Knowledge seeker's blog: 2019

Data sets in package ‘boot’:

acme Monthly Excess Returns
aids Delay in AIDS Reporting in England and Wales
aircondit Failures of Air-conditioning Equipment
aircondit7 Failures of Air-conditioning Equipment
amis Car Speeding and Warning Signs
aml Remission Times for Acute Myelogenous Leukaemia
beaver Beaver Body Temperature Data
bigcity Population of U.S. Cities
brambles Spatial Location of Bramble Canes
breslow Smoking Deaths Among Doctors
calcium Calcium Uptake Data
cane Sugar-cane Disease Data
capability Simulated Manufacturing Process Data
catsM Weight Data for Domestic Cats
cav Position of Muscle Caveolae
cd4 CD4 Counts for HIV-Positive Patients
cd4.nested Nested Bootstrap of cd4 data
channing Channing House Data
city Population of U.S. Cities
claridge Genetic Links to Left-handedness
cloth Number of Flaws in Cloth
co.transfer Carbon Monoxide Transfer
coal Dates of Coal Mining Disasters
darwin Darwin's Plant Height Differences
dogs Cardiac Data for Domestic Dogs
downs.bc Incidence of Down's Syndrome in British Columbia
ducks Behavioral and Plumage Characteristics of Hybrid Ducks
fir Counts of Balsam-fir Seedlings
frets Head Dimensions in Brothers
grav Acceleration Due to Gravity
gravity Acceleration Due to Gravity
hirose Failure Time of PET Film
islay Jura Quartzite Azimuths on Islay
manaus Average Heights of the Rio Negro river at Manaus
melanoma Survival from Malignant Melanoma
motor Data from a Simulated Motorcycle Accident
neuro Neurophysiological Point Process Data
nitrofen Toxicity of Nitrofen in Aquatic Systems
nodal Nodal Involvement in Prostate Cancer
nuclear Nuclear Power Station Construction Data
paulsen Neurotransmission in Guinea Pig Brains
poisons Animal Survival Times
polar Pole Positions of New Caledonian Laterites
remission Cancer Remission and Cell Activity
salinity Water Salinity and River Discharge
survival Survival of Rats after Radiation Doses
tau Tau Particle Decay Modes
tuna Tuna Sighting Data
urine Urine Analysis Data
wool Australian Relative Wool Prices

Data sets in package ‘broom’:

argument_glossary Allowed argument names in tidiers
column_glossary Allowed column names in tidied tibbles

Data sets in package ‘carData’:

AMSsurvey American Math Society Survey Data
Adler Experimenter Expectations
Angell Moral Integration of American Cities
Anscombe U. S. State Public-School Expenditures
Arrests Arrests for Marijuana Possession
BEPS British Election Panel Study
Baumann Methods of Teaching Reading Comprehension
Bfox Canadian Women's Labour-Force Participation
Blackmore Exercise Histories of Eating-Disordered and Control Subjects
Burt Fraudulent Data on IQs of Twins Raised Apart
CES11 2011 Canadian National Election Study, With Attitude Toward Abortion
CanPop Canadian Population Data
Chile Voting Intentions in the 1988 Chilean Plebiscite
Chirot The 1907 Romanian Peasant Rebellion
Cowles Cowles and Davis's Data on Volunteering
Davis Self-Reports of Height and Weight
DavisThin Davis's Data on Drive for Thinness
Depredations Minnesota Wolf Depredation Data
Duncan Duncan's Occupational Prestige Data
Ericksen The 1980 U.S. Census Undercount
Florida Florida County Voting
Freedman Crowding and Crime in U. S. Metropolitan Areas
Friendly Format Effects on Recall
GSSvocab Data from the General Social Survey (GSS) from the National Opinion Research Center of the University of Chicago.
Ginzberg Data on Depression
Greene Refugee Appeals
Guyer Anonymity and Cooperation
Hartnagel Canadian Crime-Rates Time Series
Highway1 Highway Accidents
KosteckiDillon Treatment of Migraine Headaches
Leinhardt Data on Infant-Mortality
LoBD Cancer drug data use to provide an example of the
use of the skew power distributions.
Mandel Contrived Collinear Data
Migration Canadian Interprovincial Migration Data
Moore Status, Authoritarianism, and Conformity
MplsDemo Minneapolis Demographic Data 2015, by Neighborhood
MplsStops Minneapolis Police Department 2017 Stop Data
Mroz U.S. Women's Labor-Force Participation
OBrienKaiser O'Brien and Kaiser's Repeated-Measures Data
Ornstein Interlocking Directorates Among Major Canadian Firms
Pottery Chemical Composition of Pottery
Prestige Prestige of Canadian Occupations
Quartet Four Regression Datasets
Robey Fertility and Contraception
Rossi Rossi et al.'s Criminal Recidivism Data
SLID Survey of Labour and Income Dynamics
Sahlins Agricultural Production in Mazulu Village
Salaries Salaries for Professors
Soils Soil Compositions of Physical and Chemical Characteristics
States Education and Related Statistics for the U.S. States
TitanicSurvival Survival of Passengers on the Titanic
Transact Transaction data
UN National Statistics from the United Nations, Mostly From 2009-2011
UN98 United Nations Social Indicators Data 1998]
USPop Population of the United States
Vocab Vocabulary and Education
WVS World Values Surveys
WeightLoss Weight Loss Data
Wells Well Switching in Bangladesh
Womenlf Canadian Women's Labour-Force Participation
Wong Post-Coma Recovery of IQ
Wool Wool data

Data sets in package ‘caret’:

GermanCredit German Credit Data
Sacramento Sacramento CA Home Prices
absorp (tecator) Fat, Water and Protein Content of Meat Samples
bbbDescr (BloodBrain) Blood Brain Barrier Data
cars Kelly Blue Book resale data for 2005 model year GM cars
cox2Class (cox2) COX-2 Activity Data
cox2Descr (cox2) COX-2 Activity Data
cox2IC50 (cox2) COX-2 Activity Data
dhfr Dihydrofolate Reductase Inhibitors Data
endpoints (tecator) Fat, Water and Protein Content of Meat Samples
fattyAcids (oil) Fatty acid composition of commercial oils
logBBB (BloodBrain) Blood Brain Barrier Data
mdrrClass (mdrr) Multidrug Resistance Reversal (MDRR) Agent Data
mdrrDescr (mdrr) Multidrug Resistance Reversal (MDRR) Agent Data
oilType (oil) Fatty acid composition of commercial oils
potteryClass (pottery) Pottery from Pre-Classical Sites in Italy
scat Morphometric Data on Scat
scat_orig (scat) Morphometric Data on Scat
segmentationData Cell Body Segmentation

Data sets in package ‘cluster’:

agriculture European Union Agricultural Workforces
animals Attributes of Animals
chorSub Subset of C-horizon of Kola Data
flower Flower Characteristics
plantTraits Plant Species Traits Data
pluton Isotopic Composition Plutonium Batches
ruspini Ruspini Data
votes.repub Votes for Republican Candidate in Presidential Elections
xclara Bivariate Data Set with 3 Clusters

Data sets in package ‘colorspace’:

USSouthPolygon Polygon for County Map of US South States: Alabama, Georgia, and South Carolina
max_chroma_table Compute Maximum Chroma for Given Hue and Luminance in HCL

Data sets in package ‘datasets’:

AirPassengers Monthly Airline Passenger Numbers 1949-1960
BJsales Sales Data with Leading Indicator
BJsales.lead (BJsales) Sales Data with Leading Indicator
BOD Biochemical Oxygen Demand
CO2 Carbon Dioxide Uptake in Grass Plants
ChickWeight Weight versus age of chicks on different diets
DNase Elisa assay of DNase
EuStockMarkets Daily Closing Prices of Major European Stock Indices, 1991-1998
Formaldehyde Determination of Formaldehyde
HairEyeColor Hair and Eye Color of Statistics Students
Harman23.cor Harman Example 2.3
Harman74.cor Harman Example 7.4
Indometh Pharmacokinetics of Indomethacin
InsectSprays Effectiveness of Insect Sprays
JohnsonJohnson Quarterly Earnings per Johnson & Johnson Share
LakeHuron Level of Lake Huron 1875-1972
LifeCycleSavings Intercountry Life-Cycle Savings Data
Loblolly Growth of Loblolly pine trees
Nile Flow of the River Nile
Orange Growth of Orange Trees
OrchardSprays Potency of Orchard Sprays
PlantGrowth Results from an Experiment on Plant Growth
Puromycin Reaction Velocity of an Enzymatic Reaction
Seatbelts Road Casualties in Great Britain 1969-84
Theoph Pharmacokinetics of Theophylline
Titanic Survival of passengers on the Titanic
ToothGrowth The Effect of Vitamin C on Tooth Growth in Guinea Pigs
UCBAdmissions Student Admissions at UC Berkeley
UKDriverDeaths Road Casualties in Great Britain 1969-84
UKgas UK Quarterly Gas Consumption
USAccDeaths Accidental Deaths in the US 1973-1978
USArrests Violent Crime Rates by US State
USJudgeRatings Lawyers' Ratings of State Judges in the US Superior Court
USPersonalExpenditure Personal Expenditure Data
UScitiesD Distances Between European Cities and Between US Cities
VADeaths Death Rates in Virginia (1940)
WWWusage Internet Usage per Minute
WorldPhones The World's Telephones
ability.cov Ability and Intelligence Tests
airmiles Passenger Miles on Commercial US Airlines, 1937-1960
airquality New York Air Quality Measurements
anscombe Anscombe's Quartet of 'Identical' Simple Linear Regressions
attenu The Joyner-Boore Attenuation Data
attitude The Chatterjee-Price Attitude Data
austres Quarterly Time Series of the Number of Australian Residents
beaver1 (beavers) Body Temperature Series of Two Beavers
beaver2 (beavers) Body Temperature Series of Two Beavers
cars Speed and Stopping Distances of Cars
chickwts Chicken Weights by Feed Type
co2 Mauna Loa Atmospheric CO2 Concentration
crimtab Student's 3000 Criminals Data
discoveries Yearly Numbers of Important Discoveries
esoph Smoking, Alcohol and (O)esophageal Cancer
euro Conversion Rates of Euro Currencies
euro.cross (euro) Conversion Rates of Euro Currencies
eurodist Distances Between European Cities and Between US Cities
faithful Old Faithful Geyser Data
fdeaths (UKLungDeaths) Monthly Deaths from Lung Diseases in the UK
freeny Freeny's Revenue Data
freeny.x (freeny) Freeny's Revenue Data
freeny.y (freeny) Freeny's Revenue Data
infert Infertility after Spontaneous and Induced Abortion
iris Edgar Anderson's Iris Data
iris3 Edgar Anderson's Iris Data
islands Areas of the World's Major Landmasses
ldeaths (UKLungDeaths) Monthly Deaths from Lung Diseases in the UK
lh Luteinizing Hormone in Blood Samples
longley Longley's Economic Regression Data
lynx Annual Canadian Lynx trappings 1821-1934
mdeaths (UKLungDeaths) Monthly Deaths from Lung Diseases in the UK
morley Michelson Speed of Light Data
mtcars Motor Trend Car Road Tests
nhtemp Average Yearly Temperatures in New Haven
nottem Average Monthly Temperatures at Nottingham, 1920-1939
npk Classical N, P, K Factorial Experiment
occupationalStatus Occupational Status of Fathers and their Sons
precip Annual Precipitation in US Cities
presidents Quarterly Approval Ratings of US Presidents
pressure Vapor Pressure of Mercury as a Function of Temperature
quakes Locations of Earthquakes off Fiji
randu Random Numbers from Congruential Generator RANDU
rivers Lengths of Major North American Rivers
rock Measurements on Petroleum Rock Samples
sleep Student's Sleep Data
stack.loss (stackloss) Brownlee's Stack Loss Plant Data
stack.x (stackloss) Brownlee's Stack Loss Plant Data
stackloss Brownlee's Stack Loss Plant Data
state.abb (state) US State Facts and Figures
state.area (state) US State Facts and Figures
state.center (state) US State Facts and Figures
state.division (state) US State Facts and Figures
state.name (state) US State Facts and Figures
state.region (state) US State Facts and Figures
state.x77 (state) US State Facts and Figures
sunspot.month Monthly Sunspot Data, from 1749 to "Present"
sunspot.year Yearly Sunspot Data, 1700-1988
sunspots Monthly Sunspot Numbers, 1749-1983
swiss Swiss Fertility and Socioeconomic Indicators (1888) Data
treering Yearly Treering Data, -6000-1979
trees Diameter, Height and Volume for Black Cherry Trees
uspop Populations Recorded by the US Census
volcano Topographic Information on Auckland's Maunga Whau Volcano
warpbreaks The Number of Breaks in Yarn during Weaving
women Average Heights and Weights for American Women

Data sets in package ‘dplyr’:

band_instruments Band membership
band_instruments2 Band membership
band_members Band membership
nasa NASA spatio-temporal data
starwars Starwars characters
storms Storm tracks data

Data sets in package ‘forcats’:

gss_cat A sample of categorical variables from the General Social survey

Data sets in package ‘gam’:

gam.data Simulated dataset for gam
gam.newdata Simulated dataset for gam
kyphosis A classic example dataset for GAMs

Data sets in package ‘gapminder’:

continent_colors Gapminder color schemes.
country_codes Country codes
country_colors Gapminder color schemes.
gapminder Gapminder data.
gapminder_unfiltered Gapminder data, unfiltered.

Data sets in package ‘GGally’:

australia_PISA2012 Programme for International Student Assesment (PISA) 2012 Data for Australia
flea Historical data used for classification examples.
happy Data related to happiness from the General Social Survey, 1972-2006.
nasa Data from the Data Expo JSM 2006.
pigs United Kingdom Pig Production
psychademic UCLA canonical correlation analysis data
twitter_spambots Twitter spambots

Data sets in package ‘ggplot2’:

diamonds Prices of 50,000 round cut diamonds
economics US economic time series
economics_long US economic time series
faithfuld 2d density estimate of Old Faithful data
luv_colours 'colors()' in Luv space
midwest Midwest demographics
mpg Fuel economy data from 1999 and 2008 for 38 popular models of car
msleep An updated and expanded version of the mammals sleep dataset
presidential Terms of 11 presidents from Eisenhower to Obama
seals Vector field of seal movements
txhousing Housing sales in TX

Data sets in package ‘glmnet’:

beta_CVX (CVXResults) Simulated data for the glmnet vignette
x (BinomialExample) Simulated data for the glmnet vignette
x (CoxExample) Simulated data for the glmnet vignette
x (MultiGaussianExample) Simulated data for the glmnet vignette
x (MultinomialExample) Simulated data for the glmnet vignette
x (PoissonExample) Simulated data for the glmnet vignette
x (QuickStartExample) Simulated data for the glmnet vignette
x (SparseExample) Simulated data for the glmnet vignette
y (BinomialExample) Simulated data for the glmnet vignette
y (CoxExample) Simulated data for the glmnet vignette
y (MultiGaussianExample) Simulated data for the glmnet vignette
y (MultinomialExample) Simulated data for the glmnet vignette
y (PoissonExample) Simulated data for the glmnet vignette
y (QuickStartExample) Simulated data for the glmnet vignette
y (SparseExample) Simulated data for the glmnet vignette

Data sets in package ‘grpreg’:

Birthwt Risk Factors Associated with Low Infant Birth Weight
Lung VA lung cancer data set
birthwt.grpreg Risk Factors Associated with Low Infant Birth Weight

Data sets in package ‘htmlTable’:

SCB Average age in Sweden

Data sets in package ‘ipred’:

DLBCL Diffuse Large B-Cell Lymphoma
GlaucomaMVF Glaucoma Database
Smoking Smoking Styles
dystrophy Detection of muscular dystrophy carriers.

Data sets in package ‘ISLR’:

Auto Auto Data Set
Caravan The Insurance Company (TIC) Benchmark
Carseats Sales of Child Car Seats
College U.S. News and World Report's College Data
Credit Credit Card Balance Data
Default Credit Card Default Data
Hitters Baseball Data
Khan Khan Gene Data
NCI60 NCI 60 Data
OJ Orange Juice Data
Portfolio Portfolio Data
Smarket S&P Stock Market Data
Wage Mid-Atlantic Wage Data
Weekly Weekly S&P Stock Market Data

Data sets in package ‘kernlab’:

income Income Data
musk Musk data set
promotergene E. coli promoter gene sequences (DNA)
reuters Reuters Text Data
rlabels (reuters) Reuters Text Data
spam Spam E-mail Database
spirals Spirals Dataset
ticdata The Insurance Company Data

Data sets in package ‘lars’:

diabetes Blood and other measurements in diabetics

Data sets in package ‘lattice’:

USMortality Mortality Rates in US by Cause and Gender
USRegionalMortality Mortality Rates in US by Cause and Gender
barley Yield data from a Minnesota barley trial
environmental Atmospheric environmental conditions in New York City
ethanol Engine exhaust fumes from burning ethanol
melanoma Melanoma skin cancer incidence
singer Heights of New York Choral Society singers

Data sets in package ‘latticeExtra’:

EastAuClimate Climate of the East Coast of Australia
SeatacWeather Daily Rainfall and Temperature at the
Seattle-Tacoma Airport
USAge.df US national population estimates
USAge.table US national population estimates
USCancerRates Rate of Death Due to Cancer in US Counties
ancestry Modal ancestry by County according to US 2000 Census
biocAccess Hourly access attempts to Bioconductor website
gvhd10 Flow cytometry data from five samples from a patient
postdoc Reasons for Taking First Postdoctoral Appointment

Data sets in package ‘lava’:

bmd Longitudinal Bone Mineral Density Data (Wide format)
bmidata Data
brisa Simulated data
calcium Longitudinal Bone Mineral Density Data
hubble Hubble data
hubble2 Hubble data
indoorenv Data
missingdata Missing data example
nldata Example data (nonlinear model)
nsem Example SEM data (nonlinear)
semdata Example SEM data
serotonin Serotonin data
serotonin2 Data
twindata Twin menarche data

Data sets in package ‘lda’:

cora.cites A subset of the Cora dataset of scientific documents.
cora.documents A subset of the Cora dataset of scientific documents.
cora.titles A subset of the Cora dataset of scientific documents.
cora.vocab A subset of the Cora dataset of scientific documents.
newsgroup.label.map A collection of newsgroup messages with classes.
newsgroup.test.documents A collection of newsgroup messages with classes.
newsgroup.test.labels A collection of newsgroup messages with classes.
newsgroup.train.documents A collection of newsgroup messages with classes.
newsgroup.train.labels A collection of newsgroup messages with classes.
newsgroup.vocab A collection of newsgroup messages with classes.
poliblog.documents A collection of political blogs with ratings.
poliblog.ratings A collection of political blogs with ratings.
poliblog.vocab A collection of political blogs with ratings.
sampson Sampson monk data

Data sets in package ‘lme4’:

Arabidopsis Arabidopsis clipping/fertilization data
Dyestuff Yield of dyestuff by batch
Dyestuff2 Yield of dyestuff by batch
InstEval University Lecture/Instructor Evaluations by Students at ETH
Pastes Paste strength by batch and cask
Penicillin Variation in penicillin testing
VerbAgg Verbal Aggression item responses
cake Breakage Angle of Chocolate Cakes
cbpp Contagious bovine pleuropneumonia
grouseticks Data on red grouse ticks from Elston et al. 2001
grouseticks_agg (grouseticks) Data on red grouse ticks from Elston et al. 2001
sleepstudy Reaction times in a sleep deprivation study

Data sets in package ‘locfit’:

ais Australian Institute of Sport Dataset
bad Example dataset for bandwidth selection
border Cricket Batting Dataset
chemdiab Chemical Diabetes Dataset
claw54 Claw Dataset
cldem Example data set for classification
cltest Test dataset for classification
cltrain Training dataset for classification
co2 Carbon Dioxide Dataset
diab Exhaust emissions
ethanol Exhaust emissions
geyser Old Faithful Geyser Dataset
geyser.round Discrete Old Faithful Geyser Dataset
heart Survival Times of Heart Transplant Recipients
insect Insect Dataset
iris Fisher's Iris Data (subset)
kangaroo Kangaroo skull measurements dataset
livmet liver Metastases dataset
mcyc Acc(De?)celeration of a Motorcycle Hitting a Wall
mine Fracture Counts in Coal Mines
mmsamp Test dataset for minimax Local Regression
morths Henderson and Sheppard Mortality Dataset
penny Penny Thickness Dataset
spencer Spencer's Mortality Dataset
stamp Stamp Thickness Dataset
trimod Generated sample from a bivariate trimodal normal mixture

Data sets in package ‘lubridate’:

lakers Lakers 2008-2009 basketball data set

Data sets in package ‘maptools’:

SplashDams Data for Splash Dams in western Oregon
h1pl (gpcholes) Hisaji Ono's lake/hole problem
h2pl (gpcholes) Hisaji Ono's lake/hole problem
state.vbm US State Visibility Based Map
wrld_simpl Simplified world country polygons

Data sets in package ‘MASS’:

Aids2 Australian AIDS Survival Data
Animals Brain and Body Weights for 28 Species
Boston Housing Values in Suburbs of Boston
Cars93 Data from 93 Cars on Sale in the USA in 1993
Cushings Diagnostic Tests on Patients with Cushing's Syndrome
DDT DDT in Kale
GAGurine Level of GAG in Urine of Children
Insurance Numbers of Car Insurance claims
Melanoma Survival from Malignant Melanoma
OME Tests of Auditory Perception in Children with OME
Pima.te Diabetes in Pima Indian Women
Pima.tr Diabetes in Pima Indian Women
Pima.tr2 Diabetes in Pima Indian Women
Rabbit Blood Pressure in Rabbits
Rubber Accelerated Testing of Tyre Rubber
SP500 Returns of the Standard and Poors 500
Sitka Growth Curves for Sitka Spruce Trees in 1988
Sitka89 Growth Curves for Sitka Spruce Trees in 1989
Skye AFM Compositions of Aphyric Skye Lavas
Traffic Effect of Swedish Speed Limits on Accidents
UScereal Nutritional and Marketing Information on US Cereals
UScrime The Effect of Punishment Regimes on Crime Rates
VA Veteran's Administration Lung Cancer Trial
abbey Determinations of Nickel Content
accdeaths Accidental Deaths in the US 1973-1978
anorexia Anorexia Data on Weight Change
bacteria Presence of Bacteria after Drug Treatments
beav1 Body Temperature Series of Beaver 1
beav2 Body Temperature Series of Beaver 2
biopsy Biopsy Data on Breast Cancer Patients
birthwt Risk Factors Associated with Low Infant Birth Weight
cabbages Data from a cabbage field trial
caith Colours of Eyes and Hair of People in Caithness
cats Anatomical Data from Domestic Cats
cement Heat Evolved by Setting Cements
chem Copper in Wholemeal Flour
coop Co-operative Trial in Analytical Chemistry
cpus Performance of Computer CPUs
crabs Morphological Measurements on Leptograpsus Crabs
deaths Monthly Deaths from Lung Diseases in the UK
drivers Deaths of Car Drivers in Great Britain 1969-84
eagles Foraging Ecology of Bald Eagles
epil Seizure Counts for Epileptics
farms Ecological Factors in Farm Management
fgl Measurements of Forensic Glass Fragments
forbes Forbes' Data on Boiling Points in the Alps
galaxies Velocities for 82 Galaxies
gehan Remission Times of Leukaemia Patients
genotype Rat Genotype Data
geyser Old Faithful Geyser Data
gilgais Line Transect of Soil in Gilgai Territory
hills Record Times in Scottish Hill Races
housing Frequency Table from a Copenhagen Housing Conditions Survey
immer Yields from a Barley Field Trial
leuk Survival Times and White Blood Counts for Leukaemia Patients
mammals Brain and Body Weights for 62 Species of Land Mammals
mcycle Data from a Simulated Motorcycle Accident
menarche Age of Menarche in Warsaw
michelson Michelson's Speed of Light Data
minn38 Minnesota High School Graduates of 1938
motors Accelerated Life Testing of Motorettes
muscle Effect of Calcium Chloride on Muscle Contraction in Rat Hearts
newcomb Newcomb's Measurements of the Passage Time of Light
nlschools Eighth-Grade Pupils in the Netherlands
npk Classical N, P, K Factorial Experiment
npr1 US Naval Petroleum Reserve No. 1 data
oats Data from an Oats Field Trial
painters The Painter's Data of de Piles
petrol N. L. Prater's Petrol Refinery Data
phones Belgium Phone Calls 1950-1973
quine Absenteeism from School in Rural New South Wales
road Road Accident Deaths in US States
rotifer Numbers of Rotifers by Fluid Density
ships Ships Damage Data
shoes Shoe wear data of Box, Hunter and Hunter
shrimp Percentage of Shrimp in Shrimp Cocktail
shuttle Space Shuttle Autolander Problem
snails Snail Mortality Data
steam The Saturated Steam Pressure Data
stormer The Stormer Viscometer Data
survey Student Survey Data
synth.te Synthetic Classification Problem
synth.tr Synthetic Classification Problem
topo Spatial Topographic Data
waders Counts of Waders at 15 Sites in South Africa
whiteside House Insulation: Whiteside's Data
wtloss Weight Loss Data from an Obese Patient

Data sets in package ‘Matrix’:

CAex Albers' example Matrix with "Difficult" Eigen Factorization
KNex Koenker-Ng Example Sparse Model Matrix and Response Vector
USCounties USCounties Contiguity Matrix

Data sets in package ‘mgcv’:

columb Reduced version of Columbus OH crime data
columb.polys Reduced version of Columbus OH crime data

Data sets in package ‘ModelMetrics’:

testDF Test data

Data sets in package ‘modelr’:

heights Height and income data.
sim1 Simple simulated datasets
sim2 Simple simulated datasets
sim3 Simple simulated datasets
sim4 Simple simulated datasets

Data sets in package ‘multcomp’:

adevent Adverse Events Data
cholesterol Cholesterol Reduction Data Set
cml Chronic Myelogenous Leukemia survival data.
detergent Detergent Durability Data Set
fattyacid Fatty Acid Content of Bacillus simplex.
litter Litter Weights Data Set
mtept Multiple Endpoints Data
recovery Recovery Time Data Set
sbp Systolic Blood Pressure Data
trees513 Frankonian Tree Damage Data
waste Industrial Waste Data Set

Data sets in package ‘networkD3’:

MisLinks Les Miserables character links
MisNodes Les Miserables character nodes
SchoolsJournals Edge list of REF (2014) journal submissions for
Politics and International Relations

Data sets in package ‘nlme’:

Alfalfa Split-Plot Experiment on Varieties of Alfalfa
Assay Bioassay on Cell Culture Plate
BodyWeight Rat weight over time for different diets
Cefamandole Pharmacokinetics of Cefamandole
Dialyzer High-Flux Hemodialyzer
Earthquake Earthquake Intensity
Fatigue Cracks caused by metal fatigue
Gasoline Refinery yield of gasoline
Glucose Glucose levels over time
Glucose2 Glucose Levels Following Alcohol Ingestion
Gun Methods for firing naval guns
IGF Radioimmunoassay of IGF-I Protein
Machines Productivity Scores for Machines and Workers
MathAchSchool School demographic data for MathAchieve
MathAchieve Mathematics achievement scores
Meat Tenderness of meat
Milk Protein content of cows' milk
Muscle Contraction of heart muscle sections
Nitrendipene Assay of nitrendipene
Oats Split-plot Experiment on Varieties of Oats
Orthodont Growth curve data on an orthdontic measurement
Ovary Counts of Ovarian Follicles
Oxboys Heights of Boys in Oxford
Oxide Variability in Semiconductor Manufacturing
PBG Effect of Phenylbiguanide on Blood Pressure
Phenobarb Phenobarbitol Kinetics
Pixel X-ray pixel intensities over time
Quinidine Quinidine Kinetics
Rail Evaluation of Stress in Railway Rails
RatPupWeight The weight of rat pups
Relaxin Assay for Relaxin
Remifentanil Pharmacokinetics of remifentanil
Soybean Growth of soybean plants
Spruce Growth of Spruce Trees
Tetracycline1 Pharmacokinetics of tetracycline
Tetracycline2 Pharmacokinetics of tetracycline
Wafer Modeling of Analog MOS Circuits
Wheat Yields by growing conditions
Wheat2 Wheat Yield Trials
bdf Language scores
ergoStool Ergometrics experiment with stool types

Data sets in package ‘pbkrtest’:

beets beets data
budworm budworm data

Data sets in package ‘pls’:

gasoline Octane numbers and NIR spectra of gasoline
mayonnaise NIR measurements and oil types of mayonnaise
oliveoil Sensory and physico-chemical data of olive oils
yarn NIR spectra and density measurements of PET yarns

Data sets in package ‘plyr’:

baseball Yearly batting records for all major league baseball players
ozone Monthly ozone measurements over Central America.

Data sets in package ‘pROC’:

aSAH Subarachnoid hemorrhage data

Data sets in package ‘psych’:

Bechtoldt Seven data sets showing a bifactor solution.
Bechtoldt.1 Seven data sets showing a bifactor solution.
Bechtoldt.2 Seven data sets showing a bifactor solution.
Chen (Schmid) 12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
Dwyer 8 cognitive variables used by Dwyer for an example.
Garcia (GSBE) Data from the sexism (protest) study of Garcia, Schmitt, Branscome, and Ellemers (2010)
Gleser Example data from Gleser, Cronbach and Rajaratnam (1965) to show basic principles of generalizability theory.
Gorsuch Example data set from Gorsuch (1997) for an example factor extension.
Harman.5 Five data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
Harman.8 Five data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
Harman.Burt (Harman) Five data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
Harman.Holzinger (Harman)Five data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
Harman.political Five data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
Holzinger Seven data sets showing a bifactor solution.
Holzinger.9 Seven data sets showing a bifactor solution.
Reise Seven data sets showing a bifactor solution.
Schmid 12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
Schutz The Schutz correlation matrix example from Shapiro and ten Berge
Tal.Or Data set testing causal direction in presumed media influence
Tal_Or Data set testing causal direction in presumed media influence
Thurstone Seven data sets showing a bifactor solution.
Thurstone.33 Seven data sets showing a bifactor solution.
Thurstone.9 Seven data sets showing a bifactor solution.
Tucker 9 Cognitive variables discussed by Tucker and Lewis (1973)
West (Schmid) 12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
ability 16 ability items scored as correct or incorrect.
affect Two data sets of affect and arousal scores as a function of personality and movie conditions
all.income (income) US family income from US census 2008
bfi 25 Personality items representing 5 factors
bfi.dictionary 25 Personality items representing 5 factors
blant A 29 x 29 matrix that produces weird factor analytic results
blot Bond's Logical Operations Test - BLOT
bock.table (bock) Bock and Liberman (1970) data set of 1000 observations of the LSAT
burt 11 emotional variables from Burt (1915)
cattell 12 cognitive variables from Cattell (1963)
cities Distances between 11 US cities
city.location (cities) Distances between 11 US cities
cubits Galton's example of the relationship between height and 'cubit' or forearm length
cushny A data set from Cushny and Peebles (1905) on the effect of three drugs on hours of sleep, used by Student (1908)
epi Eysenck Personality Inventory (EPI) data for 3570 participants
epi.bfi 13 personality scales from the Eysenck Personality Inventory and Big 5 inventory
epi.dictionary Eysenck Personality Inventory (EPI) data for 3570 participants
epiR Eysenck Personality Inventory (EPI) data for 3570 participants
galton Galton's Mid parent child height data
heights A data.frame of the Galton (1888) height and cubit data set.
income US family income from US census 2008
iqitems 16 multiple choice IQ items
lsat6 (bock) Bock and Liberman (1970) data set of 1000 observations of the LSAT
lsat7 (bock) Bock and Liberman (1970) data set of 1000 observations of the LSAT
msq 75 mood items from the Motivational State Questionnaire for 3896 participants
msqR 75 mood items from the Motivational State Questionnaire for 3032 unique participants
neo NEO correlation matrix from the NEO_PI_R manual
peas Galton's Peas
sai State Anxiety data from the PMC lab over multiple occasions.
sai.dictionary State Anxiety data from the PMC lab over multiple occasions.
sat.act 3 Measures of ability: SATV, SATQ, ACT
schmid.leiman (Schmid) 12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
spi A sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
spi.dictionary A sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
spi.keys A sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
tai State Anxiety data from the PMC lab over multiple occasions.
veg (vegetables) Paired comparison of preferences for 9 vegetables
withinBetween An example of the distinction between within group and between group correlations

Data sets in package ‘quantreg’:

Bosco Boscovich Data
CobarOre Cobar Ore data
Mammals Garland(1983) Data on Running Speed of Mammals
Peirce C.S. Peirce's Auditory Response Data
barro Barro Data
engel Engel Data
gasprice Time Series of US Gasoline Prices
uis UIS Drug Treatment study data

Data sets in package ‘randomForest’:

imports85 The Automobile Data

Data sets in package ‘recipes’:

Smithsonian Smithsonian Museums
biomass Biomass Data
covers Raw Cover Type Data
credit_data Credit Data
okc OkCupid Data

Data sets in package ‘reshape’:

french_fries Sensory data from a french fries experiment
smiths Demo data describing the Smiths
tips Tipping data

Data sets in package ‘reshape2’:

french_fries Sensory data from a french fries experiment.
smiths Demo data describing the Smiths.
tips Tipping data

Data sets in package ‘rpart’:

car.test.frame Automobile Data from 'Consumer Reports' 1990
car90 Automobile Data from 'Consumer Reports' 1990
cu.summary Automobile Data from 'Consumer Reports' 1990
kyphosis Data on Children who have had Corrective Spinal Surgery
solder Soldering of Components on Printed-Circuit Boards
solder.balance (solder) Soldering of Components on Printed-Circuit Boards
stagec Stage C Prostate Cancer

Data sets in package ‘RSSL’:

diabetes diabetes data for unit testing
svmlin_example Test data from the svmlin implementation
testdata Example semi-supervised problem
wdbc wdbc data for unit testing

Data sets in package ‘sandwich’:

InstInnovation Innovation and Institutional Ownership
Investment US Investment Data
PetersenCL Petersen's Simulated Data for Assessing Clustered Standard Errors
PublicSchools US Expenditures for Public Schools

Data sets in package ‘sp’:

Rlogo Rlogo jpeg image
gt (Rlogo) Rlogo jpeg image
meuse Meuse river data set
meuse.area River Meuse outline
meuse.grid Prediction Grid for Meuse Data Set
meuse.grid_ll Prediction Grid for Meuse Data Set, geographical coordinates
meuse.riv River Meuse outline

Data sets in package ‘SparseM’:

X (triogramX) A Design Matrix for a Triogram Problem
lsq Least Squares Problems in Surveying

Data sets in package ‘splitstackshape’:

concat.test (concatenated) Example Dataset with Concatenated Cells

Data sets in package ‘stringr’:

fruit Sample character vectors for practicing string manipulations.
sentences Sample character vectors for practicing string manipulations.
words Sample character vectors for practicing string manipulations.

Data sets in package ‘survival’:

aml (leukemia) Acute Myelogenous Leukemia survival data
bladder Bladder Cancer Recurrences
bladder1 (bladder) Bladder Cancer Recurrences
bladder2 (bladder) Bladder Cancer Recurrences
cancer NCCTG Lung Cancer Data
capacitor (reliability) Reliability data sets
cgd Chronic Granulotamous Disease data
cgd0 (cgd) Chronic Granulotomous Disease data
colon Chemotherapy for Stage B/C colon cancer
cracks (reliability) Reliability data sets
diabetic Ddiabetic retinopathy
flchain Assay of serum free light chain for 7874 subjects.
genfan (reliability) Reliability data sets
heart Stanford Heart Transplant data
ifluid (reliability) Reliability data sets
imotor (reliability) Reliability data sets
jasa (heart) Stanford Heart Transplant data
jasa1 (heart) Stanford Heart Transplant data
kidney Kidney catheter data
leukemia Acute Myelogenous Leukemia survival data
logan Data from the 1972-78 GSS data used by Logan
lung NCCTG Lung Cancer Data
mgus Monoclonal gammopathy data
mgus1 (mgus) Monoclonal gammopathy data
mgus2 Monoclonal gammopathy data
myeloid Acute myeloid leukemia
nwtco Data from the National Wilm's Tumor Study
ovarian Ovarian Cancer Survival Data
pbc Mayo Clinic Primary Biliary Cirrhosis Data
pbcseq (pbc) Mayo Clinic Primary Biliary Cirrhosis, sequential data
rats Rat treatment data from Mantel et al
rats2 (rats) Rat data from Gail et al.
retinopathy Diabetic Retinopathy
rhDNase rhDNASE data set
solder Data from a soldering experiment
stanford2 More Stanford Heart Transplant data
survexp.mn (survexp) Census Data Sets for the Expected Survival and Person Years Functions
survexp.us (survexp) Census Data Sets for the Expected Survival and Person Years Functions
survexp.usr (survexp) Census Data Sets for the Expected Survival and Person Years Functions
tobin Tobin's Tobit data
transplant Liver transplant waiting list
turbine (reliability) Reliability data sets
udca Data from a trial of usrodeoxycholic acid
udca1 (udca) Data from a trial of usrodeoxycholic acid
udca2 (udca) Data from a trial of usrodeoxycholic acid
uspop2 Projected US Population
valveSeat (reliability) Reliability data sets
veteran Veterans' Administration Lung Cancer study

Data sets in package ‘TH.data’:

GBSG2 German Breast Cancer Study Group 2
GlaucomaM Glaucoma Database
Westbc Breast Cancer Gene Expression
birds Habitat Suitability for Breeding Bird Communities
bodyfat Prediction of Body Fat by Skinfold Thickness, Circumferences, and Bone Breadths
geyser Old Faithful Geyser Data
mammoexp Mammography Experience Study
mn6.9 I.Q. and attitude towards science
sphase S-phase Fraction of Tumor Cells
wpbc Wisconsin Prognostic Breast Cancer Data

Data sets in package ‘tidyr’:

billboard Song rankings for billboard top 100 in the year 2000
construction Completed construction in the US in 2018
fish_encounters Fish encounters
population World Health Organization TB data
relig_income Pew religion and income survey
smiths Some data about the Smith family
table1 Example tabular representations
table2 Example tabular representations
table3 Example tabular representations
table4a Example tabular representations
table4b Example tabular representations
table5 Example tabular representations
us_rent_income US rent and income data
who World Health Organization TB data
world_bank_pop Population data from the world bank

Data sets in package ‘tm’:

acq 50 Exemplary News Articles from the Reuters-21578 Data Set of Topic acq
crude 20 Exemplary News Articles from the Reuters-21578 Data Set of Topic crude

Data sets in package ‘viridisLite’:

viridis.map Original 'viridis'and 'cividis' color map

Data sets in package ‘wordcloud’:

SOTU United States State of the Union Addresses (2010 and 2011)

Data sets in package ‘xgboost’:

agaricus.test Test part from Mushroom Data Set
agaricus.train Training part from Mushroom Data Set

Data sets in package ‘xtable’:

tli Math scores from Texas Assessment of Academic Skills (TAAS)