Created
October 12, 2015 15:33
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Receating the R package tigris example for Alaska. Single digit state codes and double digit county codes have no leading zeros and won't merge.
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library(tigris) | |
dfw <- tracts(state = '02', county = '020', detailed = FALSE) | |
library(acs) | |
library(leaflet) | |
api.key.install("API_KEY" ) | |
income_data <- acs.fetch(endyear = 2012, | |
geography = geo.make(state = "AK", | |
county = 020, | |
tract = "*"), | |
variable = "B19013_001") | |
#Resolve acs.fetch triming zeros. | |
#income_data@geography$state[nchar(income_data@geography$state) == 1] <- paste0(0, income_data@geography$state) | |
#income_data@geography$county[nchar(income_data@geography$county) == 2] <- paste0(0, income_data@geography$county) | |
income_df <- data.frame(paste0(as.character(income_data@geography$state), | |
as.character(income_data@geography$county), | |
income_data@geography$tract), | |
income_data@estimate) | |
colnames(income_df) <- c("GEOID", "hhincome") | |
dfw_merged <- geo_join(dfw, income_df, "GEOID", "GEOID") | |
pal <- colorQuantile("Greens", NULL, n = 6) | |
popup <- paste0("Median household income: ", as.character(dfw_merged$hhincome)) | |
leaflet() %>% | |
addProviderTiles("CartoDB.Positron") %>% | |
addPolygons(data = dfw_merged, | |
fillColor = ~pal(dfw_merged$hhincome), | |
fillOpacity = 0.7, | |
weight = 0.2, | |
popup = popup) %>% | |
addLegend(pal = pal, | |
values = dfw_merged$hhincome, | |
position = "bottomright", | |
title = "Income in ANC") | |
dfw@data$GEOID[1] | |
income_df$GEOID[1] #leading zeros for state and county are trimed in acs.fetch |
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