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openintro  

Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs
View on CRAN: Click here


Download and install openintro package within the R console
Install from CRAN:
install.packages("openintro")

Install from Github:
library("remotes")
install_github("cran/openintro")

Install by package version:
library("remotes")
install_version("openintro", "2.5.0")



Attach the package and use:
library("openintro")
Maintained by
Mine Çetinkaya-Rundel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-12-14
Latest Update: 2024-05-31
Description:
Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and resources for introductory statistics (). The package contains data sets used in our open-source textbooks along with custom plotting functions for reproducing book figures. Note that many functions and examples include color transparency; some plotting elements may not show up properly (or at all) when run in some versions of Windows operating system.
How to cite:
Mine Çetinkaya-Rundel (2009). openintro: Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs. R package version 2.5.0, https://cran.r-project.org/web/packages/openintro. Accessed 06 Jun. 2026.
Previous versions and publish date:
1.0 (2009-12-14 08:46), 1.1 (2010-06-15 10:50), 1.2 (2011-04-26 18:09), 1.3 (2012-03-29 10:24), 1.4 (2012-09-01 14:59), 1.7.1 (2017-09-08 05:55), 2.0.0 (2020-07-03 18:30), 2.1.0 (2021-04-19 16:50), 2.2.0 (2021-06-22 17:20), 2.3.0 (2022-02-23 13:50), 2.4.0 (2022-09-01 04:40)
Other packages that cited openintro R package
View openintro citation profile
Other R packages that openintro depends, imports, suggests or enhances
Complete documentation for openintro
Functions, R codes and Examples using the openintro R package
Some associated functions: ArrowLines . AxisInDollars . AxisInPercent . BG . Braces . CCP . COL . CT2DF . ChiSquareTail . IMSCOL . MosaicPlot . PlotWLine . absenteeism . acs12 . age_at_mar . ames . ami_occurrences . antibiotics . arbuthnot . ask . association . assortive_mating . avandia . babies . babies_crawl . bac . ball_bearing . bdims . biontech_adolescents . birds . births . births14 . blizzard_salary . books . boxPlot . buildAxis . burger . calc_streak . cancer_in_dogs . cards . cars93 . cchousing . census . cherry . children_gender_stereo . china . cia_factbook . classdata . cle_sac . climate70 . climber_drugs . coast_starlight . contTable . corr_match . country_iso . cpr . cpu . credits . daycare_fines . densityPlot . diabetes2 . dlsegments . dotPlot . dotPlotStack . dream . drone_blades . drug_use . duke_forest . earthquakes . ebola_survey . edaPlot . elmhurst . email . email50 . env_regulation . epa2012 . epa2021 . esi . ethanol . evals . exam_grades . exams . exclusive_relationship . fact_opinion . fadeColor . family_college . fastfood . fcid . fheights . fish_oil_18 . flow_rates . friday . full_body_scan . gdp_countries . gear_company . gender_discrimination . get_it_dunn_run . gifted . global_warming_pew . goog . gov_poll . gpa . gpa_iq . gpa_study_hours . gradestv . gsearch . gss2010 . health_coverage . healthcare_law_survey . heart_transplant . helium . helmet . hfi . histPlot . house . housing . hsb2 . husbands_wives . immigration . infmortrate . ipo . ipod . jury . kobe_basket . lab_report . labor_market_discriminiation . law_resume . leg_mari . linResPlot . lizard_habitat . lizard_run . lmPlot . loans_full_schema . london_boroughs . london_murders . loop . lsegments . mail_me . major_survey . makeTube . malaria . male_heights . male_heights_fcid . mammals . mammogram . marathon . mariokart . mcu_films . midterms_house . migraine . military . mlb . mlb_players_18 . mlb_teams . mlbbat10 . mn_police_use_of_force . mtl . murders . myPDF . nba_heights . nba_players_19 . ncbirths . normTail . nuclear_survey . nyc_marathon . nycflights . offshore_drilling . openintro-package . openintro_colors . openintro_cols . openintro_pal . openintro_palettes . opportunity_cost . orings . oscars . outliers . penelope . penetrating_oil . penny_ages . pew_energy_2018 . photo_classify . piracy . playing_cards . pm25_2011_durham . poker . possum . ppp_201503 . present . president . prison . prius_mpg . qqnormsim . race_justice . reddit_finance . res_demo_1 . res_demo_2 . resume . rosling_responses . russian_influence_on_us_election_2016 . sa_gdp_elec . salinity . sat_improve . satgpa . scale_color_openintro . scale_fill_openintro . scotus_healthcare . seattlepets . sex_discrimination . simpsons_paradox_covid . simulated_dist . simulated_normal . simulated_scatter . sinusitis . sleep_deprivation . smallpox . smoking . snowfall . socialexp . solar . sowc_child_mortality . sowc_demographics . sowc_maternal_newborn . sp500 . sp500_1950_2018 . sp500_seq . speed_gender_height . ssd_speed . starbucks . stats_scores . stem_cell . stent30 . stocks_18 . student_housing . student_sleep . sulphinpyrazone . supreme_court . teacher . textbooks . thanksgiving_spend . tips . toohey . tourism . toy_anova . transplant . treeDiag . ucla_f18 . ucla_textbooks_f18 . ukdemo . unempl . unemploy_pres . winery_cars . world_pop . write_pkg_data . xom . yawn . yrbss . yrbss_samp . 
Some associated R codes: ArrowLines.R . AxisInDollars.R . AxisInPercent.R . BG.R . Braces.R . CCP.R . CT2DF.R . ChiSquareTail.R . MosaicPlot.R . PlotWLine.R . boxPlot.R . buildAxis.R . calc_streak.R . contTable.R . data-COL.R . data-IMSCOL.R . data-absenteeism.R . data-acs12.R . data-age_at_mar.R . data-ames.R . data-ami_occurrences.R . data-antibiotics.R . data-arbuthnot.R . data-ask.R . data-association.R . data-assortative_mating.R . data-avandia.R . data-babies.R . data-babies_crawl.R . data-bac.R . data-ball_bearing.R . data-bdims.R . data-biontech_adolescents.R . data-birds.R . data-births.R . data-births14.R . data-blizzard_salary.R . data-books.R . data-burger.R . data-cancer_in_dogs.R . data-cards.R . data-cars93.R . data-cchousing.R . data-census.R . data-cherry.R . data-children_gender_stereo.R . data-china.R . data-cia_factbook.R . data-classdata.R . data-cle_sac.R . data-climate70.R . data-climber_drugs.R . data-coast_starlight.R . data-corr_match.R . data-country_iso.R . data-cpr.R . data-cpu.R . data-credits.R . data-daycare_fines.R . data-diabetes2.R . data-dream.R . data-drone_blades.R . data-drug_use.R . data-duke_forest.R . data-earthquakes.R . data-ebola_survey.R . data-elmhurst.R . data-email.R . data-email50.R . data-env_regulation.R . data-epa2012.R . data-epa2021.R . data-esi.R . data-ethanol.R . data-evals.R . data-exam_grades.R . data-exams.R . data-exclusive_relationship.R . data-fact_opinion.R . data-family_college.R . data-fastfood.R . data-fcid.R . data-fheights.R . data-fish_oil_18.R . data-flow_rates.R . data-friday.R . data-full_body_scan.R . data-gdp_countries.R . data-gear_company.R . data-gender_discrimination.R . data-get_it_dunn_run.R . data-gifted.R . data-global_warming_pew.R . data-goog.R . data-gov_poll.R . data-gpa.R . data-gpa_iq.R . data-gpa_study_hours.R . data-gradestv.R . data-gss2010.R . data-health_coverage.R . data-healthcare_law_survey.R . data-heart_transplant.R . data-helium.R . data-helmet.R . data-hfi.R . data-house.R . data-housing.R . data-hsb2.R . data-husbands_wives.R . data-immigration.R . data-infmortrate.R . data-ipo.R . data-ipod.R . data-jury.R . data-kobe_basket.R . data-labor_market_discrimination.R . data-law_resume.R . data-leg_mari.R . data-lizard_habitat.R . data-lizard_run.R . data-loans_full_schema.R . data-london_boroughs.R . data-london_murders.R . data-mail_me.R . data-major_survey.R . data-malaria.R . data-male_heights.R . data-male_heights_fcid.R . data-mammals.R . data-mammogram.R . data-marathon.R . data-mariokart.R . data-mcu_films.R . data-midterms_house.R . data-migraine.R . data-military.R . data-mlb.R . data-mlb_players_18.R . data-mlb_teams.R . data-mlbbat10.R . data-mn_police_use_of_force.R . data-mtl.R . data-murders.R . data-nba_heights.R . data-nba_players_19.R . data-ncbirths.R . data-nuclear_survey.R . data-nyc_marathon.R . data-nycflights.R . data-offshore_drilling.R . data-openintro-colors.R . data-openintro-palettes.R . data-opportunity_cost.R . data-orings.R . data-oscars.R . data-outliers.R . data-penelope.R . data-penetrating_oil.R . data-penny_ages.R . data-pew_energy_2018.R . data-photo_classify.R . data-piracy.R . data-playing_cards.R . data-pm25_2011_durham.R . data-poker.R . data-possum.R . data-ppp_201503.R . data-present.R . data-president.R . data-prison.R . data-prius_mpg.R . data-race_justice.R . data-reddit_finance.R . data-res_demo.R . data-resume.R . data-rosling_responses.R . data-russian_influence_on_us_election_2016.R . data-sa_gdp_elec.R . data-salinity.R . data-sat_improve.R . data-satgpa.R . data-scotus_healthcare.R . data-seattlepets.R . data-sex_discrimination.R . data-simpsons_paradox.R . data-simulated_dist.R . data-simulated_normal.R . data-simulated_scatter.R . data-sinusitis.R . data-sleep_deprivation.R . data-smallpox.R . data-smoking.R . data-snowfall.R . data-socialexp.R . data-solar.R . data-sowc_child_mortality.R . data-sowc_demographics.R . data-sowc_maternal_newborn.R . data-sp500.R . data-sp500_1950_2018.R . data-sp500_seq.R . data-speed_gender_height.R . data-ssd_speed.R . data-starbucks.R . data-stats_scores.R . data-stem_cell.R . data-stent30.R . data-stocks_18.R . data-student_housing.R . data-student_sleep.R . data-sulphinpyrazone.R . data-supreme_court.R . data-teacher.R . data-textbooks.R . data-thanksgiving_spend.R . data-tips.R . data-toohey.R . data-tourism.R . data-toy_anova.R . data-transplant.R . data-ucla_f18.R . data-ucla_textbooks_f18.R . data-ukdemo.R . data-unempl.R . data-unemploy_pres.R . data-winery_cars.R . data-world_pop.R . data-xom.R . data-yawn.R . data-yrbss.R . data-yrbss_samp.R . densityPlot.R . dlsegments.R . dotPlot.R . dotPlotStack.R . edaPlot.R . fadeColor.R . gsearch.R . histPlot.R . lab_report.R . linResPlot.R . lmPlot.R . loop.R . lsegments.R . makeTube.R . myPDF.R . myPNG.R . normTail.R . openintro-package.R . qqnormsim.R . scale-openintro.R . treeDiag.R . write_pkg_data.R .  Full openintro package functions and examples
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