#' Check if recode process is successful
#'
#' This function aims to review the updated DF (post-recode) to check if all values were replaced
#' correctly. The output will indicate successful changes, and NA where text was not matched.
#'
#' @param dat Updated df that is generated after initial recode
#' @param recode_file Recode file to be used as reference for updates
#' @return A update object (recode_format) with indicators on successful and failed matches
#' @rdname C_hss_recode_check
#' @export
#'
C_hss_recode_check <- function(dat, recode_file){
#Create an updated file to contain the new values.
#Sanity checks if the main DF was updated
#Match checks if recode values match values in the main DF.
recode_3_file <- recode_file %>% mutate(Sanity = "", Match = "")
num <- as.list(1:nrow(recode_file))
for( i in num){
#This function operates row-by-row. This step initiates this process and removes empty rows.
step_1 <- dat %>% select(recode_file[[3]][i], recode_file[[1]][i]) %>% na.omit()
#This step filters the specific row and adds the corresponding recode value.
#If a match is not made based on the filter, then NA is displayed.
step_2 <- step_1 %>% filter(step_1[[2]] == recode_file[[2]][i]) %>% mutate(Recode = recode_file[[4]][i])
#In case a match is made, the designation of 'TRUE' is added.
step_3 <- step_2 %>% mutate(Match = step_2[[1]] == step_2[[3]])
#Values are added to the main recode file to display progress.
recode_3_file[[7]][i] <- step_3[[3]][1]
recode_3_file[[8]][i] <- step_3[[4]][1]
output <- recode_3_file}
return(output)
}
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.