R/populateConcentrations.r

Defines functions populateConcentrations

Documented in populateConcentrations

#' Populate Concentration Columns
#'
#' Creates ConcLow, ConcHigh, Uncen (0 if censored, 1 if uncensored) columns 
#' for Sample data frame for WRTDS analysis.
#'
#' @param rawData vector with value and code columns
#' @return concentrationColumns dataframe
#' @export
#' @examples
#' code <- c("","<","")
#' value <- c(1,2,3)
#' dataInput <- data.frame(value, code, stringsAsFactors=FALSE)
#' concentrationDF <- populateConcentrations(dataInput)
populateConcentrations <- function(rawData){  # rawData is a dataframe with value, code
  concentrationColumns <- as.data.frame(matrix(ncol=3,nrow=length(rawData$value)))
  colnames(concentrationColumns) <- c('ConcLow','ConcHigh','Uncen')  
  concentrationColumns$ConcLow <- as.numeric(ifelse((rawData$code!="<" | is.na(rawData$code)),rawData$value,0))
  concentrationColumns$ConcHigh <- as.numeric(ifelse((rawData$code != ">" | is.na(rawData$code)), rawData$value, 0))
  tempConcLow<-ifelse((rawData$code!="<" | is.na(rawData$code)),rawData$value,0)
  tempConcHigh <- ifelse((rawData$code != ">" | is.na(rawData$code)), rawData$value, 0)
  concentrationColumns$Uncen <- ifelse(tempConcLow == 0 | tempConcHigh == 0, 0, 1)
  #Add if value = NA?
  return (concentrationColumns)  # returns ConcLow, ConcHigh, Uncen (0 if censored, 1 if uncensored)
}
USGS-R/EGRET documentation built on Feb. 9, 2024, 5:30 p.m.