--- title: "Add-Page-Numbers-to-Dataframe" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Add-Page-Numbers-to-Dataframe} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` ## Vignette Build Datetime ```{r built} message(paste0('Datetime: ',Sys.Date(),':',Sys.time())) ``` ## Load Libraries ```{r setup, message=FALSE} library(repfun) library(dplyr) library(kableExtra) ``` ## Set Up the Reporting Environment ```{r envir} tmpdr <- tempdir() datdir <- file.path(gsub("\\","/",tmpdr,fixed=TRUE),"datdir") dir.create(datdir,showWarnings=FALSE) repfun::copydata(datdir) repfun::rs_setup(D_POP="SAFFL",D_POPLBL="Safety", D_POPDATA=repfun::adsl %>% dplyr::filter(SAFFL =='Y'), D_SUBJID=c("STUDYID","USUBJID"), R_ADAMDATA=datdir) repfun:::rfenv$G_POPDATA %>% mutate(TRT01AN=ifelse(TRT01A=='Placebo',1,ifelse(TRT01A=='Xanomeline Low Dose',2,3))) %>% repfun::ru_labels(varlabels=list('TRT01AN'='Actual Treatment for Period 01 (n)')) -> G_POPDATA ``` ## Read in ADAE and Apply Population ```{r update} adae <- repfun:::rfenv$adamdata$adae.rda() %>% select(-SAFFL) %>% repfun::ru_getdata(G_POPDATA, c("STUDYID", "USUBJID"), keeppopvars=c("TRT01AN", "TRT01A")) ``` ## Generate Counts and Percents for AE Body System and Preferred Term then Denormalize It ```{r cntper} aesum_t <- repfun::ru_freq(adae, dsetindenom=G_POPDATA, countdistinctvars=c('STUDYID','USUBJID'), groupbyvarsnumer=c('TRT01AN','TRT01A','AEBODSYS','AEDECOD'), anyeventvars = c('AEBODSYS','AEDECOD'), anyeventvalues = c('ANY EVENT','ANY EVENT'), groupbyvarsdenom=c('TRT01AN'), resultstyle="NUMERPCT", totalforvar=c('TRT01AN'), totalid=99, totaldecode='Total', codedecodevarpairs=c("TRT01AN", "TRT01A"), resultpctdps=0) %>% repfun::ru_denorm(varstodenorm=c("tt_result", "PERCENT"), groupbyvars=c("tt_summarylevel", "AEBODSYS", "AEDECOD"), acrossvar="TRT01AN", acrossvarlabel="TRT01A", acrossvarprefix=c("tt_ac", "tt_p")) %>% arrange(tt_summarylevel, AEBODSYS, AEDECOD) %>% mutate(ord1=ifelse(tt_summarylevel==0,0,1)) %>% rename(ord2=tt_summarylevel) %>% arrange(ord1,AEBODSYS,ord2,AEDECOD) %>% select(-c(starts_with('tt_p'),starts_with('ord'))) #print(head(aesum_t,10)) #str(aesum_t) ``` ## Add Simple Page Numbers then Display the Dataframe using 30 Rows in Body of Report ```{r pagnum1} #=========================== # Example 1: Simple paging. #=========================== aesum_p1 <- repfun::ru_addpage(aesum_t,grpvars=c('AEBODSYS'),rowsprbdy=30) %>% mutate(Row_Number=row_number()) %>% repfun::ru_labels(varlabels=list('Row_Number'='DataFrame Row Number')) lbls <- lapply(aesum_p1,function(x){attr(x,"label")}) knitr::kable(head(aesum_p1,10), col.names=paste(names(lbls),lbls,sep=": "), caption="Example 1: Simple Page Numbers Added to Dataframe using 30 Rows in Body of Report") %>% kable_styling(full_width = T) %>% column_spec(c(1,2), width_min = '3in') ``` ## Add Paging using NoSplitVars when it Won't Work with 30 Rows in Body of Report ```{r pagnum2} #======================================================================================================================= # Example 2: No splitvars, but 30 rows won't work for this data. (Which will revert to simple paging as in Example 1.) #======================================================================================================================= aesum_p2 <- repfun::ru_addpage(aesum_t,grpvars=c('AEBODSYS'),rowsprbdy=30,nosplitvars=TRUE) %>% mutate(Row_Number=row_number()) %>% repfun::ru_labels(varlabels=list('Row_Number'='DataFrame Row Number')) lbls <- lapply(aesum_p2,function(x){attr(x,"label")}) knitr::kable( head(aesum_p2,10), col.names=paste(names(lbls),lbls,sep=": "), caption="Example 2: Add Paging to Dataframe with NoSplitVars when it Won't Work (Revert to Simple Paging)") %>% kable_styling(full_width = T) %>% column_spec(c(1,2), width_min ='3in') ``` ## Add Paging using NoSplitVars when it Will Work with 35 Rows in Body of Report ```{r pagnum3} #============================================================================= # Example 3: NoSplitVars on AEBODSYS using 35 rows which works for this data. #============================================================================= aesum_p3 <- repfun::ru_addpage(aesum_t,grpvars=c('AEBODSYS'),rowsprbdy=35,nosplitvars=TRUE) %>% mutate(Row_Number=row_number()) %>% repfun::ru_labels(varlabels=list('Row_Number'='DataFrame Row Number')) lbls <- lapply(aesum_p3,function(x){attr(x,"label")}) knitr::kable( head(aesum_p3,10), col.names=paste(names(lbls),lbls,sep=": "), caption = "Example 3: Add Paging to Dataframe with NoSplitVars when it Will Work using 35 Rows in Body of Report") %>% kable_styling(full_width = T) %>% column_spec(c(1,2), width_min ='3in') ```