dt_count: Additional useful functions

In maditr: Fast Data Aggregation, Modification, and Filtering with Pipes and 'data.table'

Additional useful functions

Description

• dt_count calculates number of cases by groups, possibly weighted. dt_add_count adds number of cases to existing dataset.

• dt_top_n returns top n rows from each group.

Usage

dt_count(data, ..., weight = NULL, sort = FALSE, name = "n")

dt_add_count(data, ..., weight = NULL, sort = FALSE, name = "n")

dt_top_n(data, n, by, order_by = NULL)

Arguments

data	data.table/data.frame data.frame will be automatically converted to data.table.
...	variables to group by.
weight	optional. Unquoted variable name. If provided result will be the sum of this variable by groups.
sort	logical. If TRUE result will be sorted in desending order by resulting variable.
name	character. Name of resulting variable.
n	numeric. number of top cases. If n is negative then bottom values will be returned.
by	list or vector of grouping variables
order_by	unquoted variable name by which result will be sorted. If not specified, defaults to the last variable in the dataset.

Value

data.table

Examples

data(mtcars)

# dt_count
dt_count(mtcars, am, vs)
dt_add_count(mtcars, am, vs, name = "am_vs")[] # [] for autoprinting

# dt_top_n
dt_top_n(mtcars, 2, by  = list(am, vs))
dt_top_n(mtcars, 2, order_by = mpg, by  = list(am, vs))

maditr documentation built on May 29, 2024, 3:55 a.m.