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Census Data Handler
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library(PL94171) | |
library(tigris) | |
library(rgdal) | |
library(dplyr) | |
# Simplifed Rename function | |
renameColums <- function(dat){ | |
a <- rename_with(dat, ~gsub(".x", "_2020", .x)) | |
a <- rename_with(a, ~gsub(".y", "_2010", .x)) | |
} | |
#2010 and 2020 Census Data | |
raw2010 <- pl_subset(pl_read(pl_url("MD", 2010)), sumlev="140") | |
data2010 <- pl_select_standard(raw2010) | |
vraw2020 <- pl_subset(pl_read(pl_url("MD", 2020)), sumlev="140") | |
data2020 <- pl_select_standard(raw2020) | |
va_merge <- merge(data2020, data2010, by="GEOID") | |
merge_final <- renameColums(merge) | |
merge_final <- mutate(merge_final, PopChange = pop_2020 - pop_2010) | |
write.csv(va_merge_final, "md.csv") | |
#Get Newest Census Tracts | |
tracts_2020 <- tracts("MD", year=2020, progress_bar=FALSE, class="sp") | |
writeOGR(va_tracts_2020, dsn = "md.shp", layer = "map", driver = "ESRI Shapefile" ) |
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