Created
April 11, 2018 03:54
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convert wide-form Freedom House Good Governance data to long-form
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# convert wide-form Freedom House Good Governance data to long-form | |
# Read the data | |
wide <- read.csv("freedom_house_good_governance.csv") | |
# Get the columns corresponding to each wide-form variable that will be converted to long form. | |
PRvars <- names(wide)[(1:40)*3-1] | |
CLvars <- names(wide)[(1:40)*3] | |
Statusvars <- names(wide)[(1:40)*3+1] | |
# Get the times associated with the wide-form variables | |
Years <- substr(PRvars,2,5) | |
# Reshape to long form | |
long <- reshape(wide,direction="long",varying=list(PRvars,CLvars,Statusvars),idvar="Country",timevar="Year",v.names=c("PR","CL","Status"),times=Years) | |
# Save the long-form data as a .csv file | |
write.csv(long,file="freedom_house_good_governance_long.csv",row.names=FALSE,quote=FALSE) |
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