Created
May 22, 2017 19:13
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Not the most elegant, albeit still fairly "tidy" script to make Freedom House's "Freedom of the Press" data actually usable.
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library(tidyverse) | |
library(stringr) | |
# Freedom of the Press data --------- | |
# Oh god, Freedom House, why the sam hell do you do these things... | |
FP <- readxl::read_excel("~/Dropbox/data/freedom-house/FOTP1980-FOTP2017_Public-Data.xlsx", sheet=2) %>% | |
repair_names() | |
# Ugh, all right. Let's do this... | |
FP <- slice(FP, -1:-3) | |
colnames(FP) <- sapply(FP[1,], as.character) | |
colnames(FP) <- str_c(colnames(FP), seq(1,length(colnames(FP)))) | |
colnames(FP)[1] <- "country" | |
FP <- slice(FP, -1) | |
# I'm assuming you're interested in the "Total Score"... | |
FP %>% | |
select(country,contains("Total")) -> FP | |
# I'm still not the most fluent in sapply within tidyverse framework. Comments here welcome. | |
FP[,2:ncol(FP)] <- sapply(FP[,2:ncol(FP)], | |
function(x)ifelse(x == "-",NA, as.numeric(x))) | |
# Total Scores start for the 1993 coverage year (i.e. the 1994 report). | |
colnames(FP)[2:dim(FP)[2]] <- seq(1993,1993+dim(FP)[2]-2) | |
FP %>% | |
gather(year, fh, `1993`:`2016`) %>% | |
mutate(year = as.numeric(year)) -> FP |
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