cumall: Cumulative versions of any, all, and mean

In tidyverse/dplyr: A Grammar of Data Manipulation

Cumulative versions of any, all, and mean

Description

dplyr provides cumall(), cumany(), and cummean() to complete R's set of cumulative functions.

Usage

cumall(x)

cumany(x)

cummean(x)

Arguments

x	For cumall() and cumany(), a logical vector; for cummean() an integer or numeric vector.

Value

A vector the same length as x.

Cumulative logical functions

These are particularly useful in conjunction with filter():

• cumall(x): all cases until the first FALSE.

• cumall(!x): all cases until the first TRUE.

• cumany(x): all cases after the first TRUE.

• cumany(!x): all cases after the first FALSE.

Examples

# `cummean()` returns a numeric/integer vector of the same length
# as the input vector.
x <- c(1, 3, 5, 2, 2)
cummean(x)
cumsum(x) / seq_along(x)

# `cumall()` and `cumany()` return logicals
cumall(x < 5)
cumany(x == 3)

# `cumall()` vs. `cumany()`
df <- data.frame(
  date = as.Date("2020-01-01") + 0:6,
  balance = c(100, 50, 25, -25, -50, 30, 120)
)
# all rows after first overdraft
df %>% filter(cumany(balance < 0))
# all rows until first overdraft
df %>% filter(cumall(!(balance < 0)))

tidyverse/dplyr documentation built on Nov. 4, 2024, 2:44 a.m.