Tools for data summary

Tools for data summary

Usage

toolssummary(
  data,
  vars,
  excludeNA = FALSE,
  showFreq = TRUE,
  showStats = TRUE,
  useSummarytools = TRUE,
  showDfSummary = TRUE,
  showDescr = TRUE,
  groupVar,
  showCrosstabs = FALSE
)

Arguments

data

The data as a data frame.

vars

Variables to summarize

excludeNA

.

showFreq

.

showStats

.

useSummarytools

Use summarytools package for enhanced data summaries

showDfSummary

Show comprehensive data frame summary using summarytools::dfSummary

showDescr

Show detailed descriptive statistics using summarytools::descr

groupVar

Variable to group by for stratified summaries

showCrosstabs

Show cross-tabulation tables for categorical variables

Value

A results object containing:

results$todo					a html
results$summary					a table
results$dfSummary					a html
results$descrStats					a html
results$frequencies					a html
results$summaryToolsFreq					a html
results$numericStats					a table
results$crosstabs					a html

Tables can be converted to data frames with asDF or as.data.frame. For example:

results$summary$asDF

as.data.frame(results$summary)