CODEWITHSUNDEEP
rggplot2data-analysischoroplethusmap
bp41
bp41

Reputation: 155

R:How to display city level data on map and how to ZOOM it on one specific region of the map

I am using usmap and ggplot to plot population on a map. My data has two columns - population and zipcodes.

Question: How can I display data on city level using the same libraries or if you know of other libraries that can do the job.

Question: I am plotting California map and I want to zoom on LA county and nearby counties.

Below code gives me a nice California map and population as a color.

library(usmap)
library(ggplot2)

usmap::plot_usmap("counties", 
              include = ("CA") )

plot_usmap(data = data, values = "pop_2015", include = c("CA"), color = "grey") + 
theme(legend.position = "right")+scale_fill_gradient(trans = "log10")

Upvotes: 0

Views: 1221

Answers (1)

mpschramm
mpschramm

Reputation: 550

The tigris package makes downloading zip code tabulation areas fairly simple. You can download as a simple features dataframe so joining your data by zip code using dplyr functions is fairly easy. Here is a quick example:

library(tigris)
library(dplyr)
library(ggplot2)

df <- zctas(cb = TRUE,
            starts_with = c("778"), 
            class = "sf")

## generate some sample data that
## can be joined to the downloaded data
sample_data <- tibble(zips = df$ZCTA5CE10,
                      values = rnorm(n = df$ZCTA5CE10))


## left join the sample data to the downloaded data
df <- df %>%
  left_join(sample_data, 
            by = c("ZCTA5CE10" = "zips"))

## plot something
ggplot(df) +
  geom_sf(aes(fill = values))

sample plot

Upvotes: 1

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