## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----built-------------------------------------------------------------------- message(paste0('Datetime: ',Sys.Date(),':',Sys.time())) ## ----setup, message=FALSE----------------------------------------------------- library(repfun) suppressMessages(library(dplyr)) library(kableExtra) ## ----envir-------------------------------------------------------------------- tmpdr <- tempdir() datdir <- file.path(gsub("\\","/",tmpdr,fixed=TRUE),"datdir") dir.create(datdir,showWarnings=FALSE) repfun::copydata(datdir) repfun::rs_setup(D_POP='SAFFL', D_POPLBL='Safety', D_POPDATA=repfun::adsl %>% dplyr::filter(SAFFL =='Y'), D_SUBJID=c("STUDYID","USUBJID"), R_ADAMDATA=datdir) G_POPDATA <- repfun:::rfenv$G_POPDATA %>% mutate(TRT01AN=ifelse(TRT01A=='Placebo',1,ifelse(TRT01A=='Xanomeline Low Dose',2,3))) %>% select(STUDYID,USUBJID,SAFFL,TRT01AN,TRT01A) %>% repfun::ru_labels(varlabels=list('TRT01AN'='Actual Treatment for Period 01 (n)')) adae <- repfun:::rfenv$adamdata$adae.rda() %>% filter(TRTEMFL=='Y') %>% repfun::ru_getdata(G_POPDATA, c("STUDYID", "USUBJID"),keeppopvars=c("TRT01AN", "TRT01A", "SAFFL")) ## ----update, out.width="70%"-------------------------------------------------- addbign <- repfun::ru_addbignvar(adae, G_POPDATA, groupbyvars=c("TRT01AN", "TRT01A"), countdistinctvars=c("STUDYID", "USUBJID"), totalforvar=c("TRT01AN"), totalid = 99, totaldecode = 'Total', codedecodevarpairs=c("TRT01AN", "TRT01A"), varcodelistpairs=c(""), codelistnames=list(), addbigntovarvalue=TRUE, splitchar="~") %>% select(STUDYID,USUBJID,TRT01AN,TRT01A, AEBODSYS,AEDECOD) %>% arrange(STUDYID, USUBJID, TRT01AN, TRT01A, AEBODSYS, AEDECOD) ## ----results1----------------------------------------------------------------- lbls <- sapply(addbign,function(x){attr(x,"label")}) knitr::kable( head(addbign,10), col.names=paste(names(lbls),lbls,sep=": "), caption = "Big N Added to ADAE (Attached to TRT01A - The last groupbyvars column)") %>% kable_styling(full_width = T) %>% column_spec(c(2,4,5,6), width_min = '2in')