library(tidyverse) # Tidy data processing and plotting── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr 1.1.4 ✔ readr 2.1.5
✔ forcats 1.0.0 ✔ stringr 1.5.1
✔ ggplot2 3.5.1 ✔ tibble 3.2.1
✔ lubridate 1.9.3 ✔ tidyr 1.3.1
✔ purrr 1.0.2
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(ggformula) # Formula based plotsLoading required package: scales
Attaching package: 'scales'
The following object is masked from 'package:purrr':
discard
The following object is masked from 'package:readr':
col_factor
Loading required package: ggridges
New to ggformula? Try the tutorials:
learnr::run_tutorial("introduction", package = "ggformula")
learnr::run_tutorial("refining", package = "ggformula")library(mosaic) # Our go-to packageRegistered S3 method overwritten by 'mosaic':
method from
fortify.SpatialPolygonsDataFrame ggplot2
The 'mosaic' package masks several functions from core packages in order to add
additional features. The original behavior of these functions should not be affected by this.
Attaching package: 'mosaic'
The following object is masked from 'package:Matrix':
mean
The following object is masked from 'package:scales':
rescale
The following objects are masked from 'package:dplyr':
count, do, tally
The following object is masked from 'package:purrr':
cross
The following object is masked from 'package:ggplot2':
stat
The following objects are masked from 'package:stats':
binom.test, cor, cor.test, cov, fivenum, IQR, median, prop.test,
quantile, sd, t.test, var
The following objects are masked from 'package:base':
max, mean, min, prod, range, sample, sumlibrary(skimr) # Another Data inspection package
Attaching package: 'skimr'
The following object is masked from 'package:mosaic':
n_missinglibrary(kableExtra) # Making good tables with data
Attaching package: 'kableExtra'
The following object is masked from 'package:dplyr':
group_rowslibrary(GGally) # Corr plotsRegistered S3 method overwritten by 'GGally':
method from
+.gg ggplot2library(corrplot) # More corrplotscorrplot 0.94 loadedlibrary(ggExtra) # Making Combination Plots
# devtools::install_github("rpruim/Lock5withR")
library(Lock5withR) # Datasets
library(palmerpenguins) # A famous dataset
library(easystats) # Easy Statistical Analysis and Charts# Attaching packages: easystats 0.7.3 (red = needs update)
✖ bayestestR 0.14.0 ✔ correlation 0.8.5
✔ datawizard 0.13.0 ✔ effectsize 0.8.9
✔ insight 0.20.5 ✔ modelbased 0.8.8
✔ performance 0.12.3 ✔ parameters 0.22.2
✔ report 0.5.9 ✔ see 0.9.0
Restart the R-Session and update packages with `easystats::easystats_update()`.library(correlation) # Different Types of Correlations
# From the easystats collection of packages
