Last active
August 22, 2016 02:13
-
-
Save dgrtwo/2411974dbf38bf5a363b61286a9feaea to your computer and use it in GitHub Desktop.
add_tally and add_count
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #' Add a column counting or tallying observations within groups | |
| #' | |
| #' \code{add_tally} adds a column named "n" (or similar) to a table based on the number | |
| #' of items within each group. These functions are to \code{tally} and | |
| #' \code{count} as \code{mutate} is to \code{summarise}: they add an additional | |
| #' column. They tally within the groups of the current data, and do not change them. | |
| #' | |
| #' @param x A table | |
| #' @param wt (Optional) If omitted, will count the number of rows. Otherwise, use a weighted tally | |
| #' @param sort Whether to sort the result in descending order of n | |
| #' | |
| #' @examples | |
| #' | |
| #' add_tally(mtcars) | |
| #' add_tally(group_by(mtcars, cyl)) | |
| #' add_tally(group_by(mtcars, cyl), sort = TRUE) | |
| #' | |
| #' add_count(mtcars, cyl) | |
| #' add_count(mtcars, cyl, am) | |
| #' | |
| #' @export | |
| add_tally <- function(x, wt, sort = FALSE) { | |
| if (missing(wt)) { | |
| if ("n" %in% names(x)) { | |
| message("Using n as weighting variable") | |
| wt <- quote(n) | |
| } | |
| else { | |
| wt <- NULL | |
| } | |
| } | |
| else { | |
| wt <- substitute(wt) | |
| } | |
| add_tally_(x, wt, sort = sort) | |
| } | |
| #' @rdname add_tally | |
| #' @export | |
| add_tally_ <- function(x, wt = NULL, sort = FALSE) { | |
| g <- groups(x) | |
| if (is.null(wt)) { | |
| n <- quote(n()) | |
| } | |
| else { | |
| n <- lazyeval::interp(quote(sum(wt, na.rm = TRUE)), wt = wt) | |
| } | |
| n_name <- n_name(tbl_vars(x)) | |
| out <- mutate_(x, .dots = setNames(list(n), n_name)) | |
| if (sort) { | |
| desc_n <- lazyeval::interp(quote(desc(n)), n = as.name(n_name)) | |
| out <- arrange_(out, desc_n) | |
| } | |
| group_by_(out, .dots = g) | |
| } | |
| #' @rdname add_tally | |
| #' @export | |
| add_count <- function(x, ..., wt = NULL, sort = FALSE) { | |
| vars <- lazyeval::lazy_dots(...) | |
| wt <- substitute(wt) | |
| add_count_(x, vars, wt, sort = sort) | |
| } | |
| #' @rdname add_tally | |
| #' @export | |
| add_count_ <- function(x, vars, wt = NULL, sort = FALSE) { | |
| g <- groups(x) | |
| grouped <- group_by_(x, .dots = vars, add = TRUE) | |
| ret <- add_tally_(grouped, wt = wt, sort = sort) | |
| group_by_(ret, .dots = g) | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
where is the function n_name first defined?