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openintro

Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs

v2.5.1 · Jun 21, 2026 · GPL-3
CRAN GitHub Mirror

Description

Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and resources for introductory statistics (<https://www.openintro.org/>). The package contains datasets 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.

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CRAN Check Status

13 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 27, 2026
NOTE 1 OK · 12 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
ERROR 1 OK · 11 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
ERROR r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE 1 OK · 13 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘acs12.Rd’ ‘arbuthnot.Rd’ ‘ask.Rd’ ‘biontech_adolescents.Rd’
    ‘birds.Rd’ ‘blizzard_sala
...[truncated]...
d’ ‘race_justice.Rd’
    ‘simpsons_paradox_covid.Rd’ ‘soda.Rd’ ‘sowc_child_mortality.Rd’
    ‘sowc_demographics.Rd’ ‘sowc_maternal_newborn.Rd’ ‘ssd_speed.Rd’
    ‘twins.Rd’ ‘ucla_textbooks_f18.Rd’ ‘us_temperature.Rd’ ‘usb_admit.Rd’
    ‘world_pop.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'acs12.Rd' 'arbuthnot.Rd' 'ask.Rd' 'biontech_adolescents.Rd'
    'birds.Rd' 'blizzard_sala
...[truncated]...
d' 'race_justice.Rd'
    'simpsons_paradox_covid.Rd' 'soda.Rd' 'sowc_child_mortality.Rd'
    'sowc_demographics.Rd' 'sowc_maternal_newborn.Rd' 'ssd_speed.Rd'
    'twins.Rd' 'ucla_textbooks_f18.Rd' 'us_temperature.Rd' 'usb_admit.Rd'
    'world_pop.Rd'
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.1Mb
  sub-directories of 1Mb or more:
    data   5.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.1Mb
  sub-directories of 1Mb or more:
    data   5.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  5.6Mb
  sub-directories of 1Mb or more:
    data   4.6Mb

Reverse Dependencies (2)

suggests

bullseye moderndive

Dependency Network

Dependencies Reverse dependencies airports cherryblossom usdata ggplot2 readr rmarkdown tibble bullseye moderndive openintro

Version History

14 tracked
updated 2.5.1 ← 2.5.0 diff Jun 22, 2026
new 2.5.0 Mar 10, 2026
updated 2.5.0 ← 2.4.0 diff May 30, 2024
updated 2.4.0 ← 2.3.0 diff Aug 31, 2022
updated 2.3.0 ← 2.2.0 diff Feb 22, 2022
updated 2.2.0 ← 2.1.0 diff Jun 21, 2021
updated 2.1.0 ← 2.0.0 diff Apr 18, 2021
updated 2.0.0 ← 1.7.1 diff Jul 2, 2020
updated 1.7.1 ← 1.4 diff Sep 7, 2017
updated 1.4 ← 1.3 diff Aug 31, 2012
updated 1.3 ← 1.2 diff Mar 28, 2012
updated 1.2 ← 1.1 diff Apr 25, 2011
updated 1.1 ← 1.0 diff Jun 14, 2010
new 1.0 Dec 13, 2009