Learning how to create a data

Load Packages

haven

tidyverse

summarytools

install.packages("haven")

Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.3'
(as 'lib' is unspecified)

if (!require(haven)){
install.packages("haven", dependencies = TRUE)
library(haven)
}

Loading required package: haven

install.packages("tidyverse")

Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.3'
(as 'lib' is unspecified)

if (!require(tidyverse)){
install.packages("tidyverse", dependencies = TRUE)
library(tidyverse)
}

Loading required package: tidyverse

── 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   3.4.4     ✔ tibble    3.2.1
✔ lubridate 1.9.3     ✔ tidyr     1.3.0
✔ 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 errors

install.packages("summarytools")

Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.3'
(as 'lib' is unspecified)

if (!require(summarytools)){
install.packages("summarytools", dependencies = TRUE)
library(summarytools)
}

Loading required package: summarytools

Warning in fun(libname, pkgname): couldn't connect to display ":0"

system might not have X11 capabilities; in case of errors when using dfSummary(), set st_options(use.x11 = FALSE)

Attaching package: 'summarytools'

The following object is masked from 'package:tibble':

    view

Import data

dataset.spss <- read_sav ("Harry Potter Data.sav")

Codebook

dataset.spss %>%
  select(CoinFlip, FFM_28, Potter28) -> newVariable

print (dfSummary(newVariable, graph.magnif =.75), method ='render')

Warning in png(png_loc <- tempfile(fileext = ".png"), width = 150 *
graph.magnif, : unable to open connection to X11 display ''

Warning in png(png_loc <- tempfile(fileext = ".png"), width = 150 *
graph.magnif, : unable to open connection to X11 display ''

Warning in png(png_loc <- tempfile(fileext = ".png"), width = 150 *
graph.magnif, : unable to open connection to X11 display ''

Data Frame Summary

newVariable

Dimensions: 122 x 3
Duplicates: 86

1

CoinFlip [haven_labelled, vctrs_vctr, double]

Flip a coin. Is it heads or tails?

Min : 1
Mean : 1.3
Max : 2

1	:	83	(	70.3%	)
2	:	35	(	29.7%	)

118 (96.7%)

4 (3.3%)

2

FFM_28 [haven_labelled, vctrs_vctr, double]

I see Myself as Someone Who..... - Perseveres until the task is finished

Mean (sd) : 3.9 (1)
min ≤ med ≤ max:
1 ≤ 4 ≤ 5
IQR (CV) : 2 (0.2)

1	:	2	(	2.1%	)
2	:	5	(	5.2%	)
3	:	20	(	20.8%	)
4	:	39	(	40.6%	)
5	:	30	(	31.2%	)

96 (78.7%)

26 (21.3%)

3

Potter28 [haven_labelled, vctrs_vctr, double]

Which would you rather be:

Mean (sd) : 3.3 (1)
min ≤ med ≤ max:
1 ≤ 3 ≤ 6
IQR (CV) : 0 (0.3)

1	:	5	(	5.0%	)
2	:	3	(	3.0%	)
3	:	69	(	68.3%	)
4	:	9	(	8.9%	)
5	:	10	(	9.9%	)
6	:	5	(	5.0%	)

101 (82.8%)

21 (17.2%)

Generated by summarytools 1.0.1 (R version 4.3.2)
2024-02-17