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

Codebook

dataset %>%
  select(CoinFlip, FFM_6, Potter20) -> 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: 64

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_6 [haven_labelled, vctrs_vctr, double]	I see Myself as Someone Who..... - Is reserved	Mean (sd) : 3.5 (1.1) min ≤ med ≤ max: 1 ≤ 4 ≤ 5 IQR (CV) : 1 (0.3)	1 : 4 ( 4.2% ) 2 : 17 ( 17.7% ) 3 : 19 ( 19.8% ) 4 : 38 ( 39.6% ) 5 : 18 ( 18.8% )		96 (78.7%)	26 (21.3%)
3	Potter20 [haven_labelled, vctrs_vctr, double]	If you were attending Hogwarts, which pet would you choose to take with you?	Mean (sd) : 5.8 (3.6) min ≤ med ≤ max: 1 ≤ 5 ≤ 15 IQR (CV) : 6 (0.6)	14 distinct values		101 (82.8%)	21 (17.2%)

Generated by summarytools 1.0.1 (R version 4.3.2)
2024-02-18