, Ideal); #f; (Fair Good Very Good Premium Ideal)

color

  

color

  

categorical

  

diamond colour, from D (best) to J (worst); #f; (D E F G H I J)

clarity

  

clarity

  

categorical

  

a measurement of how clear the diamond is (I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best)); #f; (I1 SI2 SI1 VS2 VS1 VVS2 VVS1 IF)

depth

  

depth

  

real

  

total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43–79); percent; ()

table

  

table

  

real

  

width of top of diamond relative to widest point (43–95); #f; ()

price

  

price

  

integer

  

price in US dollars ($326–$18,823); US dollars; ()

x

  

x

  

real

  

length in mm (0–10.74); mm; ()

y

  

y

  

real

  

width in mm (0–58.9); mm; ()

z

  

z

  

real

  

depth in mm (0–31.8); mm; ()

1.18 discoveries🔗ℹ

100 rows × 2 columns. Yearly Numbers of Important Discoveries. R object discoveries. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

discoveries

  

real

  

discoveries; #f; ()

1.19 dnase🔗ℹ

176 rows × 3 columns. Elisa assay of DNase. R object DNase. Data frame. nlme groupedData attributes dropped.
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

run

  

Run

  

categorical

  

Run; #f; (10 11 9 1 4 8 5 7 6 2 3)

conc

  

conc

  

real

  

conc; #f; ()

density

  

density

  

real

  

density; #f; ()

1.20 economics🔗ℹ

574 rows × 6 columns. Monthly US economic time series, July 1967 to April 2015, in wide form. The R Date column date is an ISO 8601 date string. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: US Federal Reserve Economic Data (FRED), https://fred.stlouisfed.org/

Column

  

Original

  

Type

  

Description / unit / levels

date

  

date

  

string

  

Month of data collection, the first day of the month (ISO 8601); #f; ()

pce

  

pce

  

real

  

personal consumption expenditures, in billions of dollars, https://fred.stlouisfed.org/series/PCE; billions of dollars; ()

pop

  

pop

  

real

  

total population, in thousands, https://fred.stlouisfed.org/series/POP; thousands; ()

psavert

  

psavert

  

real

  

personal savings rate, https://fred.stlouisfed.org/series/PSAVERT/; percent; ()

uempmed

  

uempmed

  

real

  

median duration of unemployment, in weeks, https://fred.stlouisfed.org/series/UEMPMED; weeks; ()

unemploy

  

unemploy

  

real

  

number of unemployed in thousands, https://fred.stlouisfed.org/series/UNEMPLOY; thousands; ()

1.21 economics-long🔗ℹ

2870 rows × 4 columns. economics in long form: the five series stacked in turn, one row per series and month. The R Date column date is an ISO 8601 date string; variable is a character column, a string. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: US Federal Reserve Economic Data (FRED), https://fred.stlouisfed.org/

Column

  

Original

  

Type

  

Description / unit / levels

date

  

date

  

string

  

Month of data collection, the first day of the month (ISO 8601); #f; ()

variable

  

variable

  

string

  

Series: pce, pop, psavert, uempmed or unemploy, as in economics; #f; ()

value

  

value

  

real

  

Value of the series; #f; ()

value01

  

value01

  

real

  

Value rescaled to the range 0 to 1 within its series; #f; ()

1.22 esoph🔗ℹ

88 rows × 5 columns. Smoking, Alcohol and (O)esophageal Cancer. R object esoph. Data frame.
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

agegp

  

agegp

  

categorical

  

agegp; #f; (25-34 35-44 45-54 55-64 65-74 75+)

alcgp

  

alcgp

  

categorical

  

alcgp; #f; (0-39g/day 40-79 80-119 120+)

tobgp

  

tobgp

  

categorical

  

tobgp; #f; (0-9g/day 10-19 20-29 30+)

ncases

  

ncases

  

real

  

ncases; #f; ()

ncontrols

  

ncontrols

  

real

  

ncontrols; #f; ()

1.23 eu-stock-markets🔗ℹ

1860 rows × 6 columns. Daily Closing Prices of Major European Stock Indices, 1991–1998. R object EuStockMarkets. Time series of frequency 260; index columns from the ts time.
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

  

Year of R's nominal business-time grid, not a calendar year; #f; ()

business-day

  

business-day

  

integer

  

Day 1-260 of R's nominal 260-day business year, not a calendar date; #f; ()

dax

  

DAX

  

real

  

DAX; #f; ()

smi

  

SMI

  

real

  

SMI; #f; ()

cac

  

CAC

  

real

  

CAC; #f; ()

ftse

  

FTSE

  

real

  

FTSE; #f; ()

1.24 euro🔗ℹ

11 rows × 2 columns. Conversion Rates of Euro Currencies. R object euro. Named vector as name and value columns.
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

name

  

names

  

identifier

  

Name; #f; ()

value

  

euro

  

real

  

euro; #f; ()

1.25 eurodist🔗ℹ

210 rows × 3 columns. Distances Between European Cities and Between US Cities. R object eurodist. Distance matrix as one row per pair (lower triangle) in R dist order.
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

from

  

labels

  

string

  

First city; #f; ()

to

  

labels

  

string

  

Second city; #f; ()

distance

  

eurodist

  

real

  

Distance; #f; ()

1.26 faithfuld🔗ℹ

5625 rows × 3 columns. A 2d density estimate of R’s faithful (eruptions and waiting) on a 75 by 75 grid. Not the 272 eruptions themselves: those are faithful. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: R’s faithful (Azzalini, A. and Bowman, A. W. (1990). A look at some data on the Old Faithful geyser. Applied Statistics 39, 357-365)

Column

  

Original

  

Type

  

Description / unit / levels

eruptions

  

eruptions

  

real

  

Eruption time in mins; minutes; ()

waiting

  

waiting

  

real

  

Waiting time to next eruption in mins; minutes; ()

density

  

density

  

real

  

2d density estimate; #f; ()

1.27 formaldehyde🔗ℹ

6 rows × 2 columns. Determination of Formaldehyde. R object Formaldehyde. Data frame. Numeric row names dropped.
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

carb

  

carb

  

real

  

carb; #f; ()

optden

  

optden

  

real

  

optden; #f; ()

1.28 freeny🔗ℹ

39 rows × 7 columns. Freeny’s Revenue Data. R object freeny. Data frame. Numeric row names dropped.
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; ()

quarter

  

quarter

  

integer

  

Quarter, 1-4; #f; ()

y

  

y

  

real

  

y; #f; ()

lag-quarterly-revenue

  

lag.quarterly.revenue

  

real

  

lag.quarterly.revenue; #f; ()

price-index

  

price.index

  

real

  

price.index; #f; ()

income-level

  

income.level

  

real

  

income.level; #f; ()

market-potential

  

market.potential

  

real

  

market.potential; #f; ()

1.29 gapminder🔗ℹ

1704 rows × 6 columns. Excerpt of the Gapminder data: 142 countries every five years from 1952 to 2007, a balanced country-by-year panel. Country and continent factors rendered as labels with levels in metadata.
Bryan, J. (2025). gapminder: Data from Gapminder. R package version 1.0.1. Data: Gapminder Foundation, https://www.gapminder.org/data/

Column

  

Original

  

Type

  

Description / unit / levels

country

  

country

  

categorical

  

Country; #f; (Afghanistan Albania Algeria Angola Argentina Australia Austria Bahrain Bangladesh Belgium Benin Bolivia Bosnia and Herzegovina Botswana Brazil Bulgaria Burkina Faso Burundi Cambodia Cameroon Canada Central African Republic Chad Chile China Colombia Comoros Congo, Dem. Rep. Congo, Rep. Costa Rica Cote d'Ivoire Croatia Cuba Czech Republic Denmark Djibouti Dominican Republic Ecuador Egypt El Salvador Equatorial Guinea Eritrea Ethiopia Finland France Gabon Gambia Germany Ghana Greece Guatemala Guinea Guinea-Bissau Haiti Honduras Hong Kong, China Hungary Iceland India Indonesia Iran Iraq Ireland Israel Italy Jamaica Japan Jordan Kenya Korea, Dem. Rep. Korea, Rep. Kuwait Lebanon Lesotho Liberia Libya Madagascar Malawi Malaysia Mali Mauritania Mauritius Mexico Mongolia Montenegro Morocco Mozambique Myanmar Namibia Nepal Netherlands New Zealand Nicaragua Niger Nigeria Norway Oman Pakistan Panama Paraguay Peru Philippines Poland Portugal Puerto Rico Reunion Romania Rwanda Sao Tome and Principe Saudi Arabia Senegal Serbia Sierra Leone Singapore Slovak Republic Slovenia Somalia South Africa Spain Sri Lanka Sudan Swaziland Sweden Switzerland Syria Taiwan Tanzania Thailand Togo Trinidad and Tobago Tunisia Turkey Uganda United Kingdom United States Uruguay Venezuela Vietnam West Bank and Gaza Yemen, Rep. Zambia Zimbabwe)

continent

  

continent

  

categorical

  

Continent; #f; (Africa Americas Asia Europe Oceania)

year

  

year

  

integer

  

Year, 1952–2007 in steps of five; #f; ()

life-exp

  

lifeExp

  

real

  

Life expectancy at birth; years; ()

pop

  

pop

  

integer

  

Population; people; ()

gdp-percap

  

gdpPercap

  

real

  

GDP per capita; US$, inflation-adjusted; ()

1.30 hair-eye-color🔗ℹ

32 rows × 4 columns. Hair and Eye Color of Statistics Students. R object HairEyeColor. Contingency table in long form: one row per cell in R array order, zero cells kept.
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

hair

  

Hair

  

categorical

  

Hair; #f; (Black Brown Red Blond)

eye

  

Eye

  

categorical

  

Eye; #f; (Brown Blue Hazel Green)

sex

  

Sex

  

categorical

  

Sex; #f; (Male Female)

count

  

count

  

real

  

count; #f; ()

1.31 harman23-cor🔗ℹ

8 rows × 9 columns. Harman Example 2.3. R object Harman23.cor. Covariance list: the cov matrix, from 305 observations; center is all zero; variable names kebab-cased like the columns.
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

variable

  

row names

  

identifier

  

row names; #f; ()

height

  

height

  

real

  

height; #f; ()

arm-span

  

arm.span

  

real

  

arm.span; #f; ()

forearm

  

forearm

  

real

  

forearm; #f; ()

lower-leg

  

lower.leg

  

real

  

lower.leg; #f; ()

weight

  

weight

  

real

  

weight; #f; ()

bitro-diameter

  

bitro.diameter

  

real

  

bitro.diameter; #f; ()

chest-girth

  

chest.girth

  

real

  

chest.girth; #f; ()

chest-width

  

chest.width

  

real

  

chest.width; #f; ()

1.32 harman74-cor🔗ℹ

24 rows × 25 columns. Harman Example 7.4. R object Harman74.cor. Covariance list: the cov matrix, from 145 observations; center is all zero; variable names kebab-cased like the columns.
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

variable

  

row names

  

identifier

  

row names; #f; ()

visual-perception

  

VisualPerception

  

real

  

VisualPerception; #f; ()

cubes

  

Cubes

  

real

  

Cubes; #f; ()

paper-form-board

  

PaperFormBoard

  

real

  

PaperFormBoard; #f; ()

flags

  

Flags

  

real

  

Flags; #f; ()

general-information

  

GeneralInformation

  

real

  

GeneralInformation; #f; ()

pargraph-comprehension

  

PargraphComprehension

  

real

  

PargraphComprehension; #f; ()

sentence-completion

  

SentenceCompletion

  

real

  

SentenceCompletion; #f; ()

word-classification

  

WordClassification

  

real

  

WordClassification; #f; ()

word-meaning

  

WordMeaning

  

real

  

WordMeaning; #f; ()

addition

  

Addition

  

real

  

Addition; #f; ()

code

  

Code

  

real

  

Code; #f; ()

counting-dots

  

CountingDots

  

real

  

CountingDots; #f; ()

straight-curved-capitals

  

StraightCurvedCapitals

  

real

  

StraightCurvedCapitals; #f; ()

word-recognition

  

WordRecognition

  

real

  

WordRecognition; #f; ()

number-recognition

  

NumberRecognition

  

real

  

NumberRecognition; #f; ()

figure-recognition

  

FigureRecognition

  

real

  

FigureRecognition; #f; ()

object-number

  

ObjectNumber

  

real

  

ObjectNumber; #f; ()

number-figure

  

NumberFigure

  

real

  

NumberFigure; #f; ()

figure-word

  

FigureWord

  

real

  

FigureWord; #f; ()

deduction

  

Deduction

  

real

  

Deduction; #f; ()

numerical-puzzles

  

NumericalPuzzles

  

real

  

NumericalPuzzles; #f; ()

problem-reasoning

  

ProblemReasoning

  

real

  

ProblemReasoning; #f; ()

series-completion

  

SeriesCompletion

  

real

  

SeriesCompletion; #f; ()

arithmetic-problems

  

ArithmeticProblems

  

real

  

ArithmeticProblems; #f; ()

1.33 indometh🔗ℹ

66 rows × 3 columns. Pharmacokinetics of Indomethacin. R object Indometh. Data frame. nlme groupedData attributes dropped.
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

subject

  

Subject

  

categorical

  

Subject; #f; (1 4 2 5 6 3)

time

  

time

  

real

  

time; #f; ()

conc

  

conc

  

real

  

conc; #f; ()

1.34 infert🔗ℹ

248 rows × 8 columns. Infertility after Spontaneous and Induced Abortion. R object infert. Data frame.
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

education

  

education

  

categorical

  

education; #f; (0-5yrs 6-11yrs 12+ yrs)

age

  

age

  

real

  

age; #f; ()

parity

  

parity

  

real

  

parity; #f; ()

induced

  

induced

  

real

  

induced; #f; ()

case

  

case

  

real

  

case; #f; ()

spontaneous

  

spontaneous

  

real

  

spontaneous; #f; ()

stratum

  

stratum

  

integer

  

stratum; #f; ()

pooled-stratum

  

pooled.stratum

  

real

  

pooled.stratum; #f; ()

1.35 insect-sprays🔗ℹ

72 rows × 2 columns. Effectiveness of Insect Sprays. R object InsectSprays. Data frame.
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

count

  

count

  

real

  

count; #f; ()

spray

  

spray

  

categorical

  

spray; #f; (A B C D E F)

1.36 islands🔗ℹ

48 rows × 2 columns. Areas of the World’s Major Landmasses. R object islands. Named vector as name and value columns.
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

name

  

names

  

identifier

  

Name; #f; ()

value

  

islands

  

real

  

islands; #f; ()

1.37 johnson-johnson🔗ℹ

84 rows × 3 columns. Quarterly Earnings per Johnson & Johnson Share. R object JohnsonJohnson. Time series of frequency 4; index columns from the ts time.
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; ()

quarter

  

quarter

  

integer

  

Quarter, 1-4; #f; ()

value

  

JohnsonJohnson

  

real

  

JohnsonJohnson; #f; ()

1.38 lake-huron🔗ℹ

98 rows × 2 columns. Level of Lake Huron 1875–1972. R object LakeHuron. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

LakeHuron

  

real

  

LakeHuron; #f; ()

1.39 lh🔗ℹ

48 rows × 2 columns. Luteinizing Hormone in Blood Samples. R object lh. Time series of frequency 1; index columns from the ts time.
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

time

  

time

  

integer

  

Time point; #f; ()

value

  

lh

  

real

  

lh; #f; ()

1.40 life-cycle-savings🔗ℹ

50 rows × 6 columns. Intercountry Life-Cycle Savings Data. R object LifeCycleSavings. Data frame. Row names kept as the country column.
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

country

  

row names

  

identifier

  

row names; #f; ()

sr

  

sr

  

real

  

sr; #f; ()

pop15

  

pop15

  

real

  

pop15; #f; ()

pop75

  

pop75

  

real

  

pop75; #f; ()

dpi

  

dpi

  

real

  

dpi; #f; ()

ddpi

  

ddpi

  

real

  

ddpi; #f; ()

1.41 loblolly🔗ℹ

84 rows × 3 columns. Growth of Loblolly pine trees. R object Loblolly. Data frame. nlme groupedData attributes dropped. Numeric row names dropped.
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

height

  

height

  

real

  

height; #f; ()

age

  

age

  

real

  

age; #f; ()

seed

  

Seed

  

categorical

  

Seed; #f; (329 327 325 307 331 311 315 321 319 301 323 309 303 305)

1.42 longley🔗ℹ

16 rows × 7 columns. Longley’s Economic Regression Data. R object longley. Data frame.
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

gnp-deflator

  

GNP.deflator

  

real

  

GNP.deflator; #f; ()

gnp

  

GNP

  

real

  

GNP; #f; ()

unemployed

  

Unemployed

  

real

  

Unemployed; #f; ()

armed-forces

  

Armed.Forces

  

real

  

Armed.Forces; #f; ()

population

  

Population

  

real

  

Population; #f; ()

year

  

Year

  

integer

  

Year; #f; ()

employed

  

Employed

  

real

  

Employed; #f; ()

1.43 luv-colours🔗ℹ

657 rows × 4 columns. All 657 built-in R colors() in CIE Luv colour space. l is upstream’s unscaled value (9341.6 for white), not L* on a 0 to 100 scale. col, the colour name, is an identifier. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: R’s colors(), converted to CIE Luv

Column

  

Original

  

Type

  

Description / unit / levels

l

  

L

  

real

  

Position in Luv colour space; #f; ()

u

  

u

  

real

  

Position in Luv colour space; #f; ()

v

  

v

  

real

  

Position in Luv colour space; #f; ()

col

  

col

  

identifier

  

Colour name; #f; ()

1.44 lynx🔗ℹ

114 rows × 2 columns. Annual Canadian Lynx trappings 1821–1934. R object lynx. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

lynx

  

real

  

lynx; #f; ()

1.45 midwest🔗ℹ

437 rows × 28 columns. Demographics of 437 counties in Illinois, Indiana, Michigan, Ohio and Wisconsin. ggplot2 notes that the original variable descriptions were not documented and the current ones are speculative. pid is an identifier. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: 2000 US census, as documented upstream

Column

  

Original

  

Type

  

Description / unit / levels

pid

  

PID

  

identifier

  

Unique county identifier.; #f; ()

county

  

county

  

string

  

County name.; #f; ()

state

  

state

  

string

  

State to which county belongs to.; #f; ()

area

  

area

  

real

  

Area of county (units unknown).; #f; ()

poptotal

  

poptotal

  

integer

  

Total population.; #f; ()

popdensity

  

popdensity

  

real

  

Population density (person/unit area).; #f; ()

popwhite

  

popwhite

  

integer

  

Number of whites.; #f; ()

popblack

  

popblack

  

integer

  

Number of blacks.; #f; ()

popamerindian

  

popamerindian

  

integer

  

Number of American Indians.; #f; ()

popasian

  

popasian

  

integer

  

Number of Asians.; #f; ()

popother

  

popother

  

integer

  

Number of other races.; #f; ()

percwhite

  

percwhite

  

real

  

Percent white.; #f; ()

percblack

  

percblack

  

real

  

Percent black.; #f; ()

percamerindan

  

percamerindan

  

real

  

Percent American Indian.; #f; ()

percasian

  

percasian

  

real

  

Percent Asian.; #f; ()

percother

  

percother

  

real

  

Percent other races.; #f; ()

popadults

  

popadults

  

integer

  

Number of adults.; #f; ()

perchsd

  

perchsd

  

real

  

Percent with high school diploma.; #f; ()

percollege

  

percollege

  

real

  

Percent college educated.; #f; ()

percprof

  

percprof

  

real

  

Percent with professional degree.; #f; ()

poppovertyknown

  

poppovertyknown

  

integer

  

Population with known poverty status.; #f; ()

percpovertyknown

  

percpovertyknown

  

real

  

Percent of population with known poverty status.; #f; ()

percbelowpoverty

  

percbelowpoverty

  

real

  

Percent of people below poverty line.; #f; ()

percchildbelowpovert

  

percchildbelowpovert

  

real

  

Percent of children below poverty line.; #f; ()

percadultpoverty

  

percadultpoverty

  

real

  

Percent of adults below poverty line.; #f; ()

percelderlypoverty

  

percelderlypoverty

  

real

  

Percent of elderly below poverty line.; #f; ()

inmetro

  

inmetro

  

integer

  

County considered in a metro area.; #f; ()

category

  

category

  

string

  

Miscellaneous.; #f; ()

1.46 morley🔗ℹ

100 rows × 3 columns. Michelson Speed of Light Data. R object morley. Data frame. Numeric row names dropped.
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

expt

  

Expt

  

integer

  

Expt; #f; ()

run

  

Run

  

integer

  

Run; #f; ()

speed

  

Speed

  

integer

  

Speed; #f; ()

1.47 mpg🔗ℹ

234 rows × 11 columns. Fuel economy of 38 popular car models in 1999 and 2008, models with a new release every year in between. Not to be confused with auto-mpg, the UCI 1970-1982 cars. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: US Environmental Protection Agency fuel economy data, https://fueleconomy.gov/

Column

  

Original

  

Type

  

Description / unit / levels

manufacturer

  

manufacturer

  

string

  

manufacturer name; #f; ()

model

  

model

  

string

  

model name; #f; ()

displ

  

displ

  

real

  

engine displacement, in litres; litres; ()

year

  

year

  

integer

  

year of manufacture; #f; ()

cyl

  

cyl

  

integer

  

number of cylinders; #f; ()

trans

  

trans

  

string

  

type of transmission; #f; ()

drv

  

drv

  

string

  

the type of drive train, where f = front-wheel drive, r = rear wheel drive, 4 = 4wd; #f; ()

cty

  

cty

  

integer

  

city miles per gallon; miles per gallon; ()

hwy

  

hwy

  

integer

  

highway miles per gallon; miles per gallon; ()

fl

  

fl

  

string

  

fuel type; #f; ()

class

  

class

  

string

  

"type" of car; #f; ()

1.48 msleep🔗ℹ

83 rows × 11 columns. Sleep times and body and brain weights of 83 mammals, an updated and expanded mammals sleep dataset. name, the common name, is an identifier. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: Savage, V. M. and West, G. B. (2007). A quantitative, theoretical framework for understanding mammalian sleep. PNAS 104(3), 1051-1056; order, conservation status and vore from Wikipedia

Column

  

Original

  

Type

  

Description / unit / levels

name

  

name

  

identifier

  

common name; #f; ()

genus

  

genus

  

string

  

Genus; #f; ()

vore

  

vore

  

string

  

carnivore, omnivore or herbivore?; #f; ()

order

  

order

  

string

  

Taxonomic order; #f; ()

conservation

  

conservation

  

string

  

the conservation status of the animal; #f; ()

sleep-total

  

sleep_total

  

real

  

total amount of sleep, in hours; hours; ()

sleep-rem

  

sleep_rem

  

real

  

rem sleep, in hours; hours; ()

sleep-cycle

  

sleep_cycle

  

real

  

length of sleep cycle, in hours; hours; ()

awake

  

awake

  

real

  

amount of time spent awake, in hours; hours; ()

brainwt

  

brainwt

  

real

  

brain weight in kilograms; kg; ()

bodywt

  

bodywt

  

real

  

body weight in kilograms; kg; ()

1.49 nhtemp🔗ℹ

60 rows × 2 columns. Average Yearly Temperatures in New Haven. R object nhtemp. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

nhtemp

  

real

  

nhtemp; #f; ()

1.50 nile🔗ℹ

100 rows × 2 columns. Flow of the River Nile. R object Nile. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

Nile

  

real

  

Nile; #f; ()

1.51 nottem🔗ℹ

240 rows × 3 columns. Average Monthly Temperatures at Nottingham, 1920–1939. R object nottem. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

nottem

  

real

  

nottem; #f; ()

1.52 npk🔗ℹ

24 rows × 5 columns. Classical N, P, K Factorial Experiment. R object npk. Data frame.
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

block

  

block

  

categorical

  

block; #f; (1 2 3 4 5 6)

n

  

N

  

categorical

  

N; #f; (0 1)

p

  

P

  

categorical

  

P; #f; (0 1)

k

  

K

  

categorical

  

K; #f; (0 1)

yield

  

yield

  

real

  

yield; #f; ()

1.53 nycflights13-airlines🔗ℹ

16 rows × 2 columns. Airline names for the carrier codes of nycflights13-flights. Columns keep their R types: integers stay integers, doubles are reals; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2021). nycflights13: Flights that Departed NYC in 2013. R package version 1.0.2. https://CRAN.R-project.org/package=nycflights13. Data: Bureau of Transportation Statistics, https://www.transtats.bts.gov/DL_SelectFields.asp?Table_ID=236

Column

  

Original

  

Type

  

Description / unit / levels

carrier

  

carrier

  

identifier

  

Two-letter carrier abbreviation; #f; ()

name

  

name

  

string

  

Full airline name; #f; ()

1.54 nycflights13-airports🔗ℹ

1458 rows × 8 columns. Metadata for 1,458 airports; faa joins the origin and dest columns of nycflights13-flights. Columns keep their R types: integers stay integers, doubles are reals; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2021). nycflights13: Flights that Departed NYC in 2013. R package version 1.0.2. https://CRAN.R-project.org/package=nycflights13. Data: OpenFlights, https://openflights.org/data.html, downloaded 2014-06-27

Column

  

Original

  

Type

  

Description / unit / levels

faa

  

faa

  

identifier

  

FAA airport code; #f; ()

name

  

name

  

string

  

Usual name of the airport; #f; ()

lat

  

lat

  

real

  

Latitude; degrees; ()

lon

  

lon

  

real

  

Longitude; degrees; ()

alt

  

alt

  

real

  

Altitude; feet; ()

tz

  

tz

  

real

  

Time zone offset from GMT; hours; ()

dst

  

dst

  

string

  

Daylight saving time zone: A = standard US DST (second Sunday of March to first Sunday of November), U = unknown, N = no DST; #f; ()

tzone

  

tzone

  

string

  

IANA time zone, as determined by the GeoNames web service; #f; ()

1.55 nycflights13-planes🔗ℹ

3322 rows × 9 columns. Plane metadata for the tail numbers of nycflights13-flights found in the FAA aircraft registry. American Airways (AA) and Envoy Air (MQ) report fleet numbers rather than tail numbers, so their flights do not match. Columns keep their R types: integers stay integers, doubles are reals; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2021). nycflights13: Flights that Departed NYC in 2013. R package version 1.0.2. https://CRAN.R-project.org/package=nycflights13. Data: FAA Aircraft Registry, https://www.faa.gov/licenses_certificates/aircraft_certification/aircraft_registry/releasable_aircraft_download/

Column

  

Original

  

Type

  

Description / unit / levels

tailnum

  

tailnum

  

identifier

  

Tail number; #f; ()

year

  

year

  

integer

  

Year manufactured; #f; ()

type

  

type

  

string

  

Type of plane; #f; ()

manufacturer

  

manufacturer

  

string

  

Manufacturer; #f; ()

model

  

model

  

string

  

Model; #f; ()

engines

  

engines

  

integer

  

Number of engines; #f; ()

seats

  

seats

  

integer

  

Number of seats; #f; ()

speed

  

speed

  

integer

  

Average cruising speed; mph; ()

engine

  

engine

  

string

  

Type of engine; #f; ()

1.56 nycflights13-weather🔗ℹ

26115 rows × 15 columns. Hourly meteorological data for the three New York City airports in 2013; joins nycflights13-flights on origin and time-hour. The R POSIXct time_hour (America/New_York) is rendered as an ISO 8601 UTC string, as in nycflights13-flights. Columns keep their R types: integers stay integers, doubles are reals; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2021). nycflights13: Flights that Departed NYC in 2013. R package version 1.0.2. https://CRAN.R-project.org/package=nycflights13. Data: ASOS download from the Iowa Environmental Mesonet, https://mesonet.agron.iastate.edu/request/download.phtml

Column

  

Original

  

Type

  

Description / unit / levels

origin

  

origin

  

string

  

Weather station: EWR, JFK or LGA; #f; ()

year

  

year

  

integer

  

Year of recording; #f; ()

month

  

month

  

integer

  

Month of recording; #f; ()

day

  

day

  

integer

  

Day of recording; #f; ()

hour

  

hour

  

integer

  

Hour of recording, local time; #f; ()

temp

  

temp

  

real

  

Temperature; degrees Fahrenheit; ()

dewp

  

dewp

  

real

  

Dew point; degrees Fahrenheit; ()

humid

  

humid

  

real

  

Relative humidity; percent; ()

wind-dir

  

wind_dir

  

real

  

Wind direction; degrees; ()

wind-speed

  

wind_speed

  

real

  

Wind speed; mph; ()

wind-gust

  

wind_gust

  

real

  

Wind gust speed; mph; ()

precip

  

precip

  

real

  

Precipitation; inches; ()

pressure

  

pressure

  

real

  

Sea level pressure; millibars; ()

visib

  

visib

  

real

  

Visibility; miles; ()

time-hour

  

time_hour

  

string

  

Date and hour of the recording, ISO 8601 UTC; #f; ()

1.57 occupational-status🔗ℹ

64 rows × 3 columns. Occupational Status of Fathers and their Sons. R object occupationalStatus. Contingency table in long form: one row per cell in R array order, zero cells kept.
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

origin

  

origin

  

categorical

  

origin; #f; (1 2 3 4 5 6 7 8)

destination

  

destination

  

categorical

  

destination; #f; (1 2 3 4 5 6 7 8)

count

  

count

  

integer

  

count; #f; ()

1.58 orange🔗ℹ

35 rows × 3 columns. Growth of Orange Trees. R object Orange. Data frame. nlme groupedData attributes dropped.
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

tree

  

Tree

  

categorical

  

Tree; #f; (3 1 5 2 4)

age

  

age

  

real

  

age; #f; ()

circumference

  

circumference

  

real

  

circumference; #f; ()

1.59 orchard-sprays🔗ℹ

64 rows × 4 columns. Potency of Orchard Sprays. R object OrchardSprays. Data frame.
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

decrease

  

decrease

  

real

  

decrease; #f; ()

rowpos

  

rowpos

  

real

  

rowpos; #f; ()

colpos

  

colpos

  

real

  

colpos; #f; ()

treatment

  

treatment

  

categorical

  

treatment; #f; (A B C D E F G H)

1.60 penguins🔗ℹ

344 rows × 8 columns. Adult Adélie, Chinstrap and Gentoo penguins near Palmer Station, Antarctica, 2007–2009. Missing measurements and sexes retained as missing. R factors rendered as labels with levels in metadata; names normalized to kebab-case.
Horst, A. M., Hill, A. P. and Gorman, K. B. (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. doi:10.5281/zenodo.3960218. Data: Gorman, K. B., Williams, T. D. and Fraser, W. R. (2014). Ecological sexual dimorphism and environmental variability within a community of Antarctic penguins (genus Pygoscelis). PLoS ONE 9(3), e90081. doi:10.1371/journal.pone.0090081

Column

  

Original

  

Type

  

Description / unit / levels

species

  

species

  

categorical

  

Penguin species; #f; (Adelie Chinstrap Gentoo)

island

  

island

  

categorical

  

Island in the Palmer Archipelago, Antarctica; #f; (Biscoe Dream Torgersen)

bill-length-mm

  

bill_length_mm

  

real

  

Bill (culmen) length; mm; ()

bill-depth-mm

  

bill_depth_mm

  

real

  

Bill (culmen) depth; mm; ()

flipper-length-mm

  

flipper_length_mm

  

integer

  

Flipper length; mm; ()

body-mass-g

  

body_mass_g

  

integer

  

Body mass; g; ()

sex

  

sex

  

categorical

  

Sex; #f; (female male)

year

  

year

  

integer

  

Study year; #f; ()

1.61 penguins-raw🔗ℹ

344 rows × 17 columns. Unprocessed Palmer Station LTER records behind penguins. Character columns with few values declared categorical with sorted levels; Date Egg rendered as an ISO 8601 string; the delta columns renamed delta-15-n and delta-13-c (original names recorded). Missing values retained.
Horst, A. M., Hill, A. P. and Gorman, K. B. (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. doi:10.5281/zenodo.3960218. Data: Gorman, K. B., Williams, T. D. and Fraser, W. R. (2014). Ecological sexual dimorphism and environmental variability within a community of Antarctic penguins (genus Pygoscelis). PLoS ONE 9(3), e90081. doi:10.1371/journal.pone.0090081

Column

  

Original

  

Type

  

Description / unit / levels

study-name

  

studyName

  

categorical

  

Sampling expedition; #f; (PAL0708 PAL0809 PAL0910)

sample-number

  

Sample Number

  

real

  

Sample number within the expedition; #f; ()

species

  

Species

  

categorical

  

Species; #f; (Adelie Penguin (Pygoscelis adeliae) Chinstrap penguin (Pygoscelis antarctica) Gentoo penguin (Pygoscelis papua))

region

  

Region

  

categorical

  

Region; #f; (Anvers)

island

  

Island

  

categorical

  

Island; #f; (Biscoe Dream Torgersen)

stage

  

Stage

  

categorical

  

Stage; #f; (Adult, 1 Egg Stage)

individual-id

  

Individual ID

  

string

  

Individual penguin identifier; #f; ()

clutch-completion

  

Clutch Completion

  

categorical

  

Whether the study nest was observed with a full clutch of two eggs; #f; (No Yes)

date-egg

  

Date Egg

  

string

  

Date the study nest was observed with one egg (ISO 8601); #f; ()

culmen-length-mm

  

Culmen Length (mm)

  

real

  

Culmen Length (mm); mm; ()

culmen-depth-mm

  

Culmen Depth (mm)

  

real

  

Culmen Depth (mm); mm; ()

flipper-length-mm

  

Flipper Length (mm)

  

real

  

Flipper Length (mm); mm; ()

body-mass-g

  

Body Mass (g)

  

real

  

Body Mass (g); g; ()

sex

  

Sex

  

categorical

  

Sex; #f; (FEMALE MALE)

delta-15-n

  

Delta 15 N (o/oo)

  

real

  

Ratio of stable nitrogen isotopes 15N:14N; per mil (o/oo); ()

delta-13-c

  

Delta 13 C (o/oo)

  

real

  

Ratio of stable carbon isotopes 13C:12C; per mil (o/oo); ()

comments

  

Comments

  

string

  

Comments; #f; ()

1.62 precip🔗ℹ

70 rows × 2 columns. Annual Precipitation in US Cities. R object precip. Named vector as name and value columns. Names repeat, so name is not an identifier.
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

name

  

names

  

string

  

Name; #f; ()

value

  

precip

  

real

  

precip; #f; ()

1.63 presidential🔗ℹ

12 rows × 4 columns. Terms of the 12 US presidents from Eisenhower to Trump, 1953 to 2021. The R Date columns start and end are ISO 8601 date strings. name is not unique: Bush appears twice. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: public domain, as documented upstream

Column

  

Original

  

Type

  

Description / unit / levels

name

  

name

  

string

  

Last name of president; #f; ()

start

  

start

  

string

  

Presidency start date; #f; ()

end

  

end

  

string

  

Presidency end date; #f; ()

party

  

party

  

string

  

Party of president; #f; ()

1.64 presidents🔗ℹ

120 rows × 3 columns. Quarterly Approval Ratings of US Presidents. R object presidents. Time series of frequency 4; index columns from the ts time.
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; ()

quarter

  

quarter

  

integer

  

Quarter, 1-4; #f; ()

value

  

presidents

  

real

  

presidents; #f; ()

1.65 pressure🔗ℹ

19 rows × 2 columns. Vapor Pressure of Mercury as a Function of Temperature. R object pressure. Data frame.
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

temperature

  

temperature

  

real

  

temperature; #f; ()

pressure

  

pressure

  

real

  

pressure; #f; ()

1.66 puromycin🔗ℹ

23 rows × 3 columns. Reaction Velocity of an Enzymatic Reaction. R object Puromycin. Data frame.
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

conc

  

conc

  

real

  

conc; #f; ()

rate

  

rate

  

real

  

rate; #f; ()

state

  

state

  

categorical

  

state; #f; (treated untreated)

1.67 quakes🔗ℹ

1000 rows × 5 columns. Locations of Earthquakes off Fiji. R object quakes. Data frame.
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

lat

  

lat

  

real

  

lat; #f; ()

long

  

long

  

real

  

long; #f; ()

depth

  

depth

  

integer

  

depth; #f; ()

mag

  

mag

  

real

  

mag; #f; ()

stations

  

stations

  

integer

  

stations; #f; ()

1.68 randu🔗ℹ

400 rows × 3 columns. Random Numbers from Congruential Generator RANDU. R object randu. Data frame.
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

x

  

x

  

real

  

x; #f; ()

y

  

y

  

real

  

y; #f; ()

z

  

z

  

real

  

z; #f; ()

1.69 rivers🔗ℹ

141 rows × 1 columns. Lengths of Major North American Rivers. R object rivers. Vector as a value column.
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

value

  

rivers

  

real

  

rivers; #f; ()

1.70 rock🔗ℹ

48 rows × 4 columns. Measurements on Petroleum Rock Samples. R object rock. Data frame.
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

area

  

area

  

integer

  

area; #f; ()

peri

  

peri

  

real

  

peri; #f; ()

shape

  

shape

  

real

  

shape; #f; ()

perm

  

perm

  

real

  

perm; #f; ()

1.71 seals🔗ℹ

1155 rows × 4 columns. A vector field of seal movements: 1,155 grid points with the movement at each. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: Brillinger, D. R., Preisler, H. K., Ager, A. A. and Kie, J. G. (2004). An exploratory data analysis (EDA) of the paths of moving animals. Journal of Statistical Planning and Inference 122, 43-63

Column

  

Original

  

Type

  

Description / unit / levels

lat

  

lat

  

real

  

Latitude; degrees; ()

long

  

long

  

real

  

Longitude; degrees; ()

delta-long

  

delta_long

  

real

  

Change in longitude; degrees; ()

delta-lat

  

delta_lat

  

real

  

Change in latitude; degrees; ()

1.72 seatbelts🔗ℹ

192 rows × 10 columns. Road Casualties in Great Britain 1969–84. R object Seatbelts. Time series of frequency 12; index columns from the ts time.
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; ()

drivers-killed

  

DriversKilled

  

real

  

DriversKilled; #f; ()

drivers

  

drivers

  

real

  

drivers; #f; ()

front

  

front

  

real

  

front; #f; ()

rear

  

rear

  

real

  

rear; #f; ()

kms

  

kms

  

real

  

kms; #f; ()

petrol-price

  

PetrolPrice

  

real

  

PetrolPrice; #f; ()

van-killed

  

VanKilled

  

real

  

VanKilled; #f; ()

law

  

law

  

real

  

law; #f; ()

1.73 sleep🔗ℹ

20 rows × 3 columns. Student’s Sleep Data. R object sleep. Data frame.
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

extra

  

extra

  

real

  

extra; #f; ()

group

  

group

  

categorical

  

group; #f; (1 2)

id

  

ID

  

categorical

  

ID; #f; (1 2 3 4 5 6 7 8 9 10)

1.74 stackloss🔗ℹ

21 rows × 4 columns. Brownlee’s Stack Loss Plant Data. R object stackloss. Data frame.
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

air-flow

  

Air.Flow

  

real

  

Air.Flow; #f; ()

water-temp

  

Water.Temp

  

real

  

Water.Temp; #f; ()

acid-conc

  

Acid.Conc.

  

real

  

Acid.Conc.; #f; ()

stack-loss

  

stack.loss

  

real

  

stack.loss; #f; ()

1.75 state🔗ℹ

50 rows × 15 columns. US State Facts and Figures. R objects state.name, state.abb, state.region, state.division, state.area, state.center, state.x77. One row per state, joining the state.* vectors and the columns of state.x77; state.x77 Area renamed land-area.
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

name

  

state.name

  

identifier

  

state.name; #f; ()

abb

  

state.abb

  

string

  

state.abb; #f; ()

region

  

state.region

  

categorical

  

state.region; #f; (Northeast South North Central West)

division

  

state.division

  

categorical

  

state.division; #f; (New England Middle Atlantic South Atlantic East South Central West South Central East North Central West North Central Mountain Pacific)

area

  

state.area

  

real

  

state.area; #f; ()

center-x

  

state.center$x

  

real

  

state.center$x; #f; ()

center-y

  

state.center$y

  

real

  

state.center$y; #f; ()

population

  

state.x77[, "Population"]

  

real

  

state.x77[, "Population"]; #f; ()

income

  

state.x77[, "Income"]

  

real

  

state.x77[, "Income"]; #f; ()

illiteracy

  

state.x77[, "Illiteracy"]

  

real

  

state.x77[, "Illiteracy"]; #f; ()

life-exp

  

state.x77[, "Life Exp"]

  

real

  

state.x77[, "Life Exp"]; #f; ()

murder

  

state.x77[, "Murder"]

  

real

  

state.x77[, "Murder"]; #f; ()

hs-grad

  

state.x77[, "HS Grad"]

  

real

  

state.x77[, "HS Grad"]; #f; ()

frost

  

state.x77[, "Frost"]

  

real

  

state.x77[, "Frost"]; #f; ()

land-area

  

state.x77[, "Area"]

  

real

  

state.x77[, "Area"]; #f; ()

1.76 sunspot-month🔗ℹ

3177 rows × 3 columns. Monthly Sunspot Data, from 1749 to "Present". R object sunspot.month. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

sunspot.month

  

real

  

sunspot.month; #f; ()

1.77 sunspot-year🔗ℹ

289 rows × 2 columns. Yearly Sunspot Data, 1700–1988. R object sunspot.year. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

sunspot.year

  

real

  

sunspot.year; #f; ()

1.78 sunspots🔗ℹ

2820 rows × 3 columns. Monthly Sunspot Numbers, 1749–1983. R object sunspots. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

sunspots

  

real

  

sunspots; #f; ()

1.79 swiss🔗ℹ

47 rows × 7 columns. Swiss Fertility and Socioeconomic Indicators (1888) Data. R object swiss. Data frame. Row names kept as the province column.
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

province

  

row names

  

identifier

  

row names; #f; ()

fertility

  

Fertility

  

real

  

Fertility; #f; ()

agriculture

  

Agriculture

  

real

  

Agriculture; #f; ()

examination

  

Examination

  

integer

  

Examination; #f; ()

education

  

Education

  

integer

  

Education; #f; ()

catholic

  

Catholic

  

real

  

Catholic; #f; ()

infant-mortality

  

Infant.Mortality

  

real

  

Infant.Mortality; #f; ()

1.80 theoph🔗ℹ

132 rows × 5 columns. Pharmacokinetics of Theophylline. R object Theoph. Data frame. nlme groupedData attributes dropped.
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

subject

  

Subject

  

categorical

  

Subject; #f; (6 7 8 11 3 2 4 9 12 10 1 5)

wt

  

Wt

  

real

  

Wt; #f; ()

dose

  

Dose

  

real

  

Dose; #f; ()

time

  

Time

  

real

  

Time; #f; ()

conc

  

conc

  

real

  

conc; #f; ()

1.81 titanic-passengers🔗ℹ

891 rows × 12 columns. The 891-passenger Kaggle training set (titanic_train). The 418-passenger test set is not included: it has no survival labels. The 177 missing ages are retained as missing; empty cabin (687) and embarked (2) strings are rendered as missing. Ticket stays a string column. Not to be confused with titanic, the 32-cell R contingency table.
Hendricks, P. (2015). titanic: Titanic Passenger Survival Data Set. R package version 0.1.0. Data: Kaggle, Titanic: Machine Learning from Disaster, https://www.kaggle.com/c/titanic/data
titanic 0.1.0; CC0-1.0

Column

  

Original

  

Type

  

Description / unit / levels

passenger-id

  

PassengerId

  

identifier

  

Passenger ID; #f; ()

survived

  

Survived

  

integer

  

Survival: 0 = died, 1 = survived; #f; ()

pclass

  

Pclass

  

integer

  

Ticket class: 1 = 1st, 2 = 2nd, 3 = 3rd; #f; ()

name

  

Name

  

string

  

Name; #f; ()

sex

  

Sex

  

categorical

  

Sex; #f; (female male)

age

  

Age

  

real

  

Age; years; ()

sib-sp

  

SibSp

  

integer

  

Siblings and spouses aboard; #f; ()

parch

  

Parch

  

integer

  

Parents and children aboard; #f; ()

ticket

  

Ticket

  

string

  

Ticket number; #f; ()

fare

  

Fare

  

real

  

Passenger fare; #f; ()

cabin

  

Cabin

  

string

  

Cabin; #f; ()

embarked

  

Embarked

  

categorical

  

Port of embarkation: C = Cherbourg, Q = Queenstown, S = Southampton; #f; (C Q S)

1.82 treering🔗ℹ

7980 rows × 2 columns. Yearly Treering Data, -6000–1979. R object treering. Time series of frequency 1; index columns from the ts time.
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; ()

value

  

treering

  

real

  

treering; #f; ()

1.83 trees🔗ℹ

31 rows × 3 columns. Diameter, Height and Volume for Black Cherry Trees. R object trees. Data frame.
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

girth

  

Girth

  

real

  

Girth; #f; ()

height

  

Height

  

real

  

Height; #f; ()

volume

  

Volume

  

real

  

Volume; #f; ()

1.84 txhousing🔗ℹ

8602 rows × 9 columns. Monthly housing market statistics for 46 Texas multiple listing service areas, January 2000 to July 2015. date is a real. Columns keep their R types: integers stay integers, doubles are reals, character columns are strings; names normalized to kebab-case; R NA rendered as missing.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. R package ggplot2 version 4.0.3, https://CRAN.R-project.org/package=ggplot2. Data: Texas A&M Real Estate Center, https://trerc.tamu.edu/

Column

  

Original

  

Type

  

Description / unit / levels

city

  

city

  

string

  

Name of multiple listing service (MLS) area; #f; ()

year

  

year

  

integer

  

Year; #f; ()

month

  

month

  

integer

  

Month; #f; ()

sales

  

sales

  

real

  

Number of sales; #f; ()

volume

  

volume

  

real

  

Total value of sales; US dollars; ()

median

  

median

  

real

  

Median sale price; US dollars; ()

listings

  

listings

  

real

  

Total active listings; #f; ()

inventory

  

inventory

  

real

  

"Months inventory": amount of time it would take to sell all current listings at current pace of sales.; months; ()

date

  

date

  

real

  

Year and month as a decimal year, year + (month - 1) / 12; #f; ()

1.85 ucb-admissions🔗ℹ

24 rows × 4 columns. Student Admissions at UC Berkeley. R object UCBAdmissions. Contingency table in long form: one row per cell in R array order, zero cells kept.
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

admit

  

Admit

  

categorical

  

Admit; #f; (Admitted Rejected)

gender

  

Gender

  

categorical

  

Gender; #f; (Male Female)

dept

  

Dept

  

categorical

  

Dept; #f; (A B C D E F)

count

  

count

  

real

  

count; #f; ()

1.86 uk-driver-deaths🔗ℹ

192 rows × 3 columns. Road Casualties in Great Britain 1969–84. R object UKDriverDeaths. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

UKDriverDeaths

  

real

  

UKDriverDeaths; #f; ()

1.87 uk-gas🔗ℹ

108 rows × 3 columns. UK Quarterly Gas Consumption. R object UKgas. Time series of frequency 4; index columns from the ts time.
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; ()

quarter

  

quarter

  

integer

  

Quarter, 1-4; #f; ()

value

  

UKgas

  

real

  

UKgas; #f; ()

1.88 uk-lung-deaths🔗ℹ

72 rows × 5 columns. Monthly Deaths from Lung Diseases in the UK. R objects ldeaths, mdeaths, fdeaths. Time series of frequency 12; index columns from the ts time. Series that share one index joined as columns.
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

  

year; #f; ()

month

  

month

  

integer

  

month; #f; ()

ldeaths

  

ldeaths

  

real

  

ldeaths; #f; ()

mdeaths

  

mdeaths

  

real

  

mdeaths; #f; ()

fdeaths

  

fdeaths

  

real

  

fdeaths; #f; ()

1.89 us-acc-deaths🔗ℹ

72 rows × 3 columns. Accidental Deaths in the US 1973–1978. R object USAccDeaths. Time series of frequency 12; index columns from the ts time.
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; ()

value

  

USAccDeaths

  

real

  

USAccDeaths; #f; ()

1.90 us-cities-d🔗ℹ

45 rows × 3 columns. Distances Between European Cities and Between US Cities. R object UScitiesD. Distance matrix as one row per pair (lower triangle) in R dist order.
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

from

  

labels

  

string

  

First city; #f; ()

to

  

labels

  

string

  

Second city; #f; ()

distance

  

UScitiesD

  

integer

  

Distance; #f; ()

1.91 us-judge-ratings🔗ℹ

43 rows × 13 columns. Lawyers’ Ratings of State Judges in the US Superior Court. R object USJudgeRatings. Data frame. Row names kept as the judge column.
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

judge

  

row names

  

identifier

  

row names; #f; ()

cont

  

CONT

  

real

  

CONT; #f; ()

intg

  

INTG

  

real

  

INTG; #f; ()

dmnr

  

DMNR

  

real

  

DMNR; #f; ()

dilg

  

DILG

  

real

  

DILG; #f; ()

cfmg

  

CFMG

  

real

  

CFMG; #f; ()

deci

  

DECI

  

real

  

DECI; #f; ()

prep

  

PREP

  

real

  

PREP; #f; ()

fami

  

FAMI

  

real

  

FAMI; #f; ()

oral

  

ORAL

  

real

  

ORAL; #f; ()

writ

  

WRIT

  

real

  

WRIT; #f; ()

phys

  

PHYS

  

real

  

PHYS; #f; ()

rten

  

RTEN

  

real

  

RTEN; #f; ()

1.92 us-personal-expenditure🔗ℹ

5 rows × 6 columns. Personal Expenditure Data. R object USPersonalExpenditure. Matrix.
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

category

  

row names

  

identifier

  

row names; #f; ()

1940

  

1940

  

real

  

1940; #f; ()

1945

  

1945

  

real

  

1945; #f; ()

1950

  

1950

  

real

  

1950; #f; ()

1955

  

1955

  

real

  

1955; #f; ()

1960

  

1960

  

real

  

1960; #f; ()

1.93 uspop🔗ℹ

19 rows × 2 columns. Populations Recorded by the US Census. R object uspop. Time series of frequency 0.1; index columns from the ts time.
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; ()

value

  

uspop

  

real

  

uspop; #f; ()

1.94 va-deaths🔗ℹ

5 rows × 5 columns. Death Rates in Virginia (1940). R object VADeaths. Matrix.
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

age-group

  

row names

  

identifier

  

row names; #f; ()

rural-male

  

Rural Male

  

real

  

Rural Male; #f; ()

rural-female

  

Rural Female

  

real

  

Rural Female; #f; ()

urban-male

  

Urban Male

  

real

  

Urban Male; #f; ()

urban-female

  

Urban Female

  

real

  

Urban Female; #f; ()

1.95 volcano🔗ℹ

5307 rows × 3 columns. Topographic Information on Auckland’s Maunga Whau Volcano. R object volcano. Grid in long form: one row per cell, column-major.
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

row

  

row

  

integer

  

Grid row; #f; ()

column

  

column

  

integer

  

Grid column; #f; ()

value

  

volcano

  

real

  

Height; #f; ()

1.96 warpbreaks🔗ℹ

54 rows × 3 columns. The Number of Breaks in Yarn during Weaving. R object warpbreaks. Data frame.
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

breaks

  

breaks

  

real

  

breaks; #f; ()

wool

  

wool

  

categorical

  

wool; #f; (A B)

tension

  

tension

  

categorical

  

tension; #f; (L M H)

1.97 women🔗ℹ

15 rows × 2 columns. Average Heights and Weights for American Women. R object women. Data frame.
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

height

  

height

  

real

  

height; #f; ()

weight

  

weight

  

real

  

weight; #f; ()

1.98 world-phones🔗ℹ

7 rows × 8 columns. The World’s Telephones. R object WorldPhones. Matrix.
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

  

row names

  

integer

  

row names; #f; ()

n-amer

  

N.Amer

  

real

  

N.Amer; #f; ()

europe

  

Europe

  

real

  

Europe; #f; ()

asia

  

Asia

  

real

  

Asia; #f; ()

s-amer

  

S.Amer

  

real

  

S.Amer; #f; ()

oceania

  

Oceania

  

real

  

Oceania; #f; ()

africa

  

Africa

  

real

  

Africa; #f; ()

mid-amer

  

Mid.Amer

  

real

  

Mid.Amer; #f; ()

1.99 www-usage🔗ℹ

100 rows × 2 columns. Internet Usage per Minute. R object WWWusage. Time series of frequency 1; index columns from the ts time.
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

time

  

time

  

integer

  

Time point; #f; ()

value

  

WWWusage

  

real

  

WWWusage; #f; ()