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library(tidyverse) | |
library(scholar) | |
# get from scholar profile urlafter "/citations?user=" and before "=en" | |
id_authorname <- "TQQzkCwAAAAJ&hl" | |
profile_authorname <- get_profile(id_authorname) | |
profile_authorname | |
library(googlesheets4) | |
gs4_auth(email = "author_email@...") | |
papers_sheet <- gs4_create("peer_review_authorname") # ONLY ONCE! | |
papers_sheet %>% gs4_browse() | |
papers_authorname <- get_publications(id_authorname, sortby = "citation") | |
impact <- get_journalrank(journals=papers_authorname$journal) | |
papers_authorname <- cbind(papers_authorname, impact) | |
dim(papers_authorname) | |
papers_authorname %>% | |
filter(Type=="journal") %>% | |
mutate(rank = row_number(), | |
years = if_else(lubridate::year(Sys.Date())-year == 0, 1, lubridate::year(Sys.Date())-year), | |
cites_per_year=round(cites/years,2)) %>% | |
dplyr::select(rank, year, title, journal, cites, cites_per_year, Country, SJR, SJR.Best.Quartile, author) -> peer_reviewed_authorname | |
peer_reviewed_authorname %>% | |
sheet_write(ss=papers_sheet, sheet="published") | |
peer_reviewed_authorname %>% | |
group_by(journal) %>% | |
summarise(n=n(), | |
Q=first(SJR.Best.Quartile)) %>% | |
arrange(-n) %>% | |
sheet_write(ss=papers_sheet, sheet="per_journal") | |
peer_reviewed_authorname %>% | |
count(SJR.Best.Quartile, sort=T) %>% | |
sheet_write(ss=papers_sheet, sheet="per_Q") | |
# citation evolution | |
citation_history <- get_citation_history(id_authorname) | |
p1 <- citation_history %>% | |
ggplot()+ | |
aes(x=year, y=cites)+ | |
geom_line(col="blue") + | |
geom_dotplot(data=peer_reviewed_authorname %>% | |
count(year) %>% | |
uncount(n) %>% | |
mutate(y=1), | |
aes(year, y=y), | |
fill = "orange", color = "black", show.legend=T, | |
method = 'histodot', binwidth = 1, dotsize=.1) + | |
scale_x_continuous(breaks = min(citation_history):max(citation_history))+ | |
labs(x="", title="Publications (dots)\nCitations per year (line) ") | |
p1 | |
# Coauthors network | |
p2 <- get_coauthors(id_authorname) %>% | |
plot_coauthors(size_labels=3) + | |
ggtitle(paste0(profile_authorname$name, " coauthorship's network")) | |
p2 | |
library(patchwork) | |
p1 | p2 |
Author
juanchiem
commented
Sep 29, 2021
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