Codebook Package Comparison

Variable Metric	codebookr:: codebook()	codebook:: codebook()	memisc:: codebook()	sjPlot:: view_df()	labelled:: generate_dictionary()	dataReporter:: makeDataReport()	Variable Metric	skimr:: skim()	pointblank:: scan_data()	summarytools:: dfSummary()	gtsummary:: tbl_summary()	datawizard:: data_codebook()	vt:: vt()
Name	✅	✅	✅	✅	✅	✅	Name	✅	✅	✅	✅	✅	✅
Label	✅	✅	✅	✅	✅	✅	Label	❌	❌	✅	✅	✅	✅
Type	✅	✅	✅	✅	✅	✅	Type	❌	❌	✅	❌	✅	✅
Values	✅	✅	✅	✅	✅	❌	Values	❌	❌	✅	✅	✅	✅
Value labels	✅	✅	✅	✅	✅	❌	Value labels	❌	❌	❌	❌	✅	✅
NA values	✅	✅	✅	✅	❌	❌	NA values	❌	❌	❌	✅	❌	✅
NA labels	✅	✅	✅	✅	❌	❌	NA labels	❌	❌	❌	❌	❌	✅
Total valid N	❌	❌	❌	❌	❌	❌	Total valid N	❌	❌	✅	✅	❌	❌
Total missing N	✅	✅	❌	✅	❌	✅	Total missing N	✅	✅	✅	✅	✅	❌
N per value	✅	✅	✅	✅	❌	❌	N per value	✅	❌	✅	✅	✅	❌
% per value	✅	❌	✅	✅	❌	❌	% per value	❌	❌	✅	✅	✅	❌
N per NA value	✅	❌	✅	✅	❌	❌	N per NA value	❌	❌	❌	✅	❌	❌
% per NA value	✅	❌	✅	✅	❌	❌	% per NA value	❌	❌	❌	✅	❌	❌
Range for continuous	✅	✅	✅	✅	❌	✅	Range for continuous	✅	✅	✅	✅	✅	✅
Mean for continuous	✅	✅	✅	❌	❌	❌	Mean for continuous	❌	✅	✅	✅	❌	✅

*Note: dataMaid has been renamed to dataReporter. You can read more about it here.