# ==================================================================== # # TITLE # # Antimicrobial Resistance (AMR) Analysis # # # # SOURCE # # https://gitlab.com/msberends/AMR # # # # LICENCE # # (c) 2019 Berends MS (m.s.berends@umcg.nl), Luz CF (c.f.luz@umcg.nl) # # # # This R package is free software; you can freely use and distribute # # it for both personal and commercial purposes under the terms of the # # GNU General Public License version 2.0 (GNU GPL-2), as published by # # the Free Software Foundation. # # # # This R package was created for academic research and was publicly # # released in the hope that it will be useful, but it comes WITHOUT # # ANY WARRANTY OR LIABILITY. # # Visit our website for more info: https://msberends.gitab.io/AMR. # # ==================================================================== # #' Check availability of columns #' #' Easy check for availability of columns in a data set. This makes it easy to get an idea of which antibiotic combination can be used for calculation with e.g. \code{\link{portion_IR}}. #' @param tbl a \code{data.frame} or \code{list} #' @return \code{data.frame} with column names of \code{tbl} as row names and columns: \code{percent_IR}, \code{count}, \code{percent}, \code{visual_availability}. #' @export #' @examples #' availability(septic_patients) #' #' library(dplyr) #' septic_patients %>% availability() #' #' septic_patients %>% #' select_if(is.rsi) %>% #' availability() #' #' septic_patients %>% #' filter(mo == as.mo("E. coli")) %>% #' select_if(is.rsi) %>% #' availability() availability <- function(tbl) { x <- base::sapply(tbl, function(x) { 1 - base::sum(base::is.na(x)) / base::length(x) }) n <- base::sapply(tbl, function(x) base::length(x[!base::is.na(x)])) IR <- base::sapply(tbl, function(x) base::ifelse(is.rsi(x), base::round(portion_IR(x, minimum = 0) * 100, 1), "NaN")) IR <- paste0(IR, "%") IR <- gsub("NaN%", "", IR) max_chars <- 50 x_chars <- strrep("#", round(x, digits = 2) / (1 / max_chars)) x_chars_empty <- strrep("-", max_chars - nchar(x_chars)) # x_abnames <- character(length(x)) # for (i in 1:length(x)) { # if (tbl %>% pull(i) %>% is.rsi()) { # x_abnames[i] <- atc_name(colnames(tbl)[i]) # } # } data.frame(percent_IR = IR, count = n, percent = paste0(round(x * 100, 1), "%"), visual_availabilty = paste0("|", x_chars, x_chars_empty, "|")) }