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September 7, 2015 23:27
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Period (days) needed for a manuscript to be accepted after receievd in journals of the area of bioinformatics
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#! /usr/bin/Rscript | |
# This script is used for getting the period (days) needed for a manuscript to be | |
# accepted after receievd in journals of the area of bioinformatics. | |
# ref: http://www.r-bloggers.com/bioinformatics-journals-time-from-submission-to-acceptance-revisited/ | |
################################################################################ | |
# Some bioinformatics journals | |
titles <- c("Bioinformatics", "BMC Bioinformatics", "BMC Genomics", | |
"PLoS Computational Biology") | |
################################################################################ | |
# Get XML files from pubmed | |
getJournalXML <- function(title) { | |
library(rentrez) | |
print (title) | |
term <- paste(title, "[JOUR]", sep = "") | |
term <- paste(term, 'AND ("2013/01/01"[Date - Publication] : "3000"[Date - Publication])') | |
e <- entrez_search("pubmed", term, usehistory = "y") | |
f <- entrez_fetch("pubmed", WebEnv = e$WebEnv, query_key = e$QueryKey, | |
rettype = "xml", retmax = e$count) | |
d <- xmlTreeParse(f, useInternalNodes = TRUE) | |
outfile <- paste(gsub(" ", "_", title), "xml", sep = ".") | |
saveXML(xmlRoot(d), outfile) | |
} | |
# saves XML files in current working directory | |
sapply(titles, function(x) getJournalXML(x)) | |
################################################################################ | |
# period | |
xml2day <- function(xmlfile){ | |
library(XML) | |
journal_xml <- xmlParse(xmlfile) | |
################################################################################ | |
received_year <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='received']/Year)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='received']/Year", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
received_month <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='received']/Month)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='received']/Month", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
received_month <- sapply(received_month, function(x) { | |
if (is.na(x)) return (NA) | |
else if (nchar(x)!=2) return (paste0(0,x)) | |
else return (x) | |
} | |
) | |
received_day <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='received']/Day)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='received']/Day", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
received_day <- sapply(received_day, function(x) { | |
if (is.na(x)) return (NA) | |
else if (nchar(x)!=2) return (paste0(0,x)) | |
else return (x) | |
} | |
) | |
################################################################################ | |
accepted_year <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='accepted']/Year)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='accepted']/Year", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
accepted_month <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='accepted']/Month)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='accepted']/Month", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
accepted_month <- sapply(accepted_month, function(x) { | |
if (is.na(x)) return (NA) | |
else if (nchar(x)!=2) return (paste0(0,x)) | |
else return (x) | |
} | |
) | |
accepted_day <- xpathSApply(journal_xml, "//PubmedData/History", function(x) { | |
if (xpathSApply(x, "boolean(./PubMedPubDate[@PubStatus='accepted']/Day)")) { | |
xpathSApply(x, "./PubMedPubDate[@PubStatus='accepted']/Day", xmlValue) | |
} else { | |
NA | |
} | |
}) | |
accepted_day <- sapply(accepted_day, function(x) { | |
if (is.na(x)) return (NA) | |
else if (nchar(x)!=2) return (paste0(0,x)) | |
else return (x) | |
} | |
) | |
# filter NA | |
ind <- which(!is.na(accepted_day)) | |
ind1 <- which(!is.na(received_day)) | |
ind <- intersect(ind, ind1) | |
received_year1 <- received_year[ind] | |
received_month1 <- received_month[ind] | |
received_day1 <- received_day[ind] | |
accepted_year1 <- accepted_year[ind] | |
accepted_month1 <- accepted_month[ind] | |
accepted_day1 <- accepted_day[ind] | |
days <- as.numeric(as.Date(paste(accepted_year1, accepted_month1, accepted_day1, sep="/") ) - | |
as.Date(paste(received_year1, received_month1, received_day1, sep="/") ) ) | |
return (days) | |
} | |
xml_files <- paste(gsub(" ", "_", titles), "xml", sep = ".") | |
journal_days <- {} | |
for (i in 1:length(xml_files)) { | |
xmlfile <- xml_files[i] | |
journal <- titles[i] | |
journal_days[[journal]] <- xml2day(xmlfile) | |
} | |
################################################################################ | |
# Visualization | |
boxplot(journal_days, notch=T, outline=FALSE) | |
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