groupsummary: Group and Summarize

In sbalci/ClinicoPathJamoviModule: Analysis for Clinicopathological Research

Group and Summarize

Description

Group data by categorical variables and calculate summary statistics

Usage

groupsummary(
  data,
  groupVars,
  sumVars,
  statistics = list("sum", "mean", "n"),
  dateVar,
  dateFormat = "ymd",
  timeAggregation = "day",
  showMissing = FALSE,
  addPercentage = TRUE,
  sortBy = "groups"
)

Arguments

data	The data as a data frame.
groupVars	Variables to group by (categorical or date).
sumVars	Numeric variables to calculate statistics for each group.
statistics	.
dateVar	Select the date variable from group variables to apply date formatting.
dateFormat	.
timeAggregation	.
showMissing	Include groups with missing values in the summary.
addPercentage	Add percentage of total for sum values.
sortBy	.

Value

A results object containing:

results$todo					a html
results$dateInfo					a html
results$summaryTable					a table
results$plot					an image

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

results$summaryTable$asDF

as.data.frame(results$summaryTable)

Examples

# Group by one or more categorical variables and sum numeric variables
groupsummary(
    data = mydata,
    groupVars = c("Category", "Group"),
    sumVars = c("Value1", "Value2")
)

sbalci/ClinicoPathJamoviModule documentation built on June 13, 2025, 9:34 a.m.