Learning how to create a data codebook

Load Packages

haven

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

tidyverse

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

summarytools

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

Import Data

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

Codebook

dataset %>%
  select(CoinFlip, FFM_13, Potter9) -> newVariable

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

Warning: unable to open connection to X11 display ''

Data Frame Summary

newVariable

Dimensions: 122 x 3
Duplicates: 91

No	Variable	Label	Stats / Values	Freqs (% of Valid)	Graph	Valid	Missing
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_13 [haven_labelled, vctrs_vctr, double]	I see Myself as Someone Who..... - Is a reliable worker	Mean (sd) : 4.4 (0.7) min ≤ med ≤ max: 2 ≤ 5 ≤ 5 IQR (CV) : 1 (0.2)	2 : 2 ( 2.0% ) 3 : 8 ( 8.2% ) 4 : 32 ( 32.7% ) 5 : 56 ( 57.1% )		98 (80.3%)	24 (19.7%)
3	Potter9 [haven_labelled, vctrs_vctr, double]	Once every century, the Flutterby bush produces flowers that adapt their scent to attract the unwary. If it lured you, it would smell of:	Mean (sd) : 2.5 (1.2) min ≤ med ≤ max: 1 ≤ 2 ≤ 4 IQR (CV) : 2 (0.5)	1 : 22 ( 21.6% ) 2 : 40 ( 39.2% ) 3 : 7 ( 6.9% ) 4 : 33 ( 32.4% )		102 (83.6%)	20 (16.4%)

Generated by summarytools 1.0.1 (R version 4.3.2)
2024-02-14