1 Seminar 3

During this class, we got introduced to webscraping.

Unfortunately, I updated RStudio between last class and the upcoming one, and most of the code appears to be malfunctioning.


# lpol_staff <- read_html("https://www.universiteitleiden.nl/en/social-behavioural-sciences/political-science/staff#tab-1")
# head(lpol_staff)

# lpol_staff <- lpol_staff %>%
#   html_nodes("body") %>%
#   html_nodes(xpath = "//a") %>%
#   html_text()

The function “read_html” is having issues, so I made turned the above code into notes.


library(tidyr)
library(xml2)

packages <- c("tidyverse", "scholar", "openalexR", "rvest", "jsonlite")
# fpackage.check(packages)

# fpackage.check <- function(packages) {
# lapply(packages, FUN = function(x) {
#      if (!require(x, character.only = TRUE)) {
#          install.packages(x, dependencies = TRUE)
#          library(x, character.only = TRUE)
#      }
#  })
# }

fsave <- function(x, file = NULL, location = "./data/processed/") {
    ifelse(!dir.exists("data"), dir.create("data"), FALSE)
    ifelse(!dir.exists("data/processed"), dir.create("data/processed"), FALSE)
    if (is.null(file))
        file = deparse(substitute(x))
    datename <- substr(gsub("[:-]", "", Sys.time()), 1, 8)
    totalname <- paste(location, datename, file, ".rda", sep = "")
    save(x, file = totalname)  #need to fix if file is reloaded as input name, not as x. 
}

fload <- function(filename) {
    load(filename)
    get(ls()[ls() != "filename"])
}

fshowdf <- function(x, ...) {
    knitr::kable(x, digits = 2, "html", ...) %>%
        kableExtra::kable_styling(bootstrap_options = c("striped", "hover")) %>%
        kableExtra::scroll_box(width = "100%", height = "300px")
}

# install.packages("kabelExtra")
# library(kabelExtra)

options(openalexR.mailto = "ghislaine.degroot@ru.nl")  

url <- "https://api.openalex.org/authors?search=Jochem Tolsma"

# based on what you have learned so far, you would probably first try:
# jt <- read_html("https://api.openalex.org/authors?search=Jochem+Tolsma") %>%
#   html_text2()

# substr(jt, 1, 100)

library(jsonlite)
library(rvest)
library(scholar)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(openalexR)
## openalexR v2.0.0 introduces breaking changes.
## See NEWS.md for details.
## 
## To suppress this message, add `openalexR.message = suppressed` to your .Renviron file.
jt_json <- fromJSON("https://api.openalex.org/authors?search=Jochem+Tolsma", simplifyVector = FALSE)
glimpse(jt_json, max.level = 1)
## List of 3
##  $ meta    :List of 5
##  $ results :List of 1
##  $ group_by: list()
jt_json[["results"]][[1]][["display_name"]]
## [1] "Jochem Tolsma"
# df_jt <- jt_json %>%
#   .$results %>%
#   .[[1]] %>%
#   discard(is_empty) can't figure out why discard is causing issues when trying to knit

# df_jt

df_jt2 <- jt_json %>%
    .$results %>%
    .[[1]]

df_jt2
## $id
## [1] "https://openalex.org/A5087380803"
## 
## $orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## $display_name
## [1] "Jochem Tolsma"
## 
## $display_name_alternatives
## $display_name_alternatives[[1]]
## [1] "J. Tolsma"
## 
## $display_name_alternatives[[2]]
## [1] "Jochem Tolsma"
## 
## $display_name_alternatives[[3]]
## [1] "J L Tolsma"
## 
## 
## $relevance_score
## [1] 8980.66
## 
## $works_count
## [1] 87
## 
## $cited_by_count
## [1] 2116
## 
## $summary_stats
## $summary_stats$`2yr_mean_citedness`
## [1] 2.888889
## 
## $summary_stats$h_index
## [1] 22
## 
## $summary_stats$i10_index
## [1] 36
## 
## 
## $ids
## $ids$openalex
## [1] "https://openalex.org/A5087380803"
## 
## $ids$orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## 
## $affiliations
## $affiliations[[1]]
## $affiliations[[1]]$institution
## $affiliations[[1]]$institution$id
## [1] "https://openalex.org/I145872427"
## 
## $affiliations[[1]]$institution$ror
## [1] "https://ror.org/016xsfp80"
## 
## $affiliations[[1]]$institution$display_name
## [1] "Radboud University Nijmegen"
## 
## $affiliations[[1]]$institution$country_code
## [1] "NL"
## 
## $affiliations[[1]]$institution$type
## [1] "funder"
## 
## $affiliations[[1]]$institution$lineage
## $affiliations[[1]]$institution$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## $affiliations[[1]]$years
## $affiliations[[1]]$years[[1]]
## [1] 2025
## 
## $affiliations[[1]]$years[[2]]
## [1] 2024
## 
## $affiliations[[1]]$years[[3]]
## [1] 2023
## 
## $affiliations[[1]]$years[[4]]
## [1] 2022
## 
## $affiliations[[1]]$years[[5]]
## [1] 2021
## 
## $affiliations[[1]]$years[[6]]
## [1] 2019
## 
## $affiliations[[1]]$years[[7]]
## [1] 2018
## 
## $affiliations[[1]]$years[[8]]
## [1] 2017
## 
## $affiliations[[1]]$years[[9]]
## [1] 2016
## 
## $affiliations[[1]]$years[[10]]
## [1] 2015
## 
## 
## 
## $affiliations[[2]]
## $affiliations[[2]]$institution
## $affiliations[[2]]$institution$id
## [1] "https://openalex.org/I4210087716"
## 
## $affiliations[[2]]$institution$ror
## [1] "https://ror.org/005rems48"
## 
## $affiliations[[2]]$institution$display_name
## [1] "Interuniversity Center for Social Science Theory and Methodology"
## 
## $affiliations[[2]]$institution$country_code
## [1] "NL"
## 
## $affiliations[[2]]$institution$type
## [1] "education"
## 
## $affiliations[[2]]$institution$lineage
## $affiliations[[2]]$institution$lineage[[1]]
## [1] "https://openalex.org/I4210087716"
## 
## 
## 
## $affiliations[[2]]$years
## $affiliations[[2]]$years[[1]]
## [1] 2025
## 
## $affiliations[[2]]$years[[2]]
## [1] 2022
## 
## 
## 
## $affiliations[[3]]
## $affiliations[[3]]$institution
## $affiliations[[3]]$institution$id
## [1] "https://openalex.org/I169381384"
## 
## $affiliations[[3]]$institution$ror
## [1] "https://ror.org/012p63287"
## 
## $affiliations[[3]]$institution$display_name
## [1] "University of Groningen"
## 
## $affiliations[[3]]$institution$country_code
## [1] "NL"
## 
## $affiliations[[3]]$institution$type
## [1] "funder"
## 
## $affiliations[[3]]$institution$lineage
## $affiliations[[3]]$institution$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## $affiliations[[3]]$years
## $affiliations[[3]]$years[[1]]
## [1] 2025
## 
## $affiliations[[3]]$years[[2]]
## [1] 2024
## 
## $affiliations[[3]]$years[[3]]
## [1] 2023
## 
## $affiliations[[3]]$years[[4]]
## [1] 2022
## 
## $affiliations[[3]]$years[[5]]
## [1] 2021
## 
## 
## 
## 
## $last_known_institutions
## $last_known_institutions[[1]]
## $last_known_institutions[[1]]$id
## [1] "https://openalex.org/I145872427"
## 
## $last_known_institutions[[1]]$ror
## [1] "https://ror.org/016xsfp80"
## 
## $last_known_institutions[[1]]$display_name
## [1] "Radboud University Nijmegen"
## 
## $last_known_institutions[[1]]$country_code
## [1] "NL"
## 
## $last_known_institutions[[1]]$type
## [1] "funder"
## 
## $last_known_institutions[[1]]$lineage
## $last_known_institutions[[1]]$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## $last_known_institutions[[2]]
## $last_known_institutions[[2]]$id
## [1] "https://openalex.org/I169381384"
## 
## $last_known_institutions[[2]]$ror
## [1] "https://ror.org/012p63287"
## 
## $last_known_institutions[[2]]$display_name
## [1] "University of Groningen"
## 
## $last_known_institutions[[2]]$country_code
## [1] "NL"
## 
## $last_known_institutions[[2]]$type
## [1] "funder"
## 
## $last_known_institutions[[2]]$lineage
## $last_known_institutions[[2]]$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## 
## $topics
## $topics[[1]]
## $topics[[1]]$id
## [1] "https://openalex.org/T11239"
## 
## $topics[[1]]$display_name
## [1] "Social Capital and Networks"
## 
## $topics[[1]]$count
## [1] 15
## 
## $topics[[1]]$subfield
## $topics[[1]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[1]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[1]]$field
## $topics[[1]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[1]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[1]]$domain
## $topics[[1]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[1]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[2]]
## $topics[[2]]$id
## [1] "https://openalex.org/T11645"
## 
## $topics[[2]]$display_name
## [1] "Urban, Neighborhood, and Segregation Studies"
## 
## $topics[[2]]$count
## [1] 12
## 
## $topics[[2]]$subfield
## $topics[[2]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[2]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[2]]$field
## $topics[[2]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[2]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[2]]$domain
## $topics[[2]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[2]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[3]]
## $topics[[3]]$id
## [1] "https://openalex.org/T10314"
## 
## $topics[[3]]$display_name
## [1] "Social and Intergroup Psychology"
## 
## $topics[[3]]$count
## [1] 10
## 
## $topics[[3]]$subfield
## $topics[[3]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[3]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[3]]$field
## $topics[[3]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[3]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[3]]$domain
## $topics[[3]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[3]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[4]]
## $topics[[4]]$id
## [1] "https://openalex.org/T12088"
## 
## $topics[[4]]$display_name
## [1] "Intergenerational and Educational Inequality Studies"
## 
## $topics[[4]]$count
## [1] 10
## 
## $topics[[4]]$subfield
## $topics[[4]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[4]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[4]]$field
## $topics[[4]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[4]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[4]]$domain
## $topics[[4]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[4]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[5]]
## $topics[[5]]$id
## [1] "https://openalex.org/T10108"
## 
## $topics[[5]]$display_name
## [1] "Electoral Systems and Political Participation"
## 
## $topics[[5]]$count
## [1] 10
## 
## $topics[[5]]$subfield
## $topics[[5]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $topics[[5]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $topics[[5]]$field
## $topics[[5]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[5]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[5]]$domain
## $topics[[5]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[5]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[6]]
## $topics[[6]]$id
## [1] "https://openalex.org/T10349"
## 
## $topics[[6]]$display_name
## [1] "Migration and Labor Dynamics"
## 
## $topics[[6]]$count
## [1] 8
## 
## $topics[[6]]$subfield
## $topics[[6]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[6]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[6]]$field
## $topics[[6]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[6]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[6]]$domain
## $topics[[6]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[6]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[7]]
## $topics[[7]]$id
## [1] "https://openalex.org/T10557"
## 
## $topics[[7]]$display_name
## [1] "Social Media and Politics"
## 
## $topics[[7]]$count
## [1] 7
## 
## $topics[[7]]$subfield
## $topics[[7]]$subfield$id
## [1] "https://openalex.org/subfields/3315"
## 
## $topics[[7]]$subfield$display_name
## [1] "Communication"
## 
## 
## $topics[[7]]$field
## $topics[[7]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[7]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[7]]$domain
## $topics[[7]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[7]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[8]]
## $topics[[8]]$id
## [1] "https://openalex.org/T10216"
## 
## $topics[[8]]$display_name
## [1] "Migration, Refugees, and Integration"
## 
## $topics[[8]]$count
## [1] 7
## 
## $topics[[8]]$subfield
## $topics[[8]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[8]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[8]]$field
## $topics[[8]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[8]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[8]]$domain
## $topics[[8]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[8]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[9]]
## $topics[[9]]$id
## [1] "https://openalex.org/T10235"
## 
## $topics[[9]]$display_name
## [1] "Health disparities and outcomes"
## 
## $topics[[9]]$count
## [1] 7
## 
## $topics[[9]]$subfield
## $topics[[9]]$subfield$id
## [1] "https://openalex.org/subfields/3306"
## 
## $topics[[9]]$subfield$display_name
## [1] "Health"
## 
## 
## $topics[[9]]$field
## $topics[[9]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[9]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[9]]$domain
## $topics[[9]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[9]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[10]]
## $topics[[10]]$id
## [1] "https://openalex.org/T13064"
## 
## $topics[[10]]$display_name
## [1] "Dutch Social and Cultural Studies"
## 
## $topics[[10]]$count
## [1] 6
## 
## $topics[[10]]$subfield
## $topics[[10]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $topics[[10]]$subfield$display_name
## [1] "Education"
## 
## 
## $topics[[10]]$field
## $topics[[10]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[10]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[10]]$domain
## $topics[[10]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[10]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[11]]
## $topics[[11]]$id
## [1] "https://openalex.org/T10762"
## 
## $topics[[11]]$display_name
## [1] "Migration, Health and Trauma"
## 
## $topics[[11]]$count
## [1] 5
## 
## $topics[[11]]$subfield
## $topics[[11]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## $topics[[11]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## $topics[[11]]$field
## $topics[[11]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $topics[[11]]$field$display_name
## [1] "Psychology"
## 
## 
## $topics[[11]]$domain
## $topics[[11]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[11]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[12]]
## $topics[[12]]$id
## [1] "https://openalex.org/T10574"
## 
## $topics[[12]]$display_name
## [1] "Crime Patterns and Interventions"
## 
## $topics[[12]]$count
## [1] 5
## 
## $topics[[12]]$subfield
## $topics[[12]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topics[[12]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topics[[12]]$field
## $topics[[12]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[12]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[12]]$domain
## $topics[[12]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[12]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[13]]
## $topics[[13]]$id
## [1] "https://openalex.org/T12592"
## 
## $topics[[13]]$display_name
## [1] "Opinion Dynamics and Social Influence"
## 
## $topics[[13]]$count
## [1] 4
## 
## $topics[[13]]$subfield
## $topics[[13]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## $topics[[13]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## $topics[[13]]$field
## $topics[[13]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## $topics[[13]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## $topics[[13]]$domain
## $topics[[13]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## $topics[[13]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## $topics[[14]]
## $topics[[14]]$id
## [1] "https://openalex.org/T10443"
## 
## $topics[[14]]$display_name
## [1] "Social Policy and Reform Studies"
## 
## $topics[[14]]$count
## [1] 4
## 
## $topics[[14]]$subfield
## $topics[[14]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $topics[[14]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $topics[[14]]$field
## $topics[[14]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[14]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[14]]$domain
## $topics[[14]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topics[[14]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topics[[15]]
## $topics[[15]]$id
## [1] "https://openalex.org/T13709"
## 
## $topics[[15]]$display_name
## [1] "Education in Diverse Contexts"
## 
## $topics[[15]]$count
## [1] 4
## 
## $topics[[15]]$subfield
## $topics[[15]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $topics[[15]]$subfield$display_name
## [1] "Education"
## 
## 
## $topics[[15]]$field
## $topics[[15]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topics[[15]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topics[[15]]$domain
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## $topic_share[[7]]$domain$display_name
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## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[14]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[14]]$domain
## $topic_share[[14]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[14]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[15]]
## $topic_share[[15]]$id
## [1] "https://openalex.org/T10349"
## 
## $topic_share[[15]]$display_name
## [1] "Migration and Labor Dynamics"
## 
## $topic_share[[15]]$value
## [1] 3.34e-05
## 
## $topic_share[[15]]$subfield
## $topic_share[[15]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topic_share[[15]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topic_share[[15]]$field
## $topic_share[[15]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[15]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[15]]$domain
## $topic_share[[15]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[15]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[16]]
## $topic_share[[16]]$id
## [1] "https://openalex.org/T12474"
## 
## $topic_share[[16]]$display_name
## [1] "Education Discipline and Inequality"
## 
## $topic_share[[16]]$value
## [1] 3.07e-05
## 
## $topic_share[[16]]$subfield
## $topic_share[[16]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $topic_share[[16]]$subfield$display_name
## [1] "Education"
## 
## 
## $topic_share[[16]]$field
## $topic_share[[16]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[16]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[16]]$domain
## $topic_share[[16]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[16]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[17]]
## $topic_share[[17]]$id
## [1] "https://openalex.org/T10557"
## 
## $topic_share[[17]]$display_name
## [1] "Social Media and Politics"
## 
## $topic_share[[17]]$value
## [1] 2.85e-05
## 
## $topic_share[[17]]$subfield
## $topic_share[[17]]$subfield$id
## [1] "https://openalex.org/subfields/3315"
## 
## $topic_share[[17]]$subfield$display_name
## [1] "Communication"
## 
## 
## $topic_share[[17]]$field
## $topic_share[[17]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[17]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[17]]$domain
## $topic_share[[17]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[17]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[18]]
## $topic_share[[18]]$id
## [1] "https://openalex.org/T12592"
## 
## $topic_share[[18]]$display_name
## [1] "Opinion Dynamics and Social Influence"
## 
## $topic_share[[18]]$value
## [1] 2.84e-05
## 
## $topic_share[[18]]$subfield
## $topic_share[[18]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## $topic_share[[18]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## $topic_share[[18]]$field
## $topic_share[[18]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## $topic_share[[18]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## $topic_share[[18]]$domain
## $topic_share[[18]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## $topic_share[[18]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## $topic_share[[19]]
## $topic_share[[19]]$id
## [1] "https://openalex.org/T11895"
## 
## $topic_share[[19]]$display_name
## [1] "Social and Cultural Dynamics"
## 
## $topic_share[[19]]$value
## [1] 2.79e-05
## 
## $topic_share[[19]]$subfield
## $topic_share[[19]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topic_share[[19]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topic_share[[19]]$field
## $topic_share[[19]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[19]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[19]]$domain
## $topic_share[[19]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[19]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[20]]
## $topic_share[[20]]$id
## [1] "https://openalex.org/T10235"
## 
## $topic_share[[20]]$display_name
## [1] "Health disparities and outcomes"
## 
## $topic_share[[20]]$value
## [1] 2.78e-05
## 
## $topic_share[[20]]$subfield
## $topic_share[[20]]$subfield$id
## [1] "https://openalex.org/subfields/3306"
## 
## $topic_share[[20]]$subfield$display_name
## [1] "Health"
## 
## 
## $topic_share[[20]]$field
## $topic_share[[20]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[20]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[20]]$domain
## $topic_share[[20]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[20]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[21]]
## $topic_share[[21]]$id
## [1] "https://openalex.org/T14136"
## 
## $topic_share[[21]]$display_name
## [1] "Education and Military Integration"
## 
## $topic_share[[21]]$value
## [1] 2.75e-05
## 
## $topic_share[[21]]$subfield
## $topic_share[[21]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $topic_share[[21]]$subfield$display_name
## [1] "Education"
## 
## 
## $topic_share[[21]]$field
## $topic_share[[21]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[21]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[21]]$domain
## $topic_share[[21]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[21]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[22]]
## $topic_share[[22]]$id
## [1] "https://openalex.org/T11120"
## 
## $topic_share[[22]]$display_name
## [1] "Nonprofit Sector and Volunteering"
## 
## $topic_share[[22]]$value
## [1] 2.66e-05
## 
## $topic_share[[22]]$subfield
## $topic_share[[22]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $topic_share[[22]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $topic_share[[22]]$field
## $topic_share[[22]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[22]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[22]]$domain
## $topic_share[[22]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[22]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[23]]
## $topic_share[[23]]$id
## [1] "https://openalex.org/T14292"
## 
## $topic_share[[23]]$display_name
## [1] "Migration, Policy, and Dickens Studies"
## 
## $topic_share[[23]]$value
## [1] 2.51e-05
## 
## $topic_share[[23]]$subfield
## $topic_share[[23]]$subfield$id
## [1] "https://openalex.org/subfields/3317"
## 
## $topic_share[[23]]$subfield$display_name
## [1] "Demography"
## 
## 
## $topic_share[[23]]$field
## $topic_share[[23]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $topic_share[[23]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $topic_share[[23]]$domain
## $topic_share[[23]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[23]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[24]]
## $topic_share[[24]]$id
## [1] "https://openalex.org/T10762"
## 
## $topic_share[[24]]$display_name
## [1] "Migration, Health and Trauma"
## 
## $topic_share[[24]]$value
## [1] 2.38e-05
## 
## $topic_share[[24]]$subfield
## $topic_share[[24]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## $topic_share[[24]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## $topic_share[[24]]$field
## $topic_share[[24]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $topic_share[[24]]$field$display_name
## [1] "Psychology"
## 
## 
## $topic_share[[24]]$domain
## $topic_share[[24]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[24]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $topic_share[[25]]
## $topic_share[[25]]$id
## [1] "https://openalex.org/T11756"
## 
## $topic_share[[25]]$display_name
## [1] "Mentoring and Academic Development"
## 
## $topic_share[[25]]$value
## [1] 2.28e-05
## 
## $topic_share[[25]]$subfield
## $topic_share[[25]]$subfield$id
## [1] "https://openalex.org/subfields/3207"
## 
## $topic_share[[25]]$subfield$display_name
## [1] "Social Psychology"
## 
## 
## $topic_share[[25]]$field
## $topic_share[[25]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $topic_share[[25]]$field$display_name
## [1] "Psychology"
## 
## 
## $topic_share[[25]]$domain
## $topic_share[[25]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $topic_share[[25]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## 
## $x_concepts
## $x_concepts[[1]]
## $x_concepts[[1]]$id
## [1] "https://openalex.org/C144024400"
## 
## $x_concepts[[1]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21201"
## 
## $x_concepts[[1]]$display_name
## [1] "Sociology"
## 
## $x_concepts[[1]]$level
## [1] 0
## 
## $x_concepts[[1]]$score
## [1] 78.2
## 
## 
## $x_concepts[[2]]
## $x_concepts[[2]]$id
## [1] "https://openalex.org/C17744445"
## 
## $x_concepts[[2]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q36442"
## 
## $x_concepts[[2]]$display_name
## [1] "Political science"
## 
## $x_concepts[[2]]$level
## [1] 0
## 
## $x_concepts[[2]]$score
## [1] 75.9
## 
## 
## $x_concepts[[3]]
## $x_concepts[[3]]$id
## [1] "https://openalex.org/C199539241"
## 
## $x_concepts[[3]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q7748"
## 
## $x_concepts[[3]]$display_name
## [1] "Law"
## 
## $x_concepts[[3]]$level
## [1] 1
## 
## $x_concepts[[3]]$score
## [1] 71.3
## 
## 
## $x_concepts[[4]]
## $x_concepts[[4]]$id
## [1] "https://openalex.org/C162324750"
## 
## $x_concepts[[4]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8134"
## 
## $x_concepts[[4]]$display_name
## [1] "Economics"
## 
## $x_concepts[[4]]$level
## [1] 0
## 
## $x_concepts[[4]]$score
## [1] 60.9
## 
## 
## $x_concepts[[5]]
## $x_concepts[[5]]$id
## [1] "https://openalex.org/C15744967"
## 
## $x_concepts[[5]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q9418"
## 
## $x_concepts[[5]]$display_name
## [1] "Psychology"
## 
## $x_concepts[[5]]$level
## [1] 0
## 
## $x_concepts[[5]]$score
## [1] 58.6
## 
## 
## $x_concepts[[6]]
## $x_concepts[[6]]$id
## [1] "https://openalex.org/C33923547"
## 
## $x_concepts[[6]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q395"
## 
## $x_concepts[[6]]$display_name
## [1] "Mathematics"
## 
## $x_concepts[[6]]$level
## [1] 0
## 
## $x_concepts[[6]]$score
## [1] 46
## 
## 
## $x_concepts[[7]]
## $x_concepts[[7]]$id
## [1] "https://openalex.org/C138885662"
## 
## $x_concepts[[7]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q5891"
## 
## $x_concepts[[7]]$display_name
## [1] "Philosophy"
## 
## $x_concepts[[7]]$level
## [1] 0
## 
## $x_concepts[[7]]$score
## [1] 41.4
## 
## 
## $x_concepts[[8]]
## $x_concepts[[8]]$id
## [1] "https://openalex.org/C19165224"
## 
## $x_concepts[[8]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q23404"
## 
## $x_concepts[[8]]$display_name
## [1] "Anthropology"
## 
## $x_concepts[[8]]$level
## [1] 1
## 
## $x_concepts[[8]]$score
## [1] 39.1
## 
## 
## $x_concepts[[9]]
## $x_concepts[[9]]$id
## [1] "https://openalex.org/C77805123"
## 
## $x_concepts[[9]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q161272"
## 
## $x_concepts[[9]]$display_name
## [1] "Social psychology"
## 
## $x_concepts[[9]]$level
## [1] 1
## 
## $x_concepts[[9]]$score
## [1] 37.9
## 
## 
## $x_concepts[[10]]
## $x_concepts[[10]]$id
## [1] "https://openalex.org/C137403100"
## 
## $x_concepts[[10]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q41710"
## 
## $x_concepts[[10]]$display_name
## [1] "Ethnic group"
## 
## $x_concepts[[10]]$level
## [1] 2
## 
## $x_concepts[[10]]$score
## [1] 37.9
## 
## 
## $x_concepts[[11]]
## $x_concepts[[11]]$id
## [1] "https://openalex.org/C41008148"
## 
## $x_concepts[[11]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21198"
## 
## $x_concepts[[11]]$display_name
## [1] "Computer science"
## 
## $x_concepts[[11]]$level
## [1] 0
## 
## $x_concepts[[11]]$score
## [1] 34.5
## 
## 
## $x_concepts[[12]]
## $x_concepts[[12]]$id
## [1] "https://openalex.org/C71924100"
## 
## $x_concepts[[12]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q11190"
## 
## $x_concepts[[12]]$display_name
## [1] "Medicine"
## 
## $x_concepts[[12]]$level
## [1] 0
## 
## $x_concepts[[12]]$score
## [1] 34.5
## 
## 
## $x_concepts[[13]]
## $x_concepts[[13]]$id
## [1] "https://openalex.org/C4249254"
## 
## $x_concepts[[13]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q3044431"
## 
## $x_concepts[[13]]$display_name
## [1] "Demographic economics"
## 
## $x_concepts[[13]]$level
## [1] 1
## 
## $x_concepts[[13]]$score
## [1] 31
## 
## 
## $x_concepts[[14]]
## $x_concepts[[14]]$id
## [1] "https://openalex.org/C149923435"
## 
## $x_concepts[[14]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q37732"
## 
## $x_concepts[[14]]$display_name
## [1] "Demography"
## 
## $x_concepts[[14]]$level
## [1] 1
## 
## $x_concepts[[14]]$score
## [1] 31
## 
## 
## $x_concepts[[15]]
## $x_concepts[[15]]$id
## [1] "https://openalex.org/C205649164"
## 
## $x_concepts[[15]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q1071"
## 
## $x_concepts[[15]]$display_name
## [1] "Geography"
## 
## $x_concepts[[15]]$level
## [1] 0
## 
## $x_concepts[[15]]$score
## [1] 31
## 
## 
## $x_concepts[[16]]
## $x_concepts[[16]]$id
## [1] "https://openalex.org/C36289849"
## 
## $x_concepts[[16]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q34749"
## 
## $x_concepts[[16]]$display_name
## [1] "Social science"
## 
## $x_concepts[[16]]$level
## [1] 1
## 
## $x_concepts[[16]]$score
## [1] 25.3
## 
## 
## $x_concepts[[17]]
## $x_concepts[[17]]$id
## [1] "https://openalex.org/C41895202"
## 
## $x_concepts[[17]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8162"
## 
## $x_concepts[[17]]$display_name
## [1] "Linguistics"
## 
## $x_concepts[[17]]$level
## [1] 1
## 
## $x_concepts[[17]]$score
## [1] 21.8
## 
## 
## $x_concepts[[18]]
## $x_concepts[[18]]$id
## [1] "https://openalex.org/C121332964"
## 
## $x_concepts[[18]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q413"
## 
## $x_concepts[[18]]$display_name
## [1] "Physics"
## 
## $x_concepts[[18]]$level
## [1] 0
## 
## $x_concepts[[18]]$score
## [1] 20.7
## 
## 
## $x_concepts[[19]]
## $x_concepts[[19]]$id
## [1] "https://openalex.org/C134306372"
## 
## $x_concepts[[19]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q7754"
## 
## $x_concepts[[19]]$display_name
## [1] "Mathematical analysis"
## 
## $x_concepts[[19]]$level
## [1] 1
## 
## $x_concepts[[19]]$score
## [1] 20.7
## 
## 
## 
## $counts_by_year
## $counts_by_year[[1]]
## $counts_by_year[[1]]$year
## [1] 2025
## 
## $counts_by_year[[1]]$works_count
## [1] 2
## 
## $counts_by_year[[1]]$oa_works_count
## [1] 1
## 
## $counts_by_year[[1]]$cited_by_count
## [1] 167
## 
## 
## $counts_by_year[[2]]
## $counts_by_year[[2]]$year
## [1] 2024
## 
## $counts_by_year[[2]]$works_count
## [1] 9
## 
## $counts_by_year[[2]]$oa_works_count
## [1] 6
## 
## $counts_by_year[[2]]$cited_by_count
## [1] 269
## 
## 
## $counts_by_year[[3]]
## $counts_by_year[[3]]$year
## [1] 2023
## 
## $counts_by_year[[3]]$works_count
## [1] 5
## 
## $counts_by_year[[3]]$oa_works_count
## [1] 4
## 
## $counts_by_year[[3]]$cited_by_count
## [1] 255
## 
## 
## $counts_by_year[[4]]
## $counts_by_year[[4]]$year
## [1] 2022
## 
## $counts_by_year[[4]]$works_count
## [1] 4
## 
## $counts_by_year[[4]]$oa_works_count
## [1] 4
## 
## $counts_by_year[[4]]$cited_by_count
## [1] 192
## 
## 
## $counts_by_year[[5]]
## $counts_by_year[[5]]$year
## [1] 2021
## 
## $counts_by_year[[5]]$works_count
## [1] 4
## 
## $counts_by_year[[5]]$oa_works_count
## [1] 4
## 
## $counts_by_year[[5]]$cited_by_count
## [1] 245
## 
## 
## $counts_by_year[[6]]
## $counts_by_year[[6]]$year
## [1] 2020
## 
## $counts_by_year[[6]]$works_count
## [1] 0
## 
## $counts_by_year[[6]]$oa_works_count
## [1] 0
## 
## $counts_by_year[[6]]$cited_by_count
## [1] 221
## 
## 
## $counts_by_year[[7]]
## $counts_by_year[[7]]$year
## [1] 2019
## 
## $counts_by_year[[7]]$works_count
## [1] 4
## 
## $counts_by_year[[7]]$oa_works_count
## [1] 3
## 
## $counts_by_year[[7]]$cited_by_count
## [1] 179
## 
## 
## $counts_by_year[[8]]
## $counts_by_year[[8]]$year
## [1] 2018
## 
## $counts_by_year[[8]]$works_count
## [1] 3
## 
## $counts_by_year[[8]]$oa_works_count
## [1] 3
## 
## $counts_by_year[[8]]$cited_by_count
## [1] 180
## 
## 
## $counts_by_year[[9]]
## $counts_by_year[[9]]$year
## [1] 2017
## 
## $counts_by_year[[9]]$works_count
## [1] 3
## 
## $counts_by_year[[9]]$oa_works_count
## [1] 2
## 
## $counts_by_year[[9]]$cited_by_count
## [1] 114
## 
## 
## $counts_by_year[[10]]
## $counts_by_year[[10]]$year
## [1] 2016
## 
## $counts_by_year[[10]]$works_count
## [1] 13
## 
## $counts_by_year[[10]]$oa_works_count
## [1] 6
## 
## $counts_by_year[[10]]$cited_by_count
## [1] 167
## 
## 
## $counts_by_year[[11]]
## $counts_by_year[[11]]$year
## [1] 2015
## 
## $counts_by_year[[11]]$works_count
## [1] 4
## 
## $counts_by_year[[11]]$oa_works_count
## [1] 3
## 
## $counts_by_year[[11]]$cited_by_count
## [1] 135
## 
## 
## $counts_by_year[[12]]
## $counts_by_year[[12]]$year
## [1] 2014
## 
## $counts_by_year[[12]]$works_count
## [1] 8
## 
## $counts_by_year[[12]]$oa_works_count
## [1] 4
## 
## $counts_by_year[[12]]$cited_by_count
## [1] 99
## 
## 
## $counts_by_year[[13]]
## $counts_by_year[[13]]$year
## [1] 2013
## 
## $counts_by_year[[13]]$works_count
## [1] 6
## 
## $counts_by_year[[13]]$oa_works_count
## [1] 4
## 
## $counts_by_year[[13]]$cited_by_count
## [1] 77
## 
## 
## $counts_by_year[[14]]
## $counts_by_year[[14]]$year
## [1] 2012
## 
## $counts_by_year[[14]]$works_count
## [1] 2
## 
## $counts_by_year[[14]]$oa_works_count
## [1] 2
## 
## $counts_by_year[[14]]$cited_by_count
## [1] 51
## 
## 
## 
## $works_api_url
## [1] "https://api.openalex.org/works?filter=author.id:A5087380803"
## 
## $updated_date
## [1] "2025-09-23T08:45:01.902638"
## 
## $created_date
## [1] "2023-07-21"
df <- oa_fetch(entity = "author", search = "Jochem Tolsma")
fshowdf(df)
id display_name display_name_alternatives relevance_score ids orcid works_count cited_by_count counts_by_year 2yr_mean_citedness h_index i10_index last_known_institutions topics works_api_url
https://openalex.org/A5087380803 Jochem Tolsma J. Tolsma , Jochem Tolsma, J L Tolsma 8980.66 https://openalex.org/A5087380803 , https://orcid.org/0000-0002-4411-6932 https://orcid.org/0000-0002-4411-6932 87 2116 2025, 2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2, 9, 5, 4, 4, 0, 4, 3, 3, 13, 4, 8, 6, 2, 1, 6, 4, 4, 4, 0, 3, 3, 2, 6, 3, 4, 4, 2, 167, 269, 255, 192, 245, 221, 179, 180, 114, 167, 135, 99, 77, 51 2.89 22 36 https://openalex.org/I145872427, https://openalex.org/I169381384, https://ror.org/016xsfp80 , https://ror.org/012p63287 , Radboud University Nijmegen , University of Groningen , NL , NL , funder , funder , https://openalex.org/I145872427, https://openalex.org/I169381384 1 , 1 , 1 , 1 , 2 , 2 , 2 , 2 , 3 , 3 , 3 , 3 , 4 , 4 , 4 , 4 , 5 , 5 , 5 , 5 , 6 , 6 , 6 , 6 , 7 , 7 , 7 , 7 , 8 , 8 , 8 , 8 , 9 , 9 , 9 , 9 , 10 , 10 , 10 , 10 , 11 , 11 , 11 , 11 , 12 , 12 , 12 , 12 , 13 , 13 , 13 , 13 , 14 , 14 , 14 , 14 , 15 , 15 , 15 , 15 , 16 , 16 , 16 , 16 , 17 , 17 , 17 , 17 , 18 , 18 , 18 , 18 , 19 , 19 , 19 , 19 , 20 , 20 , 20 , 20 , 21 , 21 , 21 , 21 , 22 , 22 , 22 , 22 , 23 , 23 , 23 , 23 , 24 , 24 , 24 , 24 , 25 , 25 , 25 , 25 , 15 , 15 , 15 , 15 , 12 , 12 , 12 , 12 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 10 , 8 , 8 , 8 , 8 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 7 , 6 , 6 , 6 , 6 , 5 , 5 , 5 , 5 , 5 , 5 , 5 , 5 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 4 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 2 , 2 , 2 , 2 , https://openalex.org/T11239 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T11645 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10314 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T12088 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10108 , https://openalex.org/subfields/3320 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10349 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10557 , https://openalex.org/subfields/3315 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10216 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10235 , https://openalex.org/subfields/3306 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T13064 , https://openalex.org/subfields/3304 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10762 , https://openalex.org/subfields/3203 , https://openalex.org/fields/32 , https://openalex.org/domains/2 , https://openalex.org/T10574 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T12592 , https://openalex.org/subfields/3109 , https://openalex.org/fields/31 , https://openalex.org/domains/3 , https://openalex.org/T10443 , https://openalex.org/subfields/3320 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T13709 , https://openalex.org/subfields/3304 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T11397 , https://openalex.org/subfields/3320 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10674 , https://openalex.org/subfields/3304 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10843 , https://openalex.org/subfields/3318 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10208 , https://openalex.org/subfields/2002 , https://openalex.org/fields/20 , https://openalex.org/domains/2 , https://openalex.org/T10182 , https://openalex.org/subfields/3203 , https://openalex.org/fields/32 , https://openalex.org/domains/2 , https://openalex.org/T13532 , https://openalex.org/subfields/3304 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T11076 , https://openalex.org/subfields/3320 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10652 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , https://openalex.org/T10064 , https://openalex.org/subfields/3109 , https://openalex.org/fields/31 , https://openalex.org/domains/3 , https://openalex.org/T11120 , https://openalex.org/subfields/3312 , https://openalex.org/fields/33 , https://openalex.org/domains/2 , Social Capital and Networks , Sociology and Political Science , Social Sciences , Social Sciences , Urban, Neighborhood, and Segregation Studies , Sociology and Political Science , Social Sciences , Social Sciences , Social and Intergroup Psychology , Sociology and Political Science , Social Sciences , Social Sciences , Intergenerational and Educational Inequality Studies , Sociology and Political Science , Social Sciences , Social Sciences , Electoral Systems and Political Participation , Political Science and International Relations , Social Sciences , Social Sciences , Migration and Labor Dynamics , Sociology and Political Science , Social Sciences , Social Sciences , Social Media and Politics , Communication , Social Sciences , Social Sciences , Migration, Refugees, and Integration , Sociology and Political Science , Social Sciences , Social Sciences , Health disparities and outcomes , Health , Social Sciences , Social Sciences , Dutch Social and Cultural Studies , Education , Social Sciences , Social Sciences , Migration, Health and Trauma , Clinical Psychology , Psychology , Social Sciences , Crime Patterns and Interventions , Sociology and Political Science , Social Sciences , Social Sciences , Opinion Dynamics and Social Influence , Statistical and Nonlinear Physics , Physics and Astronomy , Physical Sciences , Social Policy and Reform Studies , Political Science and International Relations , Social Sciences , Social Sciences , Education in Diverse Contexts , Education , Social Sciences , Social Sciences , Populism, Right-Wing Movements , Political Science and International Relations , Social Sciences , Social Sciences , School Choice and Performance , Education , Social Sciences , Social Sciences , Diversity and Career in Medicine , Gender Studies , Social Sciences , Social Sciences , Labor market dynamics and wage inequality , Economics and Econometrics , Economics, Econometrics and Finance , Social Sciences , Child and Adolescent Psychosocial and Emotional Development, Clinical Psychology , Psychology , Social Sciences , Education Systems and Policy , Education , Social Sciences , Social Sciences , Policing Practices and Perceptions , Political Science and International Relations , Social Sciences , Social Sciences , Racial and Ethnic Identity Research , Sociology and Political Science , Social Sciences , Social Sciences , Complex Network Analysis Techniques , Statistical and Nonlinear Physics , Physics and Astronomy , Physical Sciences , Nonprofit Sector and Volunteering , Sociology and Political Science , Social Sciences , Social Sciences , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain , topic , subfield , field , domain https://api.openalex.org/works?filter=author.id:A5087380803
df_papers <- oa_fetch(entity = "works", author.id = df$id)
df_papers$author[1]
## Warning: Unknown or uninitialised column: `author`.
## NULL
jt_json["results"]
## $results
## $results[[1]]
## $results[[1]]$id
## [1] "https://openalex.org/A5087380803"
## 
## $results[[1]]$orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## $results[[1]]$display_name
## [1] "Jochem Tolsma"
## 
## $results[[1]]$display_name_alternatives
## $results[[1]]$display_name_alternatives[[1]]
## [1] "J. Tolsma"
## 
## $results[[1]]$display_name_alternatives[[2]]
## [1] "Jochem Tolsma"
## 
## $results[[1]]$display_name_alternatives[[3]]
## [1] "J L Tolsma"
## 
## 
## $results[[1]]$relevance_score
## [1] 8980.66
## 
## $results[[1]]$works_count
## [1] 87
## 
## $results[[1]]$cited_by_count
## [1] 2116
## 
## $results[[1]]$summary_stats
## $results[[1]]$summary_stats$`2yr_mean_citedness`
## [1] 2.888889
## 
## $results[[1]]$summary_stats$h_index
## [1] 22
## 
## $results[[1]]$summary_stats$i10_index
## [1] 36
## 
## 
## $results[[1]]$ids
## $results[[1]]$ids$openalex
## [1] "https://openalex.org/A5087380803"
## 
## $results[[1]]$ids$orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## 
## $results[[1]]$affiliations
## $results[[1]]$affiliations[[1]]
## $results[[1]]$affiliations[[1]]$institution
## $results[[1]]$affiliations[[1]]$institution$id
## [1] "https://openalex.org/I145872427"
## 
## $results[[1]]$affiliations[[1]]$institution$ror
## [1] "https://ror.org/016xsfp80"
## 
## $results[[1]]$affiliations[[1]]$institution$display_name
## [1] "Radboud University Nijmegen"
## 
## $results[[1]]$affiliations[[1]]$institution$country_code
## [1] "NL"
## 
## $results[[1]]$affiliations[[1]]$institution$type
## [1] "funder"
## 
## $results[[1]]$affiliations[[1]]$institution$lineage
## $results[[1]]$affiliations[[1]]$institution$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## $results[[1]]$affiliations[[1]]$years
## $results[[1]]$affiliations[[1]]$years[[1]]
## [1] 2025
## 
## $results[[1]]$affiliations[[1]]$years[[2]]
## [1] 2024
## 
## $results[[1]]$affiliations[[1]]$years[[3]]
## [1] 2023
## 
## $results[[1]]$affiliations[[1]]$years[[4]]
## [1] 2022
## 
## $results[[1]]$affiliations[[1]]$years[[5]]
## [1] 2021
## 
## $results[[1]]$affiliations[[1]]$years[[6]]
## [1] 2019
## 
## $results[[1]]$affiliations[[1]]$years[[7]]
## [1] 2018
## 
## $results[[1]]$affiliations[[1]]$years[[8]]
## [1] 2017
## 
## $results[[1]]$affiliations[[1]]$years[[9]]
## [1] 2016
## 
## $results[[1]]$affiliations[[1]]$years[[10]]
## [1] 2015
## 
## 
## 
## $results[[1]]$affiliations[[2]]
## $results[[1]]$affiliations[[2]]$institution
## $results[[1]]$affiliations[[2]]$institution$id
## [1] "https://openalex.org/I4210087716"
## 
## $results[[1]]$affiliations[[2]]$institution$ror
## [1] "https://ror.org/005rems48"
## 
## $results[[1]]$affiliations[[2]]$institution$display_name
## [1] "Interuniversity Center for Social Science Theory and Methodology"
## 
## $results[[1]]$affiliations[[2]]$institution$country_code
## [1] "NL"
## 
## $results[[1]]$affiliations[[2]]$institution$type
## [1] "education"
## 
## $results[[1]]$affiliations[[2]]$institution$lineage
## $results[[1]]$affiliations[[2]]$institution$lineage[[1]]
## [1] "https://openalex.org/I4210087716"
## 
## 
## 
## $results[[1]]$affiliations[[2]]$years
## $results[[1]]$affiliations[[2]]$years[[1]]
## [1] 2025
## 
## $results[[1]]$affiliations[[2]]$years[[2]]
## [1] 2022
## 
## 
## 
## $results[[1]]$affiliations[[3]]
## $results[[1]]$affiliations[[3]]$institution
## $results[[1]]$affiliations[[3]]$institution$id
## [1] "https://openalex.org/I169381384"
## 
## $results[[1]]$affiliations[[3]]$institution$ror
## [1] "https://ror.org/012p63287"
## 
## $results[[1]]$affiliations[[3]]$institution$display_name
## [1] "University of Groningen"
## 
## $results[[1]]$affiliations[[3]]$institution$country_code
## [1] "NL"
## 
## $results[[1]]$affiliations[[3]]$institution$type
## [1] "funder"
## 
## $results[[1]]$affiliations[[3]]$institution$lineage
## $results[[1]]$affiliations[[3]]$institution$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## $results[[1]]$affiliations[[3]]$years
## $results[[1]]$affiliations[[3]]$years[[1]]
## [1] 2025
## 
## $results[[1]]$affiliations[[3]]$years[[2]]
## [1] 2024
## 
## $results[[1]]$affiliations[[3]]$years[[3]]
## [1] 2023
## 
## $results[[1]]$affiliations[[3]]$years[[4]]
## [1] 2022
## 
## $results[[1]]$affiliations[[3]]$years[[5]]
## [1] 2021
## 
## 
## 
## 
## $results[[1]]$last_known_institutions
## $results[[1]]$last_known_institutions[[1]]
## $results[[1]]$last_known_institutions[[1]]$id
## [1] "https://openalex.org/I145872427"
## 
## $results[[1]]$last_known_institutions[[1]]$ror
## [1] "https://ror.org/016xsfp80"
## 
## $results[[1]]$last_known_institutions[[1]]$display_name
## [1] "Radboud University Nijmegen"
## 
## $results[[1]]$last_known_institutions[[1]]$country_code
## [1] "NL"
## 
## $results[[1]]$last_known_institutions[[1]]$type
## [1] "funder"
## 
## $results[[1]]$last_known_institutions[[1]]$lineage
## $results[[1]]$last_known_institutions[[1]]$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## $results[[1]]$last_known_institutions[[2]]
## $results[[1]]$last_known_institutions[[2]]$id
## [1] "https://openalex.org/I169381384"
## 
## $results[[1]]$last_known_institutions[[2]]$ror
## [1] "https://ror.org/012p63287"
## 
## $results[[1]]$last_known_institutions[[2]]$display_name
## [1] "University of Groningen"
## 
## $results[[1]]$last_known_institutions[[2]]$country_code
## [1] "NL"
## 
## $results[[1]]$last_known_institutions[[2]]$type
## [1] "funder"
## 
## $results[[1]]$last_known_institutions[[2]]$lineage
## $results[[1]]$last_known_institutions[[2]]$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## 
## $results[[1]]$topics
## $results[[1]]$topics[[1]]
## $results[[1]]$topics[[1]]$id
## [1] "https://openalex.org/T11239"
## 
## $results[[1]]$topics[[1]]$display_name
## [1] "Social Capital and Networks"
## 
## $results[[1]]$topics[[1]]$count
## [1] 15
## 
## $results[[1]]$topics[[1]]$subfield
## $results[[1]]$topics[[1]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[1]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[1]]$field
## $results[[1]]$topics[[1]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[1]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[1]]$domain
## $results[[1]]$topics[[1]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[1]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[2]]
## $results[[1]]$topics[[2]]$id
## [1] "https://openalex.org/T11645"
## 
## $results[[1]]$topics[[2]]$display_name
## [1] "Urban, Neighborhood, and Segregation Studies"
## 
## $results[[1]]$topics[[2]]$count
## [1] 12
## 
## $results[[1]]$topics[[2]]$subfield
## $results[[1]]$topics[[2]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[2]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[2]]$field
## $results[[1]]$topics[[2]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[2]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[2]]$domain
## $results[[1]]$topics[[2]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[2]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[3]]
## $results[[1]]$topics[[3]]$id
## [1] "https://openalex.org/T10314"
## 
## $results[[1]]$topics[[3]]$display_name
## [1] "Social and Intergroup Psychology"
## 
## $results[[1]]$topics[[3]]$count
## [1] 10
## 
## $results[[1]]$topics[[3]]$subfield
## $results[[1]]$topics[[3]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[3]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[3]]$field
## $results[[1]]$topics[[3]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[3]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[3]]$domain
## $results[[1]]$topics[[3]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[3]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[4]]
## $results[[1]]$topics[[4]]$id
## [1] "https://openalex.org/T12088"
## 
## $results[[1]]$topics[[4]]$display_name
## [1] "Intergenerational and Educational Inequality Studies"
## 
## $results[[1]]$topics[[4]]$count
## [1] 10
## 
## $results[[1]]$topics[[4]]$subfield
## $results[[1]]$topics[[4]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[4]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[4]]$field
## $results[[1]]$topics[[4]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[4]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[4]]$domain
## $results[[1]]$topics[[4]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[4]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[5]]
## $results[[1]]$topics[[5]]$id
## [1] "https://openalex.org/T10108"
## 
## $results[[1]]$topics[[5]]$display_name
## [1] "Electoral Systems and Political Participation"
## 
## $results[[1]]$topics[[5]]$count
## [1] 10
## 
## $results[[1]]$topics[[5]]$subfield
## $results[[1]]$topics[[5]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $results[[1]]$topics[[5]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $results[[1]]$topics[[5]]$field
## $results[[1]]$topics[[5]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[5]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[5]]$domain
## $results[[1]]$topics[[5]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[5]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[6]]
## $results[[1]]$topics[[6]]$id
## [1] "https://openalex.org/T10349"
## 
## $results[[1]]$topics[[6]]$display_name
## [1] "Migration and Labor Dynamics"
## 
## $results[[1]]$topics[[6]]$count
## [1] 8
## 
## $results[[1]]$topics[[6]]$subfield
## $results[[1]]$topics[[6]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[6]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[6]]$field
## $results[[1]]$topics[[6]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[6]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[6]]$domain
## $results[[1]]$topics[[6]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[6]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[7]]
## $results[[1]]$topics[[7]]$id
## [1] "https://openalex.org/T10557"
## 
## $results[[1]]$topics[[7]]$display_name
## [1] "Social Media and Politics"
## 
## $results[[1]]$topics[[7]]$count
## [1] 7
## 
## $results[[1]]$topics[[7]]$subfield
## $results[[1]]$topics[[7]]$subfield$id
## [1] "https://openalex.org/subfields/3315"
## 
## $results[[1]]$topics[[7]]$subfield$display_name
## [1] "Communication"
## 
## 
## $results[[1]]$topics[[7]]$field
## $results[[1]]$topics[[7]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[7]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[7]]$domain
## $results[[1]]$topics[[7]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[7]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[8]]
## $results[[1]]$topics[[8]]$id
## [1] "https://openalex.org/T10216"
## 
## $results[[1]]$topics[[8]]$display_name
## [1] "Migration, Refugees, and Integration"
## 
## $results[[1]]$topics[[8]]$count
## [1] 7
## 
## $results[[1]]$topics[[8]]$subfield
## $results[[1]]$topics[[8]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[8]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[8]]$field
## $results[[1]]$topics[[8]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[8]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[8]]$domain
## $results[[1]]$topics[[8]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[8]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[9]]
## $results[[1]]$topics[[9]]$id
## [1] "https://openalex.org/T10235"
## 
## $results[[1]]$topics[[9]]$display_name
## [1] "Health disparities and outcomes"
## 
## $results[[1]]$topics[[9]]$count
## [1] 7
## 
## $results[[1]]$topics[[9]]$subfield
## $results[[1]]$topics[[9]]$subfield$id
## [1] "https://openalex.org/subfields/3306"
## 
## $results[[1]]$topics[[9]]$subfield$display_name
## [1] "Health"
## 
## 
## $results[[1]]$topics[[9]]$field
## $results[[1]]$topics[[9]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[9]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[9]]$domain
## $results[[1]]$topics[[9]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[9]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[10]]
## $results[[1]]$topics[[10]]$id
## [1] "https://openalex.org/T13064"
## 
## $results[[1]]$topics[[10]]$display_name
## [1] "Dutch Social and Cultural Studies"
## 
## $results[[1]]$topics[[10]]$count
## [1] 6
## 
## $results[[1]]$topics[[10]]$subfield
## $results[[1]]$topics[[10]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $results[[1]]$topics[[10]]$subfield$display_name
## [1] "Education"
## 
## 
## $results[[1]]$topics[[10]]$field
## $results[[1]]$topics[[10]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[10]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[10]]$domain
## $results[[1]]$topics[[10]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[10]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[11]]
## $results[[1]]$topics[[11]]$id
## [1] "https://openalex.org/T10762"
## 
## $results[[1]]$topics[[11]]$display_name
## [1] "Migration, Health and Trauma"
## 
## $results[[1]]$topics[[11]]$count
## [1] 5
## 
## $results[[1]]$topics[[11]]$subfield
## $results[[1]]$topics[[11]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## $results[[1]]$topics[[11]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## $results[[1]]$topics[[11]]$field
## $results[[1]]$topics[[11]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $results[[1]]$topics[[11]]$field$display_name
## [1] "Psychology"
## 
## 
## $results[[1]]$topics[[11]]$domain
## $results[[1]]$topics[[11]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[11]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[12]]
## $results[[1]]$topics[[12]]$id
## [1] "https://openalex.org/T10574"
## 
## $results[[1]]$topics[[12]]$display_name
## [1] "Crime Patterns and Interventions"
## 
## $results[[1]]$topics[[12]]$count
## [1] 5
## 
## $results[[1]]$topics[[12]]$subfield
## $results[[1]]$topics[[12]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[12]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[12]]$field
## $results[[1]]$topics[[12]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[12]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[12]]$domain
## $results[[1]]$topics[[12]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[12]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[13]]
## $results[[1]]$topics[[13]]$id
## [1] "https://openalex.org/T12592"
## 
## $results[[1]]$topics[[13]]$display_name
## [1] "Opinion Dynamics and Social Influence"
## 
## $results[[1]]$topics[[13]]$count
## [1] 4
## 
## $results[[1]]$topics[[13]]$subfield
## $results[[1]]$topics[[13]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## $results[[1]]$topics[[13]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## $results[[1]]$topics[[13]]$field
## $results[[1]]$topics[[13]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## $results[[1]]$topics[[13]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## $results[[1]]$topics[[13]]$domain
## $results[[1]]$topics[[13]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## $results[[1]]$topics[[13]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## $results[[1]]$topics[[14]]
## $results[[1]]$topics[[14]]$id
## [1] "https://openalex.org/T10443"
## 
## $results[[1]]$topics[[14]]$display_name
## [1] "Social Policy and Reform Studies"
## 
## $results[[1]]$topics[[14]]$count
## [1] 4
## 
## $results[[1]]$topics[[14]]$subfield
## $results[[1]]$topics[[14]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $results[[1]]$topics[[14]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $results[[1]]$topics[[14]]$field
## $results[[1]]$topics[[14]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[14]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[14]]$domain
## $results[[1]]$topics[[14]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[14]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[15]]
## $results[[1]]$topics[[15]]$id
## [1] "https://openalex.org/T13709"
## 
## $results[[1]]$topics[[15]]$display_name
## [1] "Education in Diverse Contexts"
## 
## $results[[1]]$topics[[15]]$count
## [1] 4
## 
## $results[[1]]$topics[[15]]$subfield
## $results[[1]]$topics[[15]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $results[[1]]$topics[[15]]$subfield$display_name
## [1] "Education"
## 
## 
## $results[[1]]$topics[[15]]$field
## $results[[1]]$topics[[15]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[15]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[15]]$domain
## $results[[1]]$topics[[15]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[15]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[16]]
## $results[[1]]$topics[[16]]$id
## [1] "https://openalex.org/T11397"
## 
## $results[[1]]$topics[[16]]$display_name
## [1] "Populism, Right-Wing Movements"
## 
## $results[[1]]$topics[[16]]$count
## [1] 4
## 
## $results[[1]]$topics[[16]]$subfield
## $results[[1]]$topics[[16]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $results[[1]]$topics[[16]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $results[[1]]$topics[[16]]$field
## $results[[1]]$topics[[16]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[16]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[16]]$domain
## $results[[1]]$topics[[16]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[16]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[17]]
## $results[[1]]$topics[[17]]$id
## [1] "https://openalex.org/T10674"
## 
## $results[[1]]$topics[[17]]$display_name
## [1] "School Choice and Performance"
## 
## $results[[1]]$topics[[17]]$count
## [1] 4
## 
## $results[[1]]$topics[[17]]$subfield
## $results[[1]]$topics[[17]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $results[[1]]$topics[[17]]$subfield$display_name
## [1] "Education"
## 
## 
## $results[[1]]$topics[[17]]$field
## $results[[1]]$topics[[17]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[17]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[17]]$domain
## $results[[1]]$topics[[17]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[17]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[18]]
## $results[[1]]$topics[[18]]$id
## [1] "https://openalex.org/T10843"
## 
## $results[[1]]$topics[[18]]$display_name
## [1] "Diversity and Career in Medicine"
## 
## $results[[1]]$topics[[18]]$count
## [1] 3
## 
## $results[[1]]$topics[[18]]$subfield
## $results[[1]]$topics[[18]]$subfield$id
## [1] "https://openalex.org/subfields/3318"
## 
## $results[[1]]$topics[[18]]$subfield$display_name
## [1] "Gender Studies"
## 
## 
## $results[[1]]$topics[[18]]$field
## $results[[1]]$topics[[18]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[18]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[18]]$domain
## $results[[1]]$topics[[18]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[18]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[19]]
## $results[[1]]$topics[[19]]$id
## [1] "https://openalex.org/T10208"
## 
## $results[[1]]$topics[[19]]$display_name
## [1] "Labor market dynamics and wage inequality"
## 
## $results[[1]]$topics[[19]]$count
## [1] 3
## 
## $results[[1]]$topics[[19]]$subfield
## $results[[1]]$topics[[19]]$subfield$id
## [1] "https://openalex.org/subfields/2002"
## 
## $results[[1]]$topics[[19]]$subfield$display_name
## [1] "Economics and Econometrics"
## 
## 
## $results[[1]]$topics[[19]]$field
## $results[[1]]$topics[[19]]$field$id
## [1] "https://openalex.org/fields/20"
## 
## $results[[1]]$topics[[19]]$field$display_name
## [1] "Economics, Econometrics and Finance"
## 
## 
## $results[[1]]$topics[[19]]$domain
## $results[[1]]$topics[[19]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[19]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[20]]
## $results[[1]]$topics[[20]]$id
## [1] "https://openalex.org/T10182"
## 
## $results[[1]]$topics[[20]]$display_name
## [1] "Child and Adolescent Psychosocial and Emotional Development"
## 
## $results[[1]]$topics[[20]]$count
## [1] 3
## 
## $results[[1]]$topics[[20]]$subfield
## $results[[1]]$topics[[20]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## $results[[1]]$topics[[20]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## $results[[1]]$topics[[20]]$field
## $results[[1]]$topics[[20]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $results[[1]]$topics[[20]]$field$display_name
## [1] "Psychology"
## 
## 
## $results[[1]]$topics[[20]]$domain
## $results[[1]]$topics[[20]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[20]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[21]]
## $results[[1]]$topics[[21]]$id
## [1] "https://openalex.org/T13532"
## 
## $results[[1]]$topics[[21]]$display_name
## [1] "Education Systems and Policy"
## 
## $results[[1]]$topics[[21]]$count
## [1] 3
## 
## $results[[1]]$topics[[21]]$subfield
## $results[[1]]$topics[[21]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $results[[1]]$topics[[21]]$subfield$display_name
## [1] "Education"
## 
## 
## $results[[1]]$topics[[21]]$field
## $results[[1]]$topics[[21]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[21]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[21]]$domain
## $results[[1]]$topics[[21]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[21]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[22]]
## $results[[1]]$topics[[22]]$id
## [1] "https://openalex.org/T11076"
## 
## $results[[1]]$topics[[22]]$display_name
## [1] "Policing Practices and Perceptions"
## 
## $results[[1]]$topics[[22]]$count
## [1] 3
## 
## $results[[1]]$topics[[22]]$subfield
## $results[[1]]$topics[[22]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## $results[[1]]$topics[[22]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## $results[[1]]$topics[[22]]$field
## $results[[1]]$topics[[22]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[22]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[22]]$domain
## $results[[1]]$topics[[22]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[22]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[23]]
## $results[[1]]$topics[[23]]$id
## [1] "https://openalex.org/T10652"
## 
## $results[[1]]$topics[[23]]$display_name
## [1] "Racial and Ethnic Identity Research"
## 
## $results[[1]]$topics[[23]]$count
## [1] 3
## 
## $results[[1]]$topics[[23]]$subfield
## $results[[1]]$topics[[23]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[23]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[23]]$field
## $results[[1]]$topics[[23]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[23]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[23]]$domain
## $results[[1]]$topics[[23]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[23]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topics[[24]]
## $results[[1]]$topics[[24]]$id
## [1] "https://openalex.org/T10064"
## 
## $results[[1]]$topics[[24]]$display_name
## [1] "Complex Network Analysis Techniques"
## 
## $results[[1]]$topics[[24]]$count
## [1] 3
## 
## $results[[1]]$topics[[24]]$subfield
## $results[[1]]$topics[[24]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## $results[[1]]$topics[[24]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## $results[[1]]$topics[[24]]$field
## $results[[1]]$topics[[24]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## $results[[1]]$topics[[24]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## $results[[1]]$topics[[24]]$domain
## $results[[1]]$topics[[24]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## $results[[1]]$topics[[24]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## $results[[1]]$topics[[25]]
## $results[[1]]$topics[[25]]$id
## [1] "https://openalex.org/T11120"
## 
## $results[[1]]$topics[[25]]$display_name
## [1] "Nonprofit Sector and Volunteering"
## 
## $results[[1]]$topics[[25]]$count
## [1] 2
## 
## $results[[1]]$topics[[25]]$subfield
## $results[[1]]$topics[[25]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topics[[25]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topics[[25]]$field
## $results[[1]]$topics[[25]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topics[[25]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topics[[25]]$domain
## $results[[1]]$topics[[25]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topics[[25]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## 
## $results[[1]]$topic_share
## $results[[1]]$topic_share[[1]]
## $results[[1]]$topic_share[[1]]$id
## [1] "https://openalex.org/T12088"
## 
## $results[[1]]$topic_share[[1]]$display_name
## [1] "Intergenerational and Educational Inequality Studies"
## 
## $results[[1]]$topic_share[[1]]$value
## [1] 0.0002799
## 
## $results[[1]]$topic_share[[1]]$subfield
## $results[[1]]$topic_share[[1]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topic_share[[1]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
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## [1] 2.75e-05
## 
## $results[[1]]$topic_share[[21]]$subfield
## $results[[1]]$topic_share[[21]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## $results[[1]]$topic_share[[21]]$subfield$display_name
## [1] "Education"
## 
## 
## $results[[1]]$topic_share[[21]]$field
## $results[[1]]$topic_share[[21]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topic_share[[21]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topic_share[[21]]$domain
## $results[[1]]$topic_share[[21]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topic_share[[21]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topic_share[[22]]
## $results[[1]]$topic_share[[22]]$id
## [1] "https://openalex.org/T11120"
## 
## $results[[1]]$topic_share[[22]]$display_name
## [1] "Nonprofit Sector and Volunteering"
## 
## $results[[1]]$topic_share[[22]]$value
## [1] 2.66e-05
## 
## $results[[1]]$topic_share[[22]]$subfield
## $results[[1]]$topic_share[[22]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## $results[[1]]$topic_share[[22]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## $results[[1]]$topic_share[[22]]$field
## $results[[1]]$topic_share[[22]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topic_share[[22]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topic_share[[22]]$domain
## $results[[1]]$topic_share[[22]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topic_share[[22]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topic_share[[23]]
## $results[[1]]$topic_share[[23]]$id
## [1] "https://openalex.org/T14292"
## 
## $results[[1]]$topic_share[[23]]$display_name
## [1] "Migration, Policy, and Dickens Studies"
## 
## $results[[1]]$topic_share[[23]]$value
## [1] 2.51e-05
## 
## $results[[1]]$topic_share[[23]]$subfield
## $results[[1]]$topic_share[[23]]$subfield$id
## [1] "https://openalex.org/subfields/3317"
## 
## $results[[1]]$topic_share[[23]]$subfield$display_name
## [1] "Demography"
## 
## 
## $results[[1]]$topic_share[[23]]$field
## $results[[1]]$topic_share[[23]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## $results[[1]]$topic_share[[23]]$field$display_name
## [1] "Social Sciences"
## 
## 
## $results[[1]]$topic_share[[23]]$domain
## $results[[1]]$topic_share[[23]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topic_share[[23]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topic_share[[24]]
## $results[[1]]$topic_share[[24]]$id
## [1] "https://openalex.org/T10762"
## 
## $results[[1]]$topic_share[[24]]$display_name
## [1] "Migration, Health and Trauma"
## 
## $results[[1]]$topic_share[[24]]$value
## [1] 2.38e-05
## 
## $results[[1]]$topic_share[[24]]$subfield
## $results[[1]]$topic_share[[24]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## $results[[1]]$topic_share[[24]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## $results[[1]]$topic_share[[24]]$field
## $results[[1]]$topic_share[[24]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $results[[1]]$topic_share[[24]]$field$display_name
## [1] "Psychology"
## 
## 
## $results[[1]]$topic_share[[24]]$domain
## $results[[1]]$topic_share[[24]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topic_share[[24]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## $results[[1]]$topic_share[[25]]
## $results[[1]]$topic_share[[25]]$id
## [1] "https://openalex.org/T11756"
## 
## $results[[1]]$topic_share[[25]]$display_name
## [1] "Mentoring and Academic Development"
## 
## $results[[1]]$topic_share[[25]]$value
## [1] 2.28e-05
## 
## $results[[1]]$topic_share[[25]]$subfield
## $results[[1]]$topic_share[[25]]$subfield$id
## [1] "https://openalex.org/subfields/3207"
## 
## $results[[1]]$topic_share[[25]]$subfield$display_name
## [1] "Social Psychology"
## 
## 
## $results[[1]]$topic_share[[25]]$field
## $results[[1]]$topic_share[[25]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## $results[[1]]$topic_share[[25]]$field$display_name
## [1] "Psychology"
## 
## 
## $results[[1]]$topic_share[[25]]$domain
## $results[[1]]$topic_share[[25]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## $results[[1]]$topic_share[[25]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## 
## $results[[1]]$x_concepts
## $results[[1]]$x_concepts[[1]]
## $results[[1]]$x_concepts[[1]]$id
## [1] "https://openalex.org/C144024400"
## 
## $results[[1]]$x_concepts[[1]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21201"
## 
## $results[[1]]$x_concepts[[1]]$display_name
## [1] "Sociology"
## 
## $results[[1]]$x_concepts[[1]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[1]]$score
## [1] 78.2
## 
## 
## $results[[1]]$x_concepts[[2]]
## $results[[1]]$x_concepts[[2]]$id
## [1] "https://openalex.org/C17744445"
## 
## $results[[1]]$x_concepts[[2]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q36442"
## 
## $results[[1]]$x_concepts[[2]]$display_name
## [1] "Political science"
## 
## $results[[1]]$x_concepts[[2]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[2]]$score
## [1] 75.9
## 
## 
## $results[[1]]$x_concepts[[3]]
## $results[[1]]$x_concepts[[3]]$id
## [1] "https://openalex.org/C199539241"
## 
## $results[[1]]$x_concepts[[3]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q7748"
## 
## $results[[1]]$x_concepts[[3]]$display_name
## [1] "Law"
## 
## $results[[1]]$x_concepts[[3]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[3]]$score
## [1] 71.3
## 
## 
## $results[[1]]$x_concepts[[4]]
## $results[[1]]$x_concepts[[4]]$id
## [1] "https://openalex.org/C162324750"
## 
## $results[[1]]$x_concepts[[4]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8134"
## 
## $results[[1]]$x_concepts[[4]]$display_name
## [1] "Economics"
## 
## $results[[1]]$x_concepts[[4]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[4]]$score
## [1] 60.9
## 
## 
## $results[[1]]$x_concepts[[5]]
## $results[[1]]$x_concepts[[5]]$id
## [1] "https://openalex.org/C15744967"
## 
## $results[[1]]$x_concepts[[5]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q9418"
## 
## $results[[1]]$x_concepts[[5]]$display_name
## [1] "Psychology"
## 
## $results[[1]]$x_concepts[[5]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[5]]$score
## [1] 58.6
## 
## 
## $results[[1]]$x_concepts[[6]]
## $results[[1]]$x_concepts[[6]]$id
## [1] "https://openalex.org/C33923547"
## 
## $results[[1]]$x_concepts[[6]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q395"
## 
## $results[[1]]$x_concepts[[6]]$display_name
## [1] "Mathematics"
## 
## $results[[1]]$x_concepts[[6]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[6]]$score
## [1] 46
## 
## 
## $results[[1]]$x_concepts[[7]]
## $results[[1]]$x_concepts[[7]]$id
## [1] "https://openalex.org/C138885662"
## 
## $results[[1]]$x_concepts[[7]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q5891"
## 
## $results[[1]]$x_concepts[[7]]$display_name
## [1] "Philosophy"
## 
## $results[[1]]$x_concepts[[7]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[7]]$score
## [1] 41.4
## 
## 
## $results[[1]]$x_concepts[[8]]
## $results[[1]]$x_concepts[[8]]$id
## [1] "https://openalex.org/C19165224"
## 
## $results[[1]]$x_concepts[[8]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q23404"
## 
## $results[[1]]$x_concepts[[8]]$display_name
## [1] "Anthropology"
## 
## $results[[1]]$x_concepts[[8]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[8]]$score
## [1] 39.1
## 
## 
## $results[[1]]$x_concepts[[9]]
## $results[[1]]$x_concepts[[9]]$id
## [1] "https://openalex.org/C77805123"
## 
## $results[[1]]$x_concepts[[9]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q161272"
## 
## $results[[1]]$x_concepts[[9]]$display_name
## [1] "Social psychology"
## 
## $results[[1]]$x_concepts[[9]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[9]]$score
## [1] 37.9
## 
## 
## $results[[1]]$x_concepts[[10]]
## $results[[1]]$x_concepts[[10]]$id
## [1] "https://openalex.org/C137403100"
## 
## $results[[1]]$x_concepts[[10]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q41710"
## 
## $results[[1]]$x_concepts[[10]]$display_name
## [1] "Ethnic group"
## 
## $results[[1]]$x_concepts[[10]]$level
## [1] 2
## 
## $results[[1]]$x_concepts[[10]]$score
## [1] 37.9
## 
## 
## $results[[1]]$x_concepts[[11]]
## $results[[1]]$x_concepts[[11]]$id
## [1] "https://openalex.org/C41008148"
## 
## $results[[1]]$x_concepts[[11]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21198"
## 
## $results[[1]]$x_concepts[[11]]$display_name
## [1] "Computer science"
## 
## $results[[1]]$x_concepts[[11]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[11]]$score
## [1] 34.5
## 
## 
## $results[[1]]$x_concepts[[12]]
## $results[[1]]$x_concepts[[12]]$id
## [1] "https://openalex.org/C71924100"
## 
## $results[[1]]$x_concepts[[12]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q11190"
## 
## $results[[1]]$x_concepts[[12]]$display_name
## [1] "Medicine"
## 
## $results[[1]]$x_concepts[[12]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[12]]$score
## [1] 34.5
## 
## 
## $results[[1]]$x_concepts[[13]]
## $results[[1]]$x_concepts[[13]]$id
## [1] "https://openalex.org/C4249254"
## 
## $results[[1]]$x_concepts[[13]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q3044431"
## 
## $results[[1]]$x_concepts[[13]]$display_name
## [1] "Demographic economics"
## 
## $results[[1]]$x_concepts[[13]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[13]]$score
## [1] 31
## 
## 
## $results[[1]]$x_concepts[[14]]
## $results[[1]]$x_concepts[[14]]$id
## [1] "https://openalex.org/C149923435"
## 
## $results[[1]]$x_concepts[[14]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q37732"
## 
## $results[[1]]$x_concepts[[14]]$display_name
## [1] "Demography"
## 
## $results[[1]]$x_concepts[[14]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[14]]$score
## [1] 31
## 
## 
## $results[[1]]$x_concepts[[15]]
## $results[[1]]$x_concepts[[15]]$id
## [1] "https://openalex.org/C205649164"
## 
## $results[[1]]$x_concepts[[15]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q1071"
## 
## $results[[1]]$x_concepts[[15]]$display_name
## [1] "Geography"
## 
## $results[[1]]$x_concepts[[15]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[15]]$score
## [1] 31
## 
## 
## $results[[1]]$x_concepts[[16]]
## $results[[1]]$x_concepts[[16]]$id
## [1] "https://openalex.org/C36289849"
## 
## $results[[1]]$x_concepts[[16]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q34749"
## 
## $results[[1]]$x_concepts[[16]]$display_name
## [1] "Social science"
## 
## $results[[1]]$x_concepts[[16]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[16]]$score
## [1] 25.3
## 
## 
## $results[[1]]$x_concepts[[17]]
## $results[[1]]$x_concepts[[17]]$id
## [1] "https://openalex.org/C41895202"
## 
## $results[[1]]$x_concepts[[17]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8162"
## 
## $results[[1]]$x_concepts[[17]]$display_name
## [1] "Linguistics"
## 
## $results[[1]]$x_concepts[[17]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[17]]$score
## [1] 21.8
## 
## 
## $results[[1]]$x_concepts[[18]]
## $results[[1]]$x_concepts[[18]]$id
## [1] "https://openalex.org/C121332964"
## 
## $results[[1]]$x_concepts[[18]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q413"
## 
## $results[[1]]$x_concepts[[18]]$display_name
## [1] "Physics"
## 
## $results[[1]]$x_concepts[[18]]$level
## [1] 0
## 
## $results[[1]]$x_concepts[[18]]$score
## [1] 20.7
## 
## 
## $results[[1]]$x_concepts[[19]]
## $results[[1]]$x_concepts[[19]]$id
## [1] "https://openalex.org/C134306372"
## 
## $results[[1]]$x_concepts[[19]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q7754"
## 
## $results[[1]]$x_concepts[[19]]$display_name
## [1] "Mathematical analysis"
## 
## $results[[1]]$x_concepts[[19]]$level
## [1] 1
## 
## $results[[1]]$x_concepts[[19]]$score
## [1] 20.7
## 
## 
## 
## $results[[1]]$counts_by_year
## $results[[1]]$counts_by_year[[1]]
## $results[[1]]$counts_by_year[[1]]$year
## [1] 2025
## 
## $results[[1]]$counts_by_year[[1]]$works_count
## [1] 2
## 
## $results[[1]]$counts_by_year[[1]]$oa_works_count
## [1] 1
## 
## $results[[1]]$counts_by_year[[1]]$cited_by_count
## [1] 167
## 
## 
## $results[[1]]$counts_by_year[[2]]
## $results[[1]]$counts_by_year[[2]]$year
## [1] 2024
## 
## $results[[1]]$counts_by_year[[2]]$works_count
## [1] 9
## 
## $results[[1]]$counts_by_year[[2]]$oa_works_count
## [1] 6
## 
## $results[[1]]$counts_by_year[[2]]$cited_by_count
## [1] 269
## 
## 
## $results[[1]]$counts_by_year[[3]]
## $results[[1]]$counts_by_year[[3]]$year
## [1] 2023
## 
## $results[[1]]$counts_by_year[[3]]$works_count
## [1] 5
## 
## $results[[1]]$counts_by_year[[3]]$oa_works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[3]]$cited_by_count
## [1] 255
## 
## 
## $results[[1]]$counts_by_year[[4]]
## $results[[1]]$counts_by_year[[4]]$year
## [1] 2022
## 
## $results[[1]]$counts_by_year[[4]]$works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[4]]$oa_works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[4]]$cited_by_count
## [1] 192
## 
## 
## $results[[1]]$counts_by_year[[5]]
## $results[[1]]$counts_by_year[[5]]$year
## [1] 2021
## 
## $results[[1]]$counts_by_year[[5]]$works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[5]]$oa_works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[5]]$cited_by_count
## [1] 245
## 
## 
## $results[[1]]$counts_by_year[[6]]
## $results[[1]]$counts_by_year[[6]]$year
## [1] 2020
## 
## $results[[1]]$counts_by_year[[6]]$works_count
## [1] 0
## 
## $results[[1]]$counts_by_year[[6]]$oa_works_count
## [1] 0
## 
## $results[[1]]$counts_by_year[[6]]$cited_by_count
## [1] 221
## 
## 
## $results[[1]]$counts_by_year[[7]]
## $results[[1]]$counts_by_year[[7]]$year
## [1] 2019
## 
## $results[[1]]$counts_by_year[[7]]$works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[7]]$oa_works_count
## [1] 3
## 
## $results[[1]]$counts_by_year[[7]]$cited_by_count
## [1] 179
## 
## 
## $results[[1]]$counts_by_year[[8]]
## $results[[1]]$counts_by_year[[8]]$year
## [1] 2018
## 
## $results[[1]]$counts_by_year[[8]]$works_count
## [1] 3
## 
## $results[[1]]$counts_by_year[[8]]$oa_works_count
## [1] 3
## 
## $results[[1]]$counts_by_year[[8]]$cited_by_count
## [1] 180
## 
## 
## $results[[1]]$counts_by_year[[9]]
## $results[[1]]$counts_by_year[[9]]$year
## [1] 2017
## 
## $results[[1]]$counts_by_year[[9]]$works_count
## [1] 3
## 
## $results[[1]]$counts_by_year[[9]]$oa_works_count
## [1] 2
## 
## $results[[1]]$counts_by_year[[9]]$cited_by_count
## [1] 114
## 
## 
## $results[[1]]$counts_by_year[[10]]
## $results[[1]]$counts_by_year[[10]]$year
## [1] 2016
## 
## $results[[1]]$counts_by_year[[10]]$works_count
## [1] 13
## 
## $results[[1]]$counts_by_year[[10]]$oa_works_count
## [1] 6
## 
## $results[[1]]$counts_by_year[[10]]$cited_by_count
## [1] 167
## 
## 
## $results[[1]]$counts_by_year[[11]]
## $results[[1]]$counts_by_year[[11]]$year
## [1] 2015
## 
## $results[[1]]$counts_by_year[[11]]$works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[11]]$oa_works_count
## [1] 3
## 
## $results[[1]]$counts_by_year[[11]]$cited_by_count
## [1] 135
## 
## 
## $results[[1]]$counts_by_year[[12]]
## $results[[1]]$counts_by_year[[12]]$year
## [1] 2014
## 
## $results[[1]]$counts_by_year[[12]]$works_count
## [1] 8
## 
## $results[[1]]$counts_by_year[[12]]$oa_works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[12]]$cited_by_count
## [1] 99
## 
## 
## $results[[1]]$counts_by_year[[13]]
## $results[[1]]$counts_by_year[[13]]$year
## [1] 2013
## 
## $results[[1]]$counts_by_year[[13]]$works_count
## [1] 6
## 
## $results[[1]]$counts_by_year[[13]]$oa_works_count
## [1] 4
## 
## $results[[1]]$counts_by_year[[13]]$cited_by_count
## [1] 77
## 
## 
## $results[[1]]$counts_by_year[[14]]
## $results[[1]]$counts_by_year[[14]]$year
## [1] 2012
## 
## $results[[1]]$counts_by_year[[14]]$works_count
## [1] 2
## 
## $results[[1]]$counts_by_year[[14]]$oa_works_count
## [1] 2
## 
## $results[[1]]$counts_by_year[[14]]$cited_by_count
## [1] 51
## 
## 
## 
## $results[[1]]$works_api_url
## [1] "https://api.openalex.org/works?filter=author.id:A5087380803"
## 
## $results[[1]]$updated_date
## [1] "2025-09-23T08:45:01.902638"
## 
## $results[[1]]$created_date
## [1] "2023-07-21"
jt_json$results
## [[1]]
## [[1]]$id
## [1] "https://openalex.org/A5087380803"
## 
## [[1]]$orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## [[1]]$display_name
## [1] "Jochem Tolsma"
## 
## [[1]]$display_name_alternatives
## [[1]]$display_name_alternatives[[1]]
## [1] "J. Tolsma"
## 
## [[1]]$display_name_alternatives[[2]]
## [1] "Jochem Tolsma"
## 
## [[1]]$display_name_alternatives[[3]]
## [1] "J L Tolsma"
## 
## 
## [[1]]$relevance_score
## [1] 8980.66
## 
## [[1]]$works_count
## [1] 87
## 
## [[1]]$cited_by_count
## [1] 2116
## 
## [[1]]$summary_stats
## [[1]]$summary_stats$`2yr_mean_citedness`
## [1] 2.888889
## 
## [[1]]$summary_stats$h_index
## [1] 22
## 
## [[1]]$summary_stats$i10_index
## [1] 36
## 
## 
## [[1]]$ids
## [[1]]$ids$openalex
## [1] "https://openalex.org/A5087380803"
## 
## [[1]]$ids$orcid
## [1] "https://orcid.org/0000-0002-4411-6932"
## 
## 
## [[1]]$affiliations
## [[1]]$affiliations[[1]]
## [[1]]$affiliations[[1]]$institution
## [[1]]$affiliations[[1]]$institution$id
## [1] "https://openalex.org/I145872427"
## 
## [[1]]$affiliations[[1]]$institution$ror
## [1] "https://ror.org/016xsfp80"
## 
## [[1]]$affiliations[[1]]$institution$display_name
## [1] "Radboud University Nijmegen"
## 
## [[1]]$affiliations[[1]]$institution$country_code
## [1] "NL"
## 
## [[1]]$affiliations[[1]]$institution$type
## [1] "funder"
## 
## [[1]]$affiliations[[1]]$institution$lineage
## [[1]]$affiliations[[1]]$institution$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## [[1]]$affiliations[[1]]$years
## [[1]]$affiliations[[1]]$years[[1]]
## [1] 2025
## 
## [[1]]$affiliations[[1]]$years[[2]]
## [1] 2024
## 
## [[1]]$affiliations[[1]]$years[[3]]
## [1] 2023
## 
## [[1]]$affiliations[[1]]$years[[4]]
## [1] 2022
## 
## [[1]]$affiliations[[1]]$years[[5]]
## [1] 2021
## 
## [[1]]$affiliations[[1]]$years[[6]]
## [1] 2019
## 
## [[1]]$affiliations[[1]]$years[[7]]
## [1] 2018
## 
## [[1]]$affiliations[[1]]$years[[8]]
## [1] 2017
## 
## [[1]]$affiliations[[1]]$years[[9]]
## [1] 2016
## 
## [[1]]$affiliations[[1]]$years[[10]]
## [1] 2015
## 
## 
## 
## [[1]]$affiliations[[2]]
## [[1]]$affiliations[[2]]$institution
## [[1]]$affiliations[[2]]$institution$id
## [1] "https://openalex.org/I4210087716"
## 
## [[1]]$affiliations[[2]]$institution$ror
## [1] "https://ror.org/005rems48"
## 
## [[1]]$affiliations[[2]]$institution$display_name
## [1] "Interuniversity Center for Social Science Theory and Methodology"
## 
## [[1]]$affiliations[[2]]$institution$country_code
## [1] "NL"
## 
## [[1]]$affiliations[[2]]$institution$type
## [1] "education"
## 
## [[1]]$affiliations[[2]]$institution$lineage
## [[1]]$affiliations[[2]]$institution$lineage[[1]]
## [1] "https://openalex.org/I4210087716"
## 
## 
## 
## [[1]]$affiliations[[2]]$years
## [[1]]$affiliations[[2]]$years[[1]]
## [1] 2025
## 
## [[1]]$affiliations[[2]]$years[[2]]
## [1] 2022
## 
## 
## 
## [[1]]$affiliations[[3]]
## [[1]]$affiliations[[3]]$institution
## [[1]]$affiliations[[3]]$institution$id
## [1] "https://openalex.org/I169381384"
## 
## [[1]]$affiliations[[3]]$institution$ror
## [1] "https://ror.org/012p63287"
## 
## [[1]]$affiliations[[3]]$institution$display_name
## [1] "University of Groningen"
## 
## [[1]]$affiliations[[3]]$institution$country_code
## [1] "NL"
## 
## [[1]]$affiliations[[3]]$institution$type
## [1] "funder"
## 
## [[1]]$affiliations[[3]]$institution$lineage
## [[1]]$affiliations[[3]]$institution$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## [[1]]$affiliations[[3]]$years
## [[1]]$affiliations[[3]]$years[[1]]
## [1] 2025
## 
## [[1]]$affiliations[[3]]$years[[2]]
## [1] 2024
## 
## [[1]]$affiliations[[3]]$years[[3]]
## [1] 2023
## 
## [[1]]$affiliations[[3]]$years[[4]]
## [1] 2022
## 
## [[1]]$affiliations[[3]]$years[[5]]
## [1] 2021
## 
## 
## 
## 
## [[1]]$last_known_institutions
## [[1]]$last_known_institutions[[1]]
## [[1]]$last_known_institutions[[1]]$id
## [1] "https://openalex.org/I145872427"
## 
## [[1]]$last_known_institutions[[1]]$ror
## [1] "https://ror.org/016xsfp80"
## 
## [[1]]$last_known_institutions[[1]]$display_name
## [1] "Radboud University Nijmegen"
## 
## [[1]]$last_known_institutions[[1]]$country_code
## [1] "NL"
## 
## [[1]]$last_known_institutions[[1]]$type
## [1] "funder"
## 
## [[1]]$last_known_institutions[[1]]$lineage
## [[1]]$last_known_institutions[[1]]$lineage[[1]]
## [1] "https://openalex.org/I145872427"
## 
## 
## 
## [[1]]$last_known_institutions[[2]]
## [[1]]$last_known_institutions[[2]]$id
## [1] "https://openalex.org/I169381384"
## 
## [[1]]$last_known_institutions[[2]]$ror
## [1] "https://ror.org/012p63287"
## 
## [[1]]$last_known_institutions[[2]]$display_name
## [1] "University of Groningen"
## 
## [[1]]$last_known_institutions[[2]]$country_code
## [1] "NL"
## 
## [[1]]$last_known_institutions[[2]]$type
## [1] "funder"
## 
## [[1]]$last_known_institutions[[2]]$lineage
## [[1]]$last_known_institutions[[2]]$lineage[[1]]
## [1] "https://openalex.org/I169381384"
## 
## 
## 
## 
## [[1]]$topics
## [[1]]$topics[[1]]
## [[1]]$topics[[1]]$id
## [1] "https://openalex.org/T11239"
## 
## [[1]]$topics[[1]]$display_name
## [1] "Social Capital and Networks"
## 
## [[1]]$topics[[1]]$count
## [1] 15
## 
## [[1]]$topics[[1]]$subfield
## [[1]]$topics[[1]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[1]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[1]]$field
## [[1]]$topics[[1]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[1]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[1]]$domain
## [[1]]$topics[[1]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[1]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[2]]
## [[1]]$topics[[2]]$id
## [1] "https://openalex.org/T11645"
## 
## [[1]]$topics[[2]]$display_name
## [1] "Urban, Neighborhood, and Segregation Studies"
## 
## [[1]]$topics[[2]]$count
## [1] 12
## 
## [[1]]$topics[[2]]$subfield
## [[1]]$topics[[2]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[2]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[2]]$field
## [[1]]$topics[[2]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[2]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[2]]$domain
## [[1]]$topics[[2]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[2]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[3]]
## [[1]]$topics[[3]]$id
## [1] "https://openalex.org/T10314"
## 
## [[1]]$topics[[3]]$display_name
## [1] "Social and Intergroup Psychology"
## 
## [[1]]$topics[[3]]$count
## [1] 10
## 
## [[1]]$topics[[3]]$subfield
## [[1]]$topics[[3]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[3]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[3]]$field
## [[1]]$topics[[3]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[3]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[3]]$domain
## [[1]]$topics[[3]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[3]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[4]]
## [[1]]$topics[[4]]$id
## [1] "https://openalex.org/T12088"
## 
## [[1]]$topics[[4]]$display_name
## [1] "Intergenerational and Educational Inequality Studies"
## 
## [[1]]$topics[[4]]$count
## [1] 10
## 
## [[1]]$topics[[4]]$subfield
## [[1]]$topics[[4]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[4]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[4]]$field
## [[1]]$topics[[4]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[4]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[4]]$domain
## [[1]]$topics[[4]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[4]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[5]]
## [[1]]$topics[[5]]$id
## [1] "https://openalex.org/T10108"
## 
## [[1]]$topics[[5]]$display_name
## [1] "Electoral Systems and Political Participation"
## 
## [[1]]$topics[[5]]$count
## [1] 10
## 
## [[1]]$topics[[5]]$subfield
## [[1]]$topics[[5]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topics[[5]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topics[[5]]$field
## [[1]]$topics[[5]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[5]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[5]]$domain
## [[1]]$topics[[5]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[5]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[6]]
## [[1]]$topics[[6]]$id
## [1] "https://openalex.org/T10349"
## 
## [[1]]$topics[[6]]$display_name
## [1] "Migration and Labor Dynamics"
## 
## [[1]]$topics[[6]]$count
## [1] 8
## 
## [[1]]$topics[[6]]$subfield
## [[1]]$topics[[6]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[6]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[6]]$field
## [[1]]$topics[[6]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[6]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[6]]$domain
## [[1]]$topics[[6]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[6]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[7]]
## [[1]]$topics[[7]]$id
## [1] "https://openalex.org/T10557"
## 
## [[1]]$topics[[7]]$display_name
## [1] "Social Media and Politics"
## 
## [[1]]$topics[[7]]$count
## [1] 7
## 
## [[1]]$topics[[7]]$subfield
## [[1]]$topics[[7]]$subfield$id
## [1] "https://openalex.org/subfields/3315"
## 
## [[1]]$topics[[7]]$subfield$display_name
## [1] "Communication"
## 
## 
## [[1]]$topics[[7]]$field
## [[1]]$topics[[7]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[7]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[7]]$domain
## [[1]]$topics[[7]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[7]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[8]]
## [[1]]$topics[[8]]$id
## [1] "https://openalex.org/T10216"
## 
## [[1]]$topics[[8]]$display_name
## [1] "Migration, Refugees, and Integration"
## 
## [[1]]$topics[[8]]$count
## [1] 7
## 
## [[1]]$topics[[8]]$subfield
## [[1]]$topics[[8]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[8]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[8]]$field
## [[1]]$topics[[8]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[8]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[8]]$domain
## [[1]]$topics[[8]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[8]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[9]]
## [[1]]$topics[[9]]$id
## [1] "https://openalex.org/T10235"
## 
## [[1]]$topics[[9]]$display_name
## [1] "Health disparities and outcomes"
## 
## [[1]]$topics[[9]]$count
## [1] 7
## 
## [[1]]$topics[[9]]$subfield
## [[1]]$topics[[9]]$subfield$id
## [1] "https://openalex.org/subfields/3306"
## 
## [[1]]$topics[[9]]$subfield$display_name
## [1] "Health"
## 
## 
## [[1]]$topics[[9]]$field
## [[1]]$topics[[9]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[9]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[9]]$domain
## [[1]]$topics[[9]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[9]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[10]]
## [[1]]$topics[[10]]$id
## [1] "https://openalex.org/T13064"
## 
## [[1]]$topics[[10]]$display_name
## [1] "Dutch Social and Cultural Studies"
## 
## [[1]]$topics[[10]]$count
## [1] 6
## 
## [[1]]$topics[[10]]$subfield
## [[1]]$topics[[10]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topics[[10]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topics[[10]]$field
## [[1]]$topics[[10]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[10]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[10]]$domain
## [[1]]$topics[[10]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[10]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[11]]
## [[1]]$topics[[11]]$id
## [1] "https://openalex.org/T10762"
## 
## [[1]]$topics[[11]]$display_name
## [1] "Migration, Health and Trauma"
## 
## [[1]]$topics[[11]]$count
## [1] 5
## 
## [[1]]$topics[[11]]$subfield
## [[1]]$topics[[11]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## [[1]]$topics[[11]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## [[1]]$topics[[11]]$field
## [[1]]$topics[[11]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## [[1]]$topics[[11]]$field$display_name
## [1] "Psychology"
## 
## 
## [[1]]$topics[[11]]$domain
## [[1]]$topics[[11]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[11]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[12]]
## [[1]]$topics[[12]]$id
## [1] "https://openalex.org/T10574"
## 
## [[1]]$topics[[12]]$display_name
## [1] "Crime Patterns and Interventions"
## 
## [[1]]$topics[[12]]$count
## [1] 5
## 
## [[1]]$topics[[12]]$subfield
## [[1]]$topics[[12]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[12]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[12]]$field
## [[1]]$topics[[12]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[12]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[12]]$domain
## [[1]]$topics[[12]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[12]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[13]]
## [[1]]$topics[[13]]$id
## [1] "https://openalex.org/T12592"
## 
## [[1]]$topics[[13]]$display_name
## [1] "Opinion Dynamics and Social Influence"
## 
## [[1]]$topics[[13]]$count
## [1] 4
## 
## [[1]]$topics[[13]]$subfield
## [[1]]$topics[[13]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## [[1]]$topics[[13]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## [[1]]$topics[[13]]$field
## [[1]]$topics[[13]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## [[1]]$topics[[13]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## [[1]]$topics[[13]]$domain
## [[1]]$topics[[13]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## [[1]]$topics[[13]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## [[1]]$topics[[14]]
## [[1]]$topics[[14]]$id
## [1] "https://openalex.org/T10443"
## 
## [[1]]$topics[[14]]$display_name
## [1] "Social Policy and Reform Studies"
## 
## [[1]]$topics[[14]]$count
## [1] 4
## 
## [[1]]$topics[[14]]$subfield
## [[1]]$topics[[14]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topics[[14]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topics[[14]]$field
## [[1]]$topics[[14]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[14]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[14]]$domain
## [[1]]$topics[[14]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[14]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[15]]
## [[1]]$topics[[15]]$id
## [1] "https://openalex.org/T13709"
## 
## [[1]]$topics[[15]]$display_name
## [1] "Education in Diverse Contexts"
## 
## [[1]]$topics[[15]]$count
## [1] 4
## 
## [[1]]$topics[[15]]$subfield
## [[1]]$topics[[15]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topics[[15]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topics[[15]]$field
## [[1]]$topics[[15]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[15]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[15]]$domain
## [[1]]$topics[[15]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[15]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[16]]
## [[1]]$topics[[16]]$id
## [1] "https://openalex.org/T11397"
## 
## [[1]]$topics[[16]]$display_name
## [1] "Populism, Right-Wing Movements"
## 
## [[1]]$topics[[16]]$count
## [1] 4
## 
## [[1]]$topics[[16]]$subfield
## [[1]]$topics[[16]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topics[[16]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topics[[16]]$field
## [[1]]$topics[[16]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[16]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[16]]$domain
## [[1]]$topics[[16]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[16]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[17]]
## [[1]]$topics[[17]]$id
## [1] "https://openalex.org/T10674"
## 
## [[1]]$topics[[17]]$display_name
## [1] "School Choice and Performance"
## 
## [[1]]$topics[[17]]$count
## [1] 4
## 
## [[1]]$topics[[17]]$subfield
## [[1]]$topics[[17]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topics[[17]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topics[[17]]$field
## [[1]]$topics[[17]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[17]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[17]]$domain
## [[1]]$topics[[17]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[17]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[18]]
## [[1]]$topics[[18]]$id
## [1] "https://openalex.org/T10843"
## 
## [[1]]$topics[[18]]$display_name
## [1] "Diversity and Career in Medicine"
## 
## [[1]]$topics[[18]]$count
## [1] 3
## 
## [[1]]$topics[[18]]$subfield
## [[1]]$topics[[18]]$subfield$id
## [1] "https://openalex.org/subfields/3318"
## 
## [[1]]$topics[[18]]$subfield$display_name
## [1] "Gender Studies"
## 
## 
## [[1]]$topics[[18]]$field
## [[1]]$topics[[18]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[18]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[18]]$domain
## [[1]]$topics[[18]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[18]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[19]]
## [[1]]$topics[[19]]$id
## [1] "https://openalex.org/T10208"
## 
## [[1]]$topics[[19]]$display_name
## [1] "Labor market dynamics and wage inequality"
## 
## [[1]]$topics[[19]]$count
## [1] 3
## 
## [[1]]$topics[[19]]$subfield
## [[1]]$topics[[19]]$subfield$id
## [1] "https://openalex.org/subfields/2002"
## 
## [[1]]$topics[[19]]$subfield$display_name
## [1] "Economics and Econometrics"
## 
## 
## [[1]]$topics[[19]]$field
## [[1]]$topics[[19]]$field$id
## [1] "https://openalex.org/fields/20"
## 
## [[1]]$topics[[19]]$field$display_name
## [1] "Economics, Econometrics and Finance"
## 
## 
## [[1]]$topics[[19]]$domain
## [[1]]$topics[[19]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[19]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[20]]
## [[1]]$topics[[20]]$id
## [1] "https://openalex.org/T10182"
## 
## [[1]]$topics[[20]]$display_name
## [1] "Child and Adolescent Psychosocial and Emotional Development"
## 
## [[1]]$topics[[20]]$count
## [1] 3
## 
## [[1]]$topics[[20]]$subfield
## [[1]]$topics[[20]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## [[1]]$topics[[20]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## [[1]]$topics[[20]]$field
## [[1]]$topics[[20]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## [[1]]$topics[[20]]$field$display_name
## [1] "Psychology"
## 
## 
## [[1]]$topics[[20]]$domain
## [[1]]$topics[[20]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[20]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[21]]
## [[1]]$topics[[21]]$id
## [1] "https://openalex.org/T13532"
## 
## [[1]]$topics[[21]]$display_name
## [1] "Education Systems and Policy"
## 
## [[1]]$topics[[21]]$count
## [1] 3
## 
## [[1]]$topics[[21]]$subfield
## [[1]]$topics[[21]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topics[[21]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topics[[21]]$field
## [[1]]$topics[[21]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[21]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[21]]$domain
## [[1]]$topics[[21]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[21]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[22]]
## [[1]]$topics[[22]]$id
## [1] "https://openalex.org/T11076"
## 
## [[1]]$topics[[22]]$display_name
## [1] "Policing Practices and Perceptions"
## 
## [[1]]$topics[[22]]$count
## [1] 3
## 
## [[1]]$topics[[22]]$subfield
## [[1]]$topics[[22]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topics[[22]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topics[[22]]$field
## [[1]]$topics[[22]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[22]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[22]]$domain
## [[1]]$topics[[22]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[22]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[23]]
## [[1]]$topics[[23]]$id
## [1] "https://openalex.org/T10652"
## 
## [[1]]$topics[[23]]$display_name
## [1] "Racial and Ethnic Identity Research"
## 
## [[1]]$topics[[23]]$count
## [1] 3
## 
## [[1]]$topics[[23]]$subfield
## [[1]]$topics[[23]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[23]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[23]]$field
## [[1]]$topics[[23]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[23]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[23]]$domain
## [[1]]$topics[[23]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[23]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topics[[24]]
## [[1]]$topics[[24]]$id
## [1] "https://openalex.org/T10064"
## 
## [[1]]$topics[[24]]$display_name
## [1] "Complex Network Analysis Techniques"
## 
## [[1]]$topics[[24]]$count
## [1] 3
## 
## [[1]]$topics[[24]]$subfield
## [[1]]$topics[[24]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## [[1]]$topics[[24]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## [[1]]$topics[[24]]$field
## [[1]]$topics[[24]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## [[1]]$topics[[24]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## [[1]]$topics[[24]]$domain
## [[1]]$topics[[24]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## [[1]]$topics[[24]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## [[1]]$topics[[25]]
## [[1]]$topics[[25]]$id
## [1] "https://openalex.org/T11120"
## 
## [[1]]$topics[[25]]$display_name
## [1] "Nonprofit Sector and Volunteering"
## 
## [[1]]$topics[[25]]$count
## [1] 2
## 
## [[1]]$topics[[25]]$subfield
## [[1]]$topics[[25]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topics[[25]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topics[[25]]$field
## [[1]]$topics[[25]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topics[[25]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topics[[25]]$domain
## [[1]]$topics[[25]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topics[[25]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## 
## [[1]]$topic_share
## [[1]]$topic_share[[1]]
## [[1]]$topic_share[[1]]$id
## [1] "https://openalex.org/T12088"
## 
## [[1]]$topic_share[[1]]$display_name
## [1] "Intergenerational and Educational Inequality Studies"
## 
## [[1]]$topic_share[[1]]$value
## [1] 0.0002799
## 
## [[1]]$topic_share[[1]]$subfield
## [[1]]$topic_share[[1]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[1]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[1]]$field
## [[1]]$topic_share[[1]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[1]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[1]]$domain
## [[1]]$topic_share[[1]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[1]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[2]]
## [[1]]$topic_share[[2]]$id
## [1] "https://openalex.org/T11239"
## 
## [[1]]$topic_share[[2]]$display_name
## [1] "Social Capital and Networks"
## 
## [[1]]$topic_share[[2]]$value
## [1] 0.000258
## 
## [[1]]$topic_share[[2]]$subfield
## [[1]]$topic_share[[2]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[2]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[2]]$field
## [[1]]$topic_share[[2]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[2]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[2]]$domain
## [[1]]$topic_share[[2]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[2]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[3]]
## [[1]]$topic_share[[3]]$id
## [1] "https://openalex.org/T13709"
## 
## [[1]]$topic_share[[3]]$display_name
## [1] "Education in Diverse Contexts"
## 
## [[1]]$topic_share[[3]]$value
## [1] 9.87e-05
## 
## [[1]]$topic_share[[3]]$subfield
## [[1]]$topic_share[[3]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topic_share[[3]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topic_share[[3]]$field
## [[1]]$topic_share[[3]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[3]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[3]]$domain
## [[1]]$topic_share[[3]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[3]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[4]]
## [[1]]$topic_share[[4]]$id
## [1] "https://openalex.org/T11645"
## 
## [[1]]$topic_share[[4]]$display_name
## [1] "Urban, Neighborhood, and Segregation Studies"
## 
## [[1]]$topic_share[[4]]$value
## [1] 9.59e-05
## 
## [[1]]$topic_share[[4]]$subfield
## [[1]]$topic_share[[4]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[4]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[4]]$field
## [[1]]$topic_share[[4]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[4]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[4]]$domain
## [[1]]$topic_share[[4]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[4]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[5]]
## [[1]]$topic_share[[5]]$id
## [1] "https://openalex.org/T10314"
## 
## [[1]]$topic_share[[5]]$display_name
## [1] "Social and Intergroup Psychology"
## 
## [[1]]$topic_share[[5]]$value
## [1] 8.23e-05
## 
## [[1]]$topic_share[[5]]$subfield
## [[1]]$topic_share[[5]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[5]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[5]]$field
## [[1]]$topic_share[[5]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[5]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[5]]$domain
## [[1]]$topic_share[[5]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[5]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[6]]
## [[1]]$topic_share[[6]]$id
## [1] "https://openalex.org/T10108"
## 
## [[1]]$topic_share[[6]]$display_name
## [1] "Electoral Systems and Political Participation"
## 
## [[1]]$topic_share[[6]]$value
## [1] 8.1e-05
## 
## [[1]]$topic_share[[6]]$subfield
## [[1]]$topic_share[[6]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topic_share[[6]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topic_share[[6]]$field
## [[1]]$topic_share[[6]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[6]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[6]]$domain
## [[1]]$topic_share[[6]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[6]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[7]]
## [[1]]$topic_share[[7]]$id
## [1] "https://openalex.org/T11397"
## 
## [[1]]$topic_share[[7]]$display_name
## [1] "Populism, Right-Wing Movements"
## 
## [[1]]$topic_share[[7]]$value
## [1] 6.45e-05
## 
## [[1]]$topic_share[[7]]$subfield
## [[1]]$topic_share[[7]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topic_share[[7]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topic_share[[7]]$field
## [[1]]$topic_share[[7]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[7]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[7]]$domain
## [[1]]$topic_share[[7]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[7]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[8]]
## [[1]]$topic_share[[8]]$id
## [1] "https://openalex.org/T11076"
## 
## [[1]]$topic_share[[8]]$display_name
## [1] "Policing Practices and Perceptions"
## 
## [[1]]$topic_share[[8]]$value
## [1] 6.15e-05
## 
## [[1]]$topic_share[[8]]$subfield
## [[1]]$topic_share[[8]]$subfield$id
## [1] "https://openalex.org/subfields/3320"
## 
## [[1]]$topic_share[[8]]$subfield$display_name
## [1] "Political Science and International Relations"
## 
## 
## [[1]]$topic_share[[8]]$field
## [[1]]$topic_share[[8]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[8]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[8]]$domain
## [[1]]$topic_share[[8]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[8]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[9]]
## [[1]]$topic_share[[9]]$id
## [1] "https://openalex.org/T10216"
## 
## [[1]]$topic_share[[9]]$display_name
## [1] "Migration, Refugees, and Integration"
## 
## [[1]]$topic_share[[9]]$value
## [1] 5.82e-05
## 
## [[1]]$topic_share[[9]]$subfield
## [[1]]$topic_share[[9]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[9]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[9]]$field
## [[1]]$topic_share[[9]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[9]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[9]]$domain
## [[1]]$topic_share[[9]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[9]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[10]]
## [[1]]$topic_share[[10]]$id
## [1] "https://openalex.org/T10652"
## 
## [[1]]$topic_share[[10]]$display_name
## [1] "Racial and Ethnic Identity Research"
## 
## [[1]]$topic_share[[10]]$value
## [1] 5.05e-05
## 
## [[1]]$topic_share[[10]]$subfield
## [[1]]$topic_share[[10]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[10]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[10]]$field
## [[1]]$topic_share[[10]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[10]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[10]]$domain
## [[1]]$topic_share[[10]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[10]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[11]]
## [[1]]$topic_share[[11]]$id
## [1] "https://openalex.org/T13582"
## 
## [[1]]$topic_share[[11]]$display_name
## [1] "Stalking, Cyberstalking, and Harassment"
## 
## [[1]]$topic_share[[11]]$value
## [1] 3.94e-05
## 
## [[1]]$topic_share[[11]]$subfield
## [[1]]$topic_share[[11]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[11]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[11]]$field
## [[1]]$topic_share[[11]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[11]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[11]]$domain
## [[1]]$topic_share[[11]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[11]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[12]]
## [[1]]$topic_share[[12]]$id
## [1] "https://openalex.org/T13064"
## 
## [[1]]$topic_share[[12]]$display_name
## [1] "Dutch Social and Cultural Studies"
## 
## [[1]]$topic_share[[12]]$value
## [1] 3.72e-05
## 
## [[1]]$topic_share[[12]]$subfield
## [[1]]$topic_share[[12]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topic_share[[12]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topic_share[[12]]$field
## [[1]]$topic_share[[12]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[12]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[12]]$domain
## [[1]]$topic_share[[12]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[12]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[13]]
## [[1]]$topic_share[[13]]$id
## [1] "https://openalex.org/T10574"
## 
## [[1]]$topic_share[[13]]$display_name
## [1] "Crime Patterns and Interventions"
## 
## [[1]]$topic_share[[13]]$value
## [1] 3.57e-05
## 
## [[1]]$topic_share[[13]]$subfield
## [[1]]$topic_share[[13]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[13]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[13]]$field
## [[1]]$topic_share[[13]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[13]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[13]]$domain
## [[1]]$topic_share[[13]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[13]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[14]]
## [[1]]$topic_share[[14]]$id
## [1] "https://openalex.org/T10674"
## 
## [[1]]$topic_share[[14]]$display_name
## [1] "School Choice and Performance"
## 
## [[1]]$topic_share[[14]]$value
## [1] 3.39e-05
## 
## [[1]]$topic_share[[14]]$subfield
## [[1]]$topic_share[[14]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topic_share[[14]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topic_share[[14]]$field
## [[1]]$topic_share[[14]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[14]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[14]]$domain
## [[1]]$topic_share[[14]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[14]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[15]]
## [[1]]$topic_share[[15]]$id
## [1] "https://openalex.org/T10349"
## 
## [[1]]$topic_share[[15]]$display_name
## [1] "Migration and Labor Dynamics"
## 
## [[1]]$topic_share[[15]]$value
## [1] 3.34e-05
## 
## [[1]]$topic_share[[15]]$subfield
## [[1]]$topic_share[[15]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[15]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[15]]$field
## [[1]]$topic_share[[15]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[15]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[15]]$domain
## [[1]]$topic_share[[15]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[15]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[16]]
## [[1]]$topic_share[[16]]$id
## [1] "https://openalex.org/T12474"
## 
## [[1]]$topic_share[[16]]$display_name
## [1] "Education Discipline and Inequality"
## 
## [[1]]$topic_share[[16]]$value
## [1] 3.07e-05
## 
## [[1]]$topic_share[[16]]$subfield
## [[1]]$topic_share[[16]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topic_share[[16]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topic_share[[16]]$field
## [[1]]$topic_share[[16]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[16]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[16]]$domain
## [[1]]$topic_share[[16]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[16]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[17]]
## [[1]]$topic_share[[17]]$id
## [1] "https://openalex.org/T10557"
## 
## [[1]]$topic_share[[17]]$display_name
## [1] "Social Media and Politics"
## 
## [[1]]$topic_share[[17]]$value
## [1] 2.85e-05
## 
## [[1]]$topic_share[[17]]$subfield
## [[1]]$topic_share[[17]]$subfield$id
## [1] "https://openalex.org/subfields/3315"
## 
## [[1]]$topic_share[[17]]$subfield$display_name
## [1] "Communication"
## 
## 
## [[1]]$topic_share[[17]]$field
## [[1]]$topic_share[[17]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[17]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[17]]$domain
## [[1]]$topic_share[[17]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[17]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[18]]
## [[1]]$topic_share[[18]]$id
## [1] "https://openalex.org/T12592"
## 
## [[1]]$topic_share[[18]]$display_name
## [1] "Opinion Dynamics and Social Influence"
## 
## [[1]]$topic_share[[18]]$value
## [1] 2.84e-05
## 
## [[1]]$topic_share[[18]]$subfield
## [[1]]$topic_share[[18]]$subfield$id
## [1] "https://openalex.org/subfields/3109"
## 
## [[1]]$topic_share[[18]]$subfield$display_name
## [1] "Statistical and Nonlinear Physics"
## 
## 
## [[1]]$topic_share[[18]]$field
## [[1]]$topic_share[[18]]$field$id
## [1] "https://openalex.org/fields/31"
## 
## [[1]]$topic_share[[18]]$field$display_name
## [1] "Physics and Astronomy"
## 
## 
## [[1]]$topic_share[[18]]$domain
## [[1]]$topic_share[[18]]$domain$id
## [1] "https://openalex.org/domains/3"
## 
## [[1]]$topic_share[[18]]$domain$display_name
## [1] "Physical Sciences"
## 
## 
## 
## [[1]]$topic_share[[19]]
## [[1]]$topic_share[[19]]$id
## [1] "https://openalex.org/T11895"
## 
## [[1]]$topic_share[[19]]$display_name
## [1] "Social and Cultural Dynamics"
## 
## [[1]]$topic_share[[19]]$value
## [1] 2.79e-05
## 
## [[1]]$topic_share[[19]]$subfield
## [[1]]$topic_share[[19]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[19]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[19]]$field
## [[1]]$topic_share[[19]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[19]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[19]]$domain
## [[1]]$topic_share[[19]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[19]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[20]]
## [[1]]$topic_share[[20]]$id
## [1] "https://openalex.org/T10235"
## 
## [[1]]$topic_share[[20]]$display_name
## [1] "Health disparities and outcomes"
## 
## [[1]]$topic_share[[20]]$value
## [1] 2.78e-05
## 
## [[1]]$topic_share[[20]]$subfield
## [[1]]$topic_share[[20]]$subfield$id
## [1] "https://openalex.org/subfields/3306"
## 
## [[1]]$topic_share[[20]]$subfield$display_name
## [1] "Health"
## 
## 
## [[1]]$topic_share[[20]]$field
## [[1]]$topic_share[[20]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[20]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[20]]$domain
## [[1]]$topic_share[[20]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[20]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[21]]
## [[1]]$topic_share[[21]]$id
## [1] "https://openalex.org/T14136"
## 
## [[1]]$topic_share[[21]]$display_name
## [1] "Education and Military Integration"
## 
## [[1]]$topic_share[[21]]$value
## [1] 2.75e-05
## 
## [[1]]$topic_share[[21]]$subfield
## [[1]]$topic_share[[21]]$subfield$id
## [1] "https://openalex.org/subfields/3304"
## 
## [[1]]$topic_share[[21]]$subfield$display_name
## [1] "Education"
## 
## 
## [[1]]$topic_share[[21]]$field
## [[1]]$topic_share[[21]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[21]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[21]]$domain
## [[1]]$topic_share[[21]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[21]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[22]]
## [[1]]$topic_share[[22]]$id
## [1] "https://openalex.org/T11120"
## 
## [[1]]$topic_share[[22]]$display_name
## [1] "Nonprofit Sector and Volunteering"
## 
## [[1]]$topic_share[[22]]$value
## [1] 2.66e-05
## 
## [[1]]$topic_share[[22]]$subfield
## [[1]]$topic_share[[22]]$subfield$id
## [1] "https://openalex.org/subfields/3312"
## 
## [[1]]$topic_share[[22]]$subfield$display_name
## [1] "Sociology and Political Science"
## 
## 
## [[1]]$topic_share[[22]]$field
## [[1]]$topic_share[[22]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[22]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[22]]$domain
## [[1]]$topic_share[[22]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[22]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[23]]
## [[1]]$topic_share[[23]]$id
## [1] "https://openalex.org/T14292"
## 
## [[1]]$topic_share[[23]]$display_name
## [1] "Migration, Policy, and Dickens Studies"
## 
## [[1]]$topic_share[[23]]$value
## [1] 2.51e-05
## 
## [[1]]$topic_share[[23]]$subfield
## [[1]]$topic_share[[23]]$subfield$id
## [1] "https://openalex.org/subfields/3317"
## 
## [[1]]$topic_share[[23]]$subfield$display_name
## [1] "Demography"
## 
## 
## [[1]]$topic_share[[23]]$field
## [[1]]$topic_share[[23]]$field$id
## [1] "https://openalex.org/fields/33"
## 
## [[1]]$topic_share[[23]]$field$display_name
## [1] "Social Sciences"
## 
## 
## [[1]]$topic_share[[23]]$domain
## [[1]]$topic_share[[23]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[23]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[24]]
## [[1]]$topic_share[[24]]$id
## [1] "https://openalex.org/T10762"
## 
## [[1]]$topic_share[[24]]$display_name
## [1] "Migration, Health and Trauma"
## 
## [[1]]$topic_share[[24]]$value
## [1] 2.38e-05
## 
## [[1]]$topic_share[[24]]$subfield
## [[1]]$topic_share[[24]]$subfield$id
## [1] "https://openalex.org/subfields/3203"
## 
## [[1]]$topic_share[[24]]$subfield$display_name
## [1] "Clinical Psychology"
## 
## 
## [[1]]$topic_share[[24]]$field
## [[1]]$topic_share[[24]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## [[1]]$topic_share[[24]]$field$display_name
## [1] "Psychology"
## 
## 
## [[1]]$topic_share[[24]]$domain
## [[1]]$topic_share[[24]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[24]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## [[1]]$topic_share[[25]]
## [[1]]$topic_share[[25]]$id
## [1] "https://openalex.org/T11756"
## 
## [[1]]$topic_share[[25]]$display_name
## [1] "Mentoring and Academic Development"
## 
## [[1]]$topic_share[[25]]$value
## [1] 2.28e-05
## 
## [[1]]$topic_share[[25]]$subfield
## [[1]]$topic_share[[25]]$subfield$id
## [1] "https://openalex.org/subfields/3207"
## 
## [[1]]$topic_share[[25]]$subfield$display_name
## [1] "Social Psychology"
## 
## 
## [[1]]$topic_share[[25]]$field
## [[1]]$topic_share[[25]]$field$id
## [1] "https://openalex.org/fields/32"
## 
## [[1]]$topic_share[[25]]$field$display_name
## [1] "Psychology"
## 
## 
## [[1]]$topic_share[[25]]$domain
## [[1]]$topic_share[[25]]$domain$id
## [1] "https://openalex.org/domains/2"
## 
## [[1]]$topic_share[[25]]$domain$display_name
## [1] "Social Sciences"
## 
## 
## 
## 
## [[1]]$x_concepts
## [[1]]$x_concepts[[1]]
## [[1]]$x_concepts[[1]]$id
## [1] "https://openalex.org/C144024400"
## 
## [[1]]$x_concepts[[1]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21201"
## 
## [[1]]$x_concepts[[1]]$display_name
## [1] "Sociology"
## 
## [[1]]$x_concepts[[1]]$level
## [1] 0
## 
## [[1]]$x_concepts[[1]]$score
## [1] 78.2
## 
## 
## [[1]]$x_concepts[[2]]
## [[1]]$x_concepts[[2]]$id
## [1] "https://openalex.org/C17744445"
## 
## [[1]]$x_concepts[[2]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q36442"
## 
## [[1]]$x_concepts[[2]]$display_name
## [1] "Political science"
## 
## [[1]]$x_concepts[[2]]$level
## [1] 0
## 
## [[1]]$x_concepts[[2]]$score
## [1] 75.9
## 
## 
## [[1]]$x_concepts[[3]]
## [[1]]$x_concepts[[3]]$id
## [1] "https://openalex.org/C199539241"
## 
## [[1]]$x_concepts[[3]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q7748"
## 
## [[1]]$x_concepts[[3]]$display_name
## [1] "Law"
## 
## [[1]]$x_concepts[[3]]$level
## [1] 1
## 
## [[1]]$x_concepts[[3]]$score
## [1] 71.3
## 
## 
## [[1]]$x_concepts[[4]]
## [[1]]$x_concepts[[4]]$id
## [1] "https://openalex.org/C162324750"
## 
## [[1]]$x_concepts[[4]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8134"
## 
## [[1]]$x_concepts[[4]]$display_name
## [1] "Economics"
## 
## [[1]]$x_concepts[[4]]$level
## [1] 0
## 
## [[1]]$x_concepts[[4]]$score
## [1] 60.9
## 
## 
## [[1]]$x_concepts[[5]]
## [[1]]$x_concepts[[5]]$id
## [1] "https://openalex.org/C15744967"
## 
## [[1]]$x_concepts[[5]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q9418"
## 
## [[1]]$x_concepts[[5]]$display_name
## [1] "Psychology"
## 
## [[1]]$x_concepts[[5]]$level
## [1] 0
## 
## [[1]]$x_concepts[[5]]$score
## [1] 58.6
## 
## 
## [[1]]$x_concepts[[6]]
## [[1]]$x_concepts[[6]]$id
## [1] "https://openalex.org/C33923547"
## 
## [[1]]$x_concepts[[6]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q395"
## 
## [[1]]$x_concepts[[6]]$display_name
## [1] "Mathematics"
## 
## [[1]]$x_concepts[[6]]$level
## [1] 0
## 
## [[1]]$x_concepts[[6]]$score
## [1] 46
## 
## 
## [[1]]$x_concepts[[7]]
## [[1]]$x_concepts[[7]]$id
## [1] "https://openalex.org/C138885662"
## 
## [[1]]$x_concepts[[7]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q5891"
## 
## [[1]]$x_concepts[[7]]$display_name
## [1] "Philosophy"
## 
## [[1]]$x_concepts[[7]]$level
## [1] 0
## 
## [[1]]$x_concepts[[7]]$score
## [1] 41.4
## 
## 
## [[1]]$x_concepts[[8]]
## [[1]]$x_concepts[[8]]$id
## [1] "https://openalex.org/C19165224"
## 
## [[1]]$x_concepts[[8]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q23404"
## 
## [[1]]$x_concepts[[8]]$display_name
## [1] "Anthropology"
## 
## [[1]]$x_concepts[[8]]$level
## [1] 1
## 
## [[1]]$x_concepts[[8]]$score
## [1] 39.1
## 
## 
## [[1]]$x_concepts[[9]]
## [[1]]$x_concepts[[9]]$id
## [1] "https://openalex.org/C77805123"
## 
## [[1]]$x_concepts[[9]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q161272"
## 
## [[1]]$x_concepts[[9]]$display_name
## [1] "Social psychology"
## 
## [[1]]$x_concepts[[9]]$level
## [1] 1
## 
## [[1]]$x_concepts[[9]]$score
## [1] 37.9
## 
## 
## [[1]]$x_concepts[[10]]
## [[1]]$x_concepts[[10]]$id
## [1] "https://openalex.org/C137403100"
## 
## [[1]]$x_concepts[[10]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q41710"
## 
## [[1]]$x_concepts[[10]]$display_name
## [1] "Ethnic group"
## 
## [[1]]$x_concepts[[10]]$level
## [1] 2
## 
## [[1]]$x_concepts[[10]]$score
## [1] 37.9
## 
## 
## [[1]]$x_concepts[[11]]
## [[1]]$x_concepts[[11]]$id
## [1] "https://openalex.org/C41008148"
## 
## [[1]]$x_concepts[[11]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q21198"
## 
## [[1]]$x_concepts[[11]]$display_name
## [1] "Computer science"
## 
## [[1]]$x_concepts[[11]]$level
## [1] 0
## 
## [[1]]$x_concepts[[11]]$score
## [1] 34.5
## 
## 
## [[1]]$x_concepts[[12]]
## [[1]]$x_concepts[[12]]$id
## [1] "https://openalex.org/C71924100"
## 
## [[1]]$x_concepts[[12]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q11190"
## 
## [[1]]$x_concepts[[12]]$display_name
## [1] "Medicine"
## 
## [[1]]$x_concepts[[12]]$level
## [1] 0
## 
## [[1]]$x_concepts[[12]]$score
## [1] 34.5
## 
## 
## [[1]]$x_concepts[[13]]
## [[1]]$x_concepts[[13]]$id
## [1] "https://openalex.org/C4249254"
## 
## [[1]]$x_concepts[[13]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q3044431"
## 
## [[1]]$x_concepts[[13]]$display_name
## [1] "Demographic economics"
## 
## [[1]]$x_concepts[[13]]$level
## [1] 1
## 
## [[1]]$x_concepts[[13]]$score
## [1] 31
## 
## 
## [[1]]$x_concepts[[14]]
## [[1]]$x_concepts[[14]]$id
## [1] "https://openalex.org/C149923435"
## 
## [[1]]$x_concepts[[14]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q37732"
## 
## [[1]]$x_concepts[[14]]$display_name
## [1] "Demography"
## 
## [[1]]$x_concepts[[14]]$level
## [1] 1
## 
## [[1]]$x_concepts[[14]]$score
## [1] 31
## 
## 
## [[1]]$x_concepts[[15]]
## [[1]]$x_concepts[[15]]$id
## [1] "https://openalex.org/C205649164"
## 
## [[1]]$x_concepts[[15]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q1071"
## 
## [[1]]$x_concepts[[15]]$display_name
## [1] "Geography"
## 
## [[1]]$x_concepts[[15]]$level
## [1] 0
## 
## [[1]]$x_concepts[[15]]$score
## [1] 31
## 
## 
## [[1]]$x_concepts[[16]]
## [[1]]$x_concepts[[16]]$id
## [1] "https://openalex.org/C36289849"
## 
## [[1]]$x_concepts[[16]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q34749"
## 
## [[1]]$x_concepts[[16]]$display_name
## [1] "Social science"
## 
## [[1]]$x_concepts[[16]]$level
## [1] 1
## 
## [[1]]$x_concepts[[16]]$score
## [1] 25.3
## 
## 
## [[1]]$x_concepts[[17]]
## [[1]]$x_concepts[[17]]$id
## [1] "https://openalex.org/C41895202"
## 
## [[1]]$x_concepts[[17]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q8162"
## 
## [[1]]$x_concepts[[17]]$display_name
## [1] "Linguistics"
## 
## [[1]]$x_concepts[[17]]$level
## [1] 1
## 
## [[1]]$x_concepts[[17]]$score
## [1] 21.8
## 
## 
## [[1]]$x_concepts[[18]]
## [[1]]$x_concepts[[18]]$id
## [1] "https://openalex.org/C121332964"
## 
## [[1]]$x_concepts[[18]]$wikidata
## [1] "https://www.wikidata.org/wiki/Q413"
## 
## [[1]]$x_concepts[[18]]$display_name
## [1] "Physics"
## 
## [[1]]$x_concepts[[18]]$level
## [1] 0
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##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 78.2
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C17744445"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q36442"
##   .. .. ..$ display_name: chr "Political science"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 75.9
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C199539241"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q7748"
##   .. .. ..$ display_name: chr "Law"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 71.3
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C162324750"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q8134"
##   .. .. ..$ display_name: chr "Economics"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 60.9
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C15744967"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q9418"
##   .. .. ..$ display_name: chr "Psychology"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 58.6
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C33923547"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q395"
##   .. .. ..$ display_name: chr "Mathematics"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 46
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C138885662"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q5891"
##   .. .. ..$ display_name: chr "Philosophy"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 41.4
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C19165224"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q23404"
##   .. .. ..$ display_name: chr "Anthropology"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 39.1
##   .. ..$ :List of 5
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q161272"
##   .. .. ..$ display_name: chr "Social psychology"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 37.9
##   .. ..$ :List of 5
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q41710"
##   .. .. ..$ display_name: chr "Ethnic group"
##   .. .. ..$ level       : int 2
##   .. .. ..$ score       : num 37.9
##   .. ..$ :List of 5
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q21198"
##   .. .. ..$ display_name: chr "Computer science"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 34.5
##   .. ..$ :List of 5
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q11190"
##   .. .. ..$ display_name: chr "Medicine"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 34.5
##   .. ..$ :List of 5
##   .. .. ..$ id          : chr "https://openalex.org/C4249254"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q3044431"
##   .. .. ..$ display_name: chr "Demographic economics"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 31
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q37732"
##   .. .. ..$ display_name: chr "Demography"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 31
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##   .. .. ..$ id          : chr "https://openalex.org/C205649164"
##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q1071"
##   .. .. ..$ display_name: chr "Geography"
##   .. .. ..$ level       : int 0
##   .. .. ..$ score       : num 31
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##   .. .. ..$ display_name: chr "Social science"
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##   .. .. ..$ display_name: chr "Linguistics"
##   .. .. ..$ level       : int 1
##   .. .. ..$ score       : num 21.8
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##   .. .. ..$ wikidata    : chr "https://www.wikidata.org/wiki/Q413"
##   .. .. ..$ display_name: chr "Physics"
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##   .. .. ..$ cited_by_count: int 269
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##   .. .. ..$ cited_by_count: int 255
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##   .. .. ..$ oa_works_count: int 4
##   .. .. ..$ cited_by_count: int 192
##   .. ..$ :List of 4
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##   .. .. ..$ works_count   : int 4
##   .. .. ..$ oa_works_count: int 4
##   .. .. ..$ cited_by_count: int 245
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2020
##   .. .. ..$ works_count   : int 0
##   .. .. ..$ oa_works_count: int 0
##   .. .. ..$ cited_by_count: int 221
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2019
##   .. .. ..$ works_count   : int 4
##   .. .. ..$ oa_works_count: int 3
##   .. .. ..$ cited_by_count: int 179
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2018
##   .. .. ..$ works_count   : int 3
##   .. .. ..$ oa_works_count: int 3
##   .. .. ..$ cited_by_count: int 180
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2017
##   .. .. ..$ works_count   : int 3
##   .. .. ..$ oa_works_count: int 2
##   .. .. ..$ cited_by_count: int 114
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2016
##   .. .. ..$ works_count   : int 13
##   .. .. ..$ oa_works_count: int 6
##   .. .. ..$ cited_by_count: int 167
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##   .. .. ..$ oa_works_count: int 3
##   .. .. ..$ cited_by_count: int 135
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2014
##   .. .. ..$ works_count   : int 8
##   .. .. ..$ oa_works_count: int 4
##   .. .. ..$ cited_by_count: int 99
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2013
##   .. .. ..$ works_count   : int 6
##   .. .. ..$ oa_works_count: int 4
##   .. .. ..$ cited_by_count: int 77
##   .. ..$ :List of 4
##   .. .. ..$ year          : int 2012
##   .. .. ..$ works_count   : int 2
##   .. .. ..$ oa_works_count: int 2
##   .. .. ..$ cited_by_count: int 51
##   ..$ works_api_url            : chr "https://api.openalex.org/works?filter=author.id:A5087380803"
##   ..$ updated_date             : chr "2025-09-23T08:45:01.902638"
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str(jt_json$results, 2)
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##   ..$ relevance_score          : num 8981
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##   ..$ works_api_url            : chr "https://api.openalex.org/works?filter=author.id:A5087380803"
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## [1] "https://ror.org/016xsfp80"
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## [1] "Radboud University Nijmegen"
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## [1] "NL"
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## [1] "funder"
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## [1] "https://ror.org/005rems48"
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## [1] "Interuniversity Center for Social Science Theory and Methodology"
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## [1] "https://openalex.org/I4210087716"
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