owd <- setwd(tempdir())
fix_names <- function(name) {
# Convert to common names in English
name <- stringi::stri_trans_general(name, "Latin-ASCII")
new_name <- countrycode::countryname(name)
return(new_name)
}
download.file(
url = "https://doi.org/10.1371/journal.pcbi.1005697.s002",
destfile = "all_datasets.zip"
)
files <- unzip("all_datasets.zip", unzip = "internal")
library(fs)
files <- file_move(files, gsub("locations_", "", files, fixed = TRUE))
files <- file_move(files, getwd())
library(readxl)
locations <- c(
"work",
"school",
"home",
"all",
"other"
)
for (l in locations) {
res <- list()
file1 <- paste0("MUestimates_", l, "_1.xlsx")
file2 <- paste0("MUestimates_", l, "_2.xlsx")
countries1 <- excel_sheets(file1)
countries2 <- excel_sheets(file2)
for (c in countries1) {
df <- as.matrix(read_xlsx(
file1,
col_names = FALSE,
sheet = c,
skip = 1,
.name_repair = "minimal"
))
rownames(df) <- colnames(df) <- sprintf("%02i_%02i", seq(0, 75, 5), seq(5, 80, 5))
c <- fix_names(c)
res[[c]] <- df
}
for (c in countries2) {
df <- as.matrix(read_xlsx(
file2,
col_names = FALSE,
sheet = c,
.name_repair = "minimal"
))
rownames(df) <- colnames(df) <- sprintf("%02i_%02i", seq(0, 75, 5), seq(5, 80, 5))
c <- fix_names(c)
res[[c]] <- df
}
saveRDS(res, paste0(owd, "/inst/extdata/contact_2017_", l, "_all.rds"))
}
setwd(owd)
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