- airports::usairportsUS Airports
- cherryblossom::run09Cherry Blossom Run data, 2009
- cherryblossom::run12Cherry Blossom Run data, 2012
- cherryblossom::run17Cherry Blossom Run data, 2017
- openintro::COLOpenIntro Statistics colors
- openintro::IMSCOLIntroduction to Modern Statistics (IMS) Colors
- openintro::LAhomesLAhomes
- openintro::LEAPPatient level data on the randomized trial Learning Early About Peanut (LEAP) allergies.
- openintro::absenteeismAbsenteeism from school in New South Wales
- openintro::acs12American Community Survey, 2012
- openintro::age_at_marAge at first marriage of 5,534 US women.
- openintro::amesHousing prices in Ames, Iowa
- openintro::ami_occurrencesAcute Myocardial Infarction (Heart Attack) Events
- openintro::antibioticsPre-existing conditions in 92 children
- openintro::arbuthnotMale and female births in London
- openintro::arenosaarenosa
- openintro::askHow important is it to ask pointed questions?
- openintro::associationSimulated data for association plots
- openintro::assortative_matingEye color of couples
- openintro::assortive_matingEye color of couples
- openintro::avandiaCardiovascular problems for two types of Diabetes medicines
- openintro::babiesThe Child Health and Development Studies
- openintro::babies_crawlCrawling age
- openintro::bacBeer and blood alcohol content
- openintro::ball_bearingLifespan of ball bearings
- openintro::bdimsBody measurements of 507 physically active individuals.
- openintro::biontech_adolescentsEfficacy of Pfizer-BioNTech COVID-19 vaccine on adolescents
- openintro::birdsAircraft-Wildlife Collisions
- openintro::birthsNorth Carolina births, 100 cases
- openintro::births14US births
- openintro::blizzard_salaryBlizzard Employee Voluntary Salary Info.
- openintro::booksSample of books on a shelf
- openintro::burgerBurger preferences
- openintro::cancer_in_dogsCancer in dogs
- openintro::cardsDeck of cards
- openintro::cars04cars04
- openintro::cars93cars93
- openintro::cchousingCommunity college housing (simulated data)
- openintro::cdccdc
- openintro::cdc.sampcdc.samp
- openintro::censusRandom sample of 2000 U.S. Census Data
- openintro::census.2010census.2010
- openintro::cherrySummary information for 31 cherry trees
- openintro::children_gender_stereoGender Stereotypes in 5-7 year old Children
- openintro::chinaChild care hours
- openintro::cia_factbookCIA Factbook Details on Countries
- openintro::classdataSimulated class data
- openintro::cle_sacCleveland and Sacramento
- openintro::climate70Temperature Summary Data, Geography Limited
- openintro::climber_drugsClimber Drugs Data.
- openintro::coast_starlightCoast Starlight Amtrak train
- openintro::comicscomics
- openintro::corr_matchSample datasets for correlation problems
- openintro::country_isoCountry ISO information
- openintro::cprCPR dataset
- openintro::cpuCPU's Released between 2010 and 2020.
- openintro::creditsCollege credits.
- openintro::danish.ed.primarydanish.ed.primary
- openintro::danish.ed.validationData from a Danish study on triage in an emergency department (ED)
- openintro::daycare_finesDaycare fines
- openintro::dds.discrA dataset on disbursements from the California Department of Developmental Services (DDS)
- openintro::diabetes2Type 2 Diabetes Clinical Trial for Patients 10-17 Years Old
- openintro::dreamSurvey on views of the DREAM Act
- openintro::drone_bladesQuadcopter Drone Blades
- openintro::drug_useDrug use of students and parents
- openintro::duke_forestSale prices of houses in Duke Forest, Durham, NC
- openintro::earthquakesEarthquakes
- openintro::ebola_surveySurvey on Ebola quarantine
- openintro::elmhurstElmhurst College gift aid
- openintro::emailData frame representing information about a collection of emails
- openintro::email50Sample of 50 emails
- openintro::email_testData frame representing information about a collection of emails
- openintro::env_regulationAmerican Adults on Regulation and Renewable Energy
- openintro::epa2012Vehicle info from the EPA for 2012
- openintro::epa2021Vehicle info from the EPA for 2021
- openintro::esiEnvironmental Sustainability Index 2005
- openintro::ethanolEthanol Treatment for Tumors Experiment
- openintro::evalsProfessor evaluations and beauty
- openintro::exam_gradesExam and course grades for statistics students
- openintro::examsExam scores
- openintro::exclusive_relationshipNumber of Exclusive Relationships
- openintro::fact_opinionCan Americans categorize facts and opinions?
- openintro::family_collegeSimulated sample of parent / teen college attendance
- openintro::famussA dataset to examine the relationship between muscle strength and the single nucleotide polymorphism (SNP) actn3.r577x.
- openintro::fastfoodNutrition in fast food
- openintro::fcidSummary of male heights from USDA Food Commodity Intake Database
- openintro::fheightsFemale college student heights, in inches
- openintro::fish_ageYoung fish in the North Sea.
- openintro::fish_oil_18Findings on n-3 Fatty Acid Supplement Health Benefits
- openintro::flow_ratesRiver flow data
- openintro::forest.birdsA dataset to study the relationship between species abundance of birds and habitat features.
- openintro::fridayFriday the 13th
- openintro::frogFrog Maternal Investment Based on Altitude in Tibetan Plateau
- openintro::full_body_scanPoll about use of full-body airport scanners
- openintro::gdp_countriesGDP Countries Data.
- openintro::gear_companyFake data for a gear company example
- openintro::gender_discriminationBank manager recommendations based on gender
- openintro::get_it_dunn_runGet it Dunn Run, Race Times
- openintro::giftedAnalytical skills of young gifted children
- openintro::global_warming_pewPew survey on global warming
- openintro::googGoogle stock data
- openintro::gov_pollPew Research poll on government approval ratings
- openintro::gpaSurvey of Duke students on GPA, studying, and more
- openintro::gpa_iqSample of students and their GPA and IQ
- openintro::gpa_study_hoursgpa_study_hours
- openintro::gradestvSimulated data for analyzing the relationship between watching TV and grades
- openintro::gsearchSimulated Google search experiment
- openintro::gss20102010 General Social Survey
- openintro::gss_wordsum_classgss_wordsum_class
- openintro::health_coverageHealth Coverage and Health Status
- openintro::healthcare_law_surveyPew Research Center poll on health care, including question variants
- openintro::heart_transplantHeart Transplant Data
- openintro::heliumHelium football
- openintro::helmetSocioeconomic status and reduced-fee school lunches
- openintro::hfiHuman Freedom Index
- openintro::houseUnited States House of Representatives historical make-up
- openintro::housingSimulated dataset on student housing
- openintro::hsb2High School and Beyond survey
- openintro::husbands_wivesGreat Britain: husband and wife pairs
- openintro::hyperuricemiaData from an observational study with potential predictors for uric acid levels.
- openintro::hyperuricemia.sampRandom sample of 500 cases from the 'hyperuricemia' dataset.
- openintro::immigrationPoll on illegal workers in the US
- openintro::infant_mortality_2022United States 2022 infant mortality and number of physicians by state, including the District of Columbia.
- openintro::infmortrateInfant Mortality Rates, 2012
- openintro::iowaiowa
- openintro::ipoFacebook, Google, and LinkedIn IPO filings
- openintro::ipodLength of songs on an iPod
- openintro::iraniran
- openintro::jurySimulated juror dataset
- openintro::kobe_basketKobe Bryant basketball performance
- openintro::labor_market_discriminationAre Emily and Greg More Employable Than Lakisha and Jamal?
- openintro::law_resumeGender, Socioeconomic Class, and Interview Invites
- openintro::lecture_learningLecture Delivery Method and Learning Outcomes
- openintro::leg_mariLegalization of Marijuana Support in 2010 California Survey
- openintro::lego_populationPopulation of Lego Sets for Sale between Jan. 1, 2018 and Sept. 11, 2020.
- openintro::lego_sampleSample of Lego Sets
- openintro::life_explife_exp
- openintro::lizard_habitatField data on lizards observed in their natural habitat
- openintro::lizard_runLizard speeds
- openintro::loan50Loan data from Lending Club
- openintro::loans_full_schemaLoan data from Lending Club
- openintro::london_boroughsLondon Borough Boundaries
- openintro::london_murdersLondon Murders, 2006-2011
- openintro::mail_meInfluence of a Good Mood on Helpfulness
- openintro::major_surveySurvey of Duke students and the area of their major
- openintro::malariaMalaria Vaccine Trial
- openintro::male_heightsSample of 100 male heights
- openintro::male_heights_fcidRandom sample of adult male heights
- openintro::mammalsSleep in Mammals
- openintro::mammogramExperiment with Mammogram Randomized
- openintro::manhattanmanhattan
- openintro::marathonNew York City Marathon Times (outdated)
- openintro::mariokartWii Mario Kart auctions from Ebay
- openintro::mcasA dataset containing the school-level percentage of students scoring proficient or advanced in the 2018 Grade 10 Mathematics test in the Massachusetts Comprehensive Assessment System, along with characteristics of the school.
- openintro::mcu_filmsMarvel Cinematic Universe films
- openintro::midterms_housePresident's party performance and unemployment rate
- openintro::migraineMigraines and acupuncture
- openintro::militaryUS Military Demographics
- openintro::mlbSalary data for Major League Baseball (2010)
- openintro::mlb_players_18Batter Statistics for 2018 Major League Baseball (MLB) Season
- openintro::mlb_teamsMajor League Baseball Teams Data.
- openintro::mlbbat10Major League Baseball Player Hitting Statistics for 2010
- openintro::mn_police_use_of_forceMinneapolis police use of force data.
- openintro::moviesmovies
- openintro::mtlMedial temporal lobe (MTL) and other data for 26 participants
- openintro::murdersData for 20 metropolitan areas
- openintro::nba_finalsNBA Finals History
- openintro::nba_finals_teamsNBA Finals Team Summary
- openintro::nba_heightsNBA Player heights from 2008-9
- openintro::nba_players_19NBA Players for the 2018-2019 season
- openintro::ncbirthsNorth Carolina births, 1000 cases
- openintro::nhanes.sampRandom sample of 200 observations from the dataset NHANES.
- openintro::nhanes.samp.adultSelection of participants 21 years of age or older from nhanes.samp.
- openintro::nhanes.samp.adult.500A random sample of 500 participants age 21 or older from the full NHANES data.
- openintro::nuclear_surveyNuclear Arms Reduction Survey
- openintro::nycnyc
- openintro::nyc_marathonNew York City Marathon Times
- openintro::nycflightsFlights data
- openintro::offshore_drillingCalifornia poll on drilling off the California coast
- openintro::openintro_colorsOpenIntro colors
- openintro::openintro_palettesOpenIntro palettes
- openintro::opp_insights_collegesCollege education and upward mobility
- openintro::opp_insights_colleges_4yearData from 'opp_insights_colleges' that is restricted to 4-year, not-for-profit colleges.
- openintro::opportunity_costOpportunity cost of purchases
- openintro::orings1986 Challenger disaster and O-rings
- openintro::oscarsOscar winners, 1929 to 2018
- openintro::outliersSimulated datasets for different types of outliers
- openintro::paralympic_1500Race time for Olympic and Paralympic 1500m.
- openintro::penelopeGuesses at the weight of Penelope (a cow)
- openintro::penetrating_oilWhat's the best way to loosen a rusty bolt?
- openintro::penny_agesPenny Ages
- openintro::pew_energy_2018Pew Survey on Energy Sources in 2018
- openintro::photo_classifyPhoto classifications: fashion or not
- openintro::piracyPiracy and PIPA/SOPA
- openintro::playing_cardsTable of Playing Cards in 52-Card Deck
- openintro::pm25_2011_durhamAir quality for Durham, NC
- openintro::pm25_2022_durhamAir quality for Durham, NC
- openintro::pokerPoker winnings during 50 sessions
- openintro::possumPossums in Australia and New Guinea
- openintro::ppp_201503US Poll on who it is better to raise taxes on
- openintro::presentBirth counts
- openintro::presidentUnited States Presidental History
- openintro::prevendData with Ruff Figural Fluency Test (RFFT) scores with demographic predictors and statin use.
- openintro::prevend.sampRandom sample of size 500 from the prevend dataset
- openintro::prisonPrison isolation experiment
- openintro::prius_mpgUser reported fuel efficiency for 2017 Toyota Prius Prime
- openintro::race_justiceYahoo! News Race and Justice poll results
- openintro::reddit_financeReddit Survey on Financial Independence.
- openintro::res_demo_1Simulated data for regression
- openintro::res_demo_2Simulated data for regression
- openintro::resumeWhich resume attributes drive job callbacks?
- openintro::rosling_responsesSample Responses to Two Public Health Questions
- openintro::russian_influence_on_us_election_2016Russians' Opinions on US Election Influence in 2016
- openintro::sa_gdp_elecSustainability and Economic Indicators for South Africa.
- openintro::salinitySalinity in Bimini Lagoon, Bahamas
- openintro::sat_improveSimulated data for SAT score improvement
- openintro::satgpaSAT and GPA data
- openintro::scotus_healthcarePublic Opinion with SCOTUS ruling on American Healthcare Act
- openintro::seattlepetsNames of pets in Seattle
- openintro::sex_discriminationBank manager recommendations based on sex
- openintro::simpsons_paradox_covidSimpson's Paradox: Covid
- openintro::simulated_distSimulated datasets, not necessarily drawn from a normal distribution.
- openintro::simulated_normalSimulated datasets, drawn from a normal distribution.
- openintro::simulated_scatterSimulated data for sample scatterplots
- openintro::sinusitisSinusitis and antibiotic experiment
- openintro::sleep_deprivationSurvey on sleep deprivation and transportation workers
- openintro::smallpoxSmallpox vaccine results
- openintro::smokingUK Smoking Data
- openintro::snowfallSnowfall at Paradise, Mt. Rainier National Park
- openintro::socialexpSocial experiment
- openintro::sodasoda
- openintro::solarEnergy Output From Two Solar Arrays in San Francisco
- openintro::sowc_child_mortalitySOWC Child Mortality Data.
- openintro::sowc_demographicsSOWC Demographics Data.
- openintro::sowc_maternal_newbornSOWC Maternal and Newborn Health Data.
- openintro::sp500Financial information for 50 S&P 500 companies
- openintro::sp500_1950_2018Daily observations for the S&P 500
- openintro::sp500_seqS&P 500 stock data
- openintro::speed_gender_heightSpeed, gender, and height of 1325 students
- openintro::ssd_speedSSD read and write speeds
- openintro::starbucksStarbucks nutrition
- openintro::stats_scoresFinal exam scores for twenty students
- openintro::stem_cellEmbryonic stem cells to treat heart attack (in sheep)
- openintro::stent30Stents for the treatment of stroke
- openintro::stent365Stents for the treatment of stroke
- openintro::stocks_18Monthly Returns for a few stocks
- openintro::student_housingCommunity college housing (simulated data, 2015)
- openintro::student_sleepSleep for 110 students (simulated)
- openintro::sugar.levels.ASimulated fasting blood sugar levels for 100 residents of a hypothetical neighborhood labeled A.
- openintro::sugar.levels.BSimulated fasting blood sugar levels for 100 residents of a hypothetical neighborhood labeled B.
- openintro::sulphinpyrazoneTreating heart attacks
- openintro::supreme_courtSupreme Court approval rating
- openintro::swimSwim velocities using different types of swimsuits
- openintro::tb.interruptionData used to model a triage scoring scale for a Danish emergency department.
- openintro::teacherTeacher Salaries in St. Louis, Michigan
- openintro::textbooksTextbook data for UCLA Bookstore and Amazon
- openintro::thanksgiving_spendThanksgiving spending, simulated based on Gallup poll.
- openintro::thermometryA dataframe of 130 rows and 3 on body temperature.
- openintro::tipsTip data
- openintro::tooheySimulated polling dataset
- openintro::tourismTurkey tourism
- openintro::toy_anovaSimulated dataset for ANOVA
- openintro::transplantTransplant consultant success rate (fake data)
- openintro::twinstwins
- openintro::ucb_admitucb_admit
- openintro::ucla_f18UCLA courses in Fall 2018
- openintro::ucla_textbooks_f18Sample of UCLA course textbooks for Fall 2018
- openintro::ukdemoUnited Kingdom Demographic Data
- openintro::unemplAnnual unemployment since 1890
- openintro::unemploy_presPresident's party performance and unemployment rate
- openintro::us_temperatureUS temperatures in 1950 and 2022
- openintro::wdi_2022World Development Indicators, 2022.
- openintro::winery_carsTime Between Gondola Cars at Sterling Winery
- openintro::world_popWorld Population Data.
- openintro::xomExxon Mobile stock data
- openintro::yawnContagiousness of yawning
- openintro::yrbssYouth Risk Behavior Surveillance System (YRBSS)
- openintro::yrbss_sampSample of Youth Risk Behavior Surveillance System (YRBSS)
- usdata::airline_delayAirline Delays for December 2019 and 2020.
- usdata::countyUnited States Counties
- usdata::county_2019American Community Survey 2019
- usdata::county_completeUnited States Counties
- usdata::fatal_police_shootingsFatal Police Shootings data.
- usdata::gerrymanderGerrymander
- usdata::govrace10Election results for 2010 Governor races in the U.S.
- usdata::houserace10Election results for the 2010 U.S. House of Represenatives races
- usdata::pierce_county_house_salesPierce County House Sales Data for 2020
- usdata::pop_age_2019Population Age 2019 Data.
- usdata::pop_race_2019Population Race 2019 Data.
- usdata::prez_pwrPresidential Power.
- usdata::prrace08Election results for the 2008 U.S. Presidential race
- usdata::senaterace10Election results for the 2010 U.S. Senate races
- usdata::state_statsState-level data
- usdata::urban_ownerSummary of many state-level variables
- usdata::urban_rural_popState summary info
- usdata::us_crime_ratesUS Crime Rates
- usdata::us_tempUS Temperature Data
- usdata::us_time_surveyAmerican Time Survey 2009 - 2019
- usdata::vote_nsaPredicting who would vote for NSA Mass Surveillance
- usdata::voter_countUS Voter Turnout Data.
