R code to build panel co-attendance networks from AFSP biennial conferences.

CITATION

Briatte, François. 2017. AFSP Conference Panel Co-attendance Data. DOI: 10.5281/zenodo.835615.

DATA

The DATA file contains a detailed codebook for all files present in the data folder.

HOWTO

# -- PACKAGE DEPENDENCIES (repeated in scripts) --------------------------------

# data
library(dplyr)
library(purrr)
library(readr)
library(rvest)
library(stringr)
library(tidyr)

# networks
library(igraph)
library(ggplot2)
library(ggraph)

# -- BUILD NETWORKS ------------------------------------------------------------

# full construction routine
source("01_data.r")
source("02_two_mode_networks.r")
source("03_one_mode_networks.r")

# to load the edge list on its own
d <- readr::read_tsv("data/edges.tsv", col_types = "icciiiiccc")

# to load the weighted incidence matrix on its own
w <- readr::read_rds("data/incidence_matrix.rds")

# -- PANEL DATA ----------------------------------------------------------------

# to read the panel information data
p <- readr::read_tsv("data/panels.tsv", col_types = "iccc")

# to check that all panel identifiers match
dplyr::mutate(p, j = stringr::str_c(year, "_", id)) %>% 
  dplyr::inner_join(d, by = c("year", "j")) %>% 
  nrow(.) == nrow(d)
  
# -- OTHER FILES ---------------------------------------------------------------

# participant details
n <- readr::read_tsv("data/participants.tsv", col_types = "cccc")

# corrected names
n <- readr::read_tsv("data/participants_names.tsv", col_types = "ccc") # or "icc"

# missing genders
g <- readr::read_tsv("data/participants_genders.tsv", col_types = "cc")

# various fixes to panel participants
f <- readr::read_tsv("data/participants_fixes.tsv", col_types = "ccc")

# modified names for some panels
f <- readr::read_tsv("data/panels_fixes.tsv", col_types = "ccc")

LICENSE

The contents of this repository are released under a Creative Commons Attribution-NonCommercial-ShareAlike license.