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un_member_states_2024
data for upcoming
ModernDive v2 updatesspotify_to_genre
data for upcoming ModernDive v2
updatestidy_summary()
function to summarize data frame
columns for upcoming ModernDive v2 updatesold_faithful_2024
data for upcoming ModernDive v2
updatescoffee_quality
data for upcoming ModernDive v2
updatesalmonds_sample
data for upcoming ModernDive v2
updatesalmonds_bowl
and almonds_sample_100
data for upcoming ModernDive v2 updates to Inference chaptersearly_january_2023_weather
and
envoy_flights
data for upcoming ModernDive v2 updates
derived from data in the nycflights23
packagebroom
reverse dependency issue https://github.com/moderndive/moderndive/issues/128early_january_weather
consisting of January
subset of nycflights13::weather
coffee_quality
dataset: 1340 samples of coffee tested for
their quality levelamazon_books
dataset: sample of books available for
purchase on Amazon.comipf_lifts
consisting of international power lifting
resultsbabies
on maternal smoking and infant healthev_charging
: information from 3,395 high resolution
electric vehicle charging sessions.ma_traffic_2020_vs_2019
consisting of collisions
information sourced from reports produced by the Massachusetts Traffic
Data Management System.mass_traffic_2020
consisting of traffic data for 13
Massachusetts countiesmario_kart_auction
datasetavocados
consisting of avocado prices dataset downloaded
from the Hass Avocado Board website in May of 2018.saratoga_houses
random sample of 1057 houses taken
from full Saratoga Housing Data.alaska_flights
consisting of Alaska Airlines
subset of nycflights13::flights
conf.level
argument to
get_regression_table()
inherited from
broom::tidy.lm()
vignettes/paper.md
pkgdown
and covr
issues, defragged
documentation.vignettes/why-moderndive.Rmd
main
vignettegeom_parallel_slopes()
with new arguments:
fullrange=TRUE
to draw regression lines over the
entire support of the x-axis (by @wjhopper)level
to set different level of confidence interval
shading (by @echasnovski)geom_categorical_model()
for
visualizing regression models with one categorical explanatory/predictor
variable (by @wjhopper)gg_parallel_slopes()
directing users to use geom_parallel_slopes()
instead (by
@mariumtapal)geom_parallel_slopes()
geom extension to
ggplot2
package to plot parallel slopes regression models
with one numerical and one categorical variable (this is not possible
using ggplot2::geom_smooth()
). Note this renders
gg_parallel_slopes()
function added in v0.3.0
obsolete.geom_parallel_slopes()
to “Why
moderndive
?” vignettepennies_resamples
data frame columnsget_correlation()
now:
dplyr::group_by()
groupingna.rm = TRUE
argument or by passing standard
stats:cor(use = "complete.obs")
argument via
...
gg_parallel_slopes()
. In the future we hope to
define a new ggplot2
geom.moderndive
?” vignetteget_regression_points()
to return
a column that identifies the observational units/rowsDD_vs_SB
: Dunkin Donuts and Starbucks in Eastern
Massachusetts data collected by @DelaneyMoranpromotions
: tibble version of
openintro::gender.discrimination
used to illustrate
permutation test.MA_schools
: Relationship between SAT scores and
socio-economic status for Massachusetts high schools.mythbusters_yawn
: Data from study on Mythbusters
show on whether yawning ispromotions_shuffled
: one instance of
promotions
with gender
permuted/shuffledpennies_sample
sample of 40 pennies from
pennies
has been renamed orig_pennies_sample
.
New pennies_sample
consists of 50 pennies sampled from bank
in Northampton, MA, USA on 2019/2/1.pennies_resamples
: 35 bootstrap resamples of new
pennies_sample
movies_genre
: random sample of 32 action and 36
romance movies from ggplot2movies::movies
assertive::assert()
codehouse_prices$date
from dttm
(date-time) to date
per R4DS comment
on using simplest data type possibleUpdated package for:
evals
and house_prices
datasets and
updated get_regression_table()
and
get_regression_points()
functions.Details:
get_correlation()
function to omit
$
syntax and return a data frameinfer::rep_sample_n()
instead of our own defined
version, as this function is now included in
infer
evals
, house_prices
,
tactile_prop_red
, pennies_sample
and
mythbusters_yawn
datasetsget_regression_summaries()
newdata
argument to
get_regression_points()
. When:
newdata
,
output it as well as residual
(See Issue 17).residual
tidyverse
from Depends, Imports, or
SuggestsFixed broken url in ?bowl_samples
get_regression_*
functions meant for novice
R users/regression fitters that process regression model outputspennies
: 800 pennies to be treated as a population from
which to simulate sampling a numerical variable from (year
of minting)bowl
: Bowl of 2400 balls of which 900 are red to be
treated as a population from which to simulate sampling a categorical
variable from (color
). Also known as the urn sampling
framework .bowl_samples
: data from tactile version of sampling
from bowl
done in class: 10 groups sampled n=50 balls from
and counted the number red [ADD MODERNDIVE LINK]These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.