Download 14/replication_package/Replication/Code/ESLR_ESMap.R from chuxuan/REPRO-Bench: direct link, hf CLI and curl.
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2.03 kB
| ############################################################### | |
| #### El Salvador - Land Reform - Map of Cantons and Reform #### | |
| ############################################################### | |
| rm(list = ls()) # Clear variables | |
| require(foreign) | |
| require(ggplot2) | |
| require(rgdal) | |
| require(rgeos) | |
| require(RColorBrewer) # creates nice color schemes | |
| require(plyr) # join function | |
| require(dplyr) | |
| require(raster) # raster tools | |
| require(tidyr) | |
| require(readstata13) | |
| require(haven) | |
| require(exactextractr) # faster extract | |
| require(sf) # faster extract | |
| require(elevatr) # elevation data | |
| require(rdrobust) | |
| require(stringdist) | |
| ############## LOAD DATA ################ | |
| ## Read in Data: | |
| prop_data <- read.dta(file="./Data/prop_data.dta") %>% filter(reform==1, !is.na(CODIGO)) | |
| cantons <- st_read("./Data/cantons_wCodigos.shp") | |
| # Set aesthetics: | |
| aesthetics <- list(#guides(color=guide_colorbar(reverse=FALSE)), | |
| #guides(fill=FALSE), | |
| #guides(shape=FALSE), | |
| #guides(size=FALSE), | |
| theme_bw(), | |
| theme( | |
| text=element_text(family="Palatino"), | |
| #legend.title=element_blank(), | |
| #legend.justification=c(0,0), | |
| #legend.position= "right", #c(1,0), | |
| panel.border = element_blank(), | |
| panel.grid.minor=element_blank(), | |
| panel.grid.major=element_blank(), | |
| axis.title.x=element_blank(), | |
| axis.title.y=element_blank(), | |
| axis.text=element_blank(), | |
| axis.ticks=element_blank())) | |
| ####################################### | |
| ## MAP CANTONS THAT EXPERIENCED REFORM: | |
| ####################################### | |
| cantons$LR <- cantons$CODIGO %in% prop_data$CODIGO | |
| cantons$LR <- ifelse(is.na(cantons$CODIGO),FALSE,cantons$LR) | |
| cantons_simple <- st_simplify(cantons, dTolerance=0.001, preserveTopology = TRUE) | |
| ggplot() + geom_sf(data=cantons_simple, aes(fill=factor(LR)),size=0.1) + | |
| aesthetics + | |
| scale_fill_manual(name="Experienced \nLand Reform",values=c("#132B43","#56B1F7"), guide = guide_legend(reverse=TRUE), labels = c("No","Yes")) | |
| ggsave("./Output/ESLR_ReformCantons.pdf", height=7, width=7) | |