R/csvLens2df.R

In bibliometrix: Comprehensive Science Mapping Analysis

utils::globalVariables("where")

csvLens2df <- function(file){
  options(readr.num_columns = 0)
  
  ## import all files in a single data frame
  for (i in 1:length(file)){
    #D <- read.csv(file[i], quote='"', check.names = F, stringsAsFactors = F) #fileEncoding = "UTF-8-BOM")
    D <- read_csv(file[i], na=character(), quote='"', trim_ws = FALSE, progress = show_progress()) %>%
      mutate(across(where(is.numeric), as.character)) %>% 
      mutate(across(where(is.character), \(x) tidyr::replace_na(x,""))) %>% 
      as.data.frame()

    if (i>1){
      l <- intersect(l,names(D))
      DATA <- rbind(DATA[l],D[l])
    }else{
      l <- names(D)
      DATA <- D}
  }
  rm(D)
  
  ## Post-Processing

  # column re-labelling
  DATA <- relabelling_lens(DATA)
  
  if ("TC" %in% names(DATA)) DATA$TC <- as.numeric(DATA$TC)
  
  # Authors' names cleaning (surname and initials)
  DATA$AF <- DATA$AU
  
  # Authors' names cleaning (surname and initials)
  #remove ; and 2 or more spaces
  #DATA$AU <- gsub("\\s+", " ", DATA$AU)
  
  listAU <- strsplit(DATA$AU, split = "; ")
  
  AU <- lapply(listAU,function(l){
    lastname <- sub(".*\\s", "", trimws(l))
    firstname <- sub("\\s+[^ ]+$", "", l)
    firstname <- gsub("[^:A-Z:]","",firstname)
    AU <- paste(lastname,firstname,sep=" ",collapse=";")
    return(AU)
  })
  
  
  DATA$AU <- unlist(AU)
  #DATA$AU=gsub("\\.", "", DATA$AU)
  #DATA$AU=gsub(",", ";", DATA$AU)
  
  # Affiliation
  #DATA$C1 <- "Unknown"

  # Iso Source Titles
  DATA$SO[DATA$SO==""] <- DATA$Publisher[DATA$SO==""] 
  # DATA$JI <- sapply(DATA$SO, AbbrevTitle, USE.NAMES = FALSE)
  # DATA$J9 <- gsub("\\.","",DATA$JI)
  DATA$JI <- DATA$J9 <- DATA$SO
  DATA$ID <- DATA$DE
  DI <- DATA$DI
  URL <- DATA$URL
  DATA <- data.frame(lapply(DATA,toupper))
  DATA$DI <- DI
  DATA$URL <- URL
  DATA$AU_CO <- "NA"
  DATA$DB <- "LENS"
  return(DATA)
} 




relabelling_lens <- function(DATA){
  ## column re-labelling
  label <- names(DATA)
  label <- gsub("Source Title","SO",label)
  #label <- gsub("Authors with affiliations","C1",label)
  label <- gsub("Author/s","AU",label)
  label <- gsub("Publication.Type","DT",label)
  label <- gsub("Title","TI",label)
  label <- gsub("Publication Year","PY",label)
  label <- gsub("Volume","VL",label)
  label <- gsub("Issue Number","IS",label)
  label <- gsub("Source Country","SO_CO",label)
  label <- gsub("Scholarly Citation Count","TC",label)
  label <- gsub("DOI","DI",label)
  label <- gsub("Source URLs","URL",label)
  label <- gsub("Abstract","AB",label)
  label <- gsub("Keywords","DE",label)
  label <- gsub("MeSH Terms","MESH",label)
  label <- gsub("Funding Details","FU",label)
  label <- gsub("Funding","FX",label)
  label <- gsub("References","CR",label)
  #label <- gsub("Correspondence Address","RP",label)
  label <- gsub("Fields of Study","SC",label)
  label <- gsub("Language of Original Document","LA",label)
  label <- gsub("Document Type","DT",label)
  label <- gsub("Source","DB",label)
  label <- gsub("Lens ID","UT",label)
  label <- gsub("Citing Works Count", "TC", label)
  names(DATA) <- label
  
  return(DATA)
}