R/sourceGrowth.R

In massimoaria/bibliometrix: Comprehensive Science Mapping Analysis

#' Number of documents published annually per Top Sources
#'
#' It calculates yearly published documents of the top sources.
#'
#' @param M is a data frame obtained by the converting function \code{\link{convert2df}}.
#'        It is a data matrix with cases corresponding to articles and variables to Field Tag in the original ISI or SCOPUS file.
#' @param top is a numeric. It indicates the number of top sources to analyze. The default value is 5.
#' @param cdf is a logical. If TRUE, the function calculates the cumulative occurrences distribution.
#' @return an object of class \code{data.frame}
#' @examples
#'
#' data(scientometrics, package = "bibliometrixData")
#' topSO <- sourceGrowth(scientometrics, top = 1, cdf = TRUE)
#' topSO
#'
#' # Plotting results
#' \dontrun{
#' install.packages("reshape2")
#' library(reshape2)
#' library(ggplot2)
#' DF <- melt(topSO, id = "Year")
#' ggplot(DF, aes(Year, value, group = variable, color = variable)) +
#'   geom_line()
#' }
#'
#' @export
#'
sourceGrowth <- function(M, top = 5, cdf = TRUE) {
  PY <- min(M$PY, na.rm = T):max(M$PY, na.rm = T)
  WSO <- cocMatrix(M, Field = "SO")
  if (is.null(dim(WSO))) {
    WSO <- cbind(WSO)
    colnames(WSO) <- M$SO[1]
  }
  if (top > dim(WSO)[2]) {
    top <- dim(WSO)[2]
  }

  M$PY <- as.character(M$PY)
  WPY <- cocMatrix(M, Field = "PY")
  i <- setdiff(PY, colnames(WPY))
  if (length(i) > 0) {
    WPY <- cbind(WPY, matrix(0, dim(WPY)[1], length(i)))
    colnames(WPY)[(dim(WPY)[2] - length(i) + 1):dim(WPY)[2]] <- as.character(i)
  }
  PYSO <- Matrix::crossprod(WPY, WSO)
  ind <- Matrix::colSums(PYSO)
  deg <- sort(ind, decreasing = T)[top]
  sonames <- colnames(PYSO)[ind >= deg]
  PYSO <- as.data.frame(as.matrix(PYSO[, ind >= deg]))

  PYSO <- cbind(as.numeric(colnames(WPY)), PYSO)

  PYSO <- PYSO[order(PYSO[, 1]), ]
  if (isTRUE(cdf)) {
    PYSO[, -1] <- apply(as.data.frame(PYSO[, -1]), 2, cumsum)
  }
  names(PYSO) <- c("Year", sonames)
  return(PYSO)
}