Adding neighborhood labels
The neighborhood labels are so long and big they are obscuring our data. Take a look at manhat_hoods$NTAName. You'll see some neighborhoods are really the combination of a couple of places. One option to make the names a little more concise is to split them into a few lines. For example, turning
Midtown-Midtown South
into
Midtown /
Midtown
South
To do this, you can make use of the gsub() function in base R. gsub() replaces the first argument by the second argument in the strings provided in the third argument. For example, gsub("a", "A", x) replaces all the "a"s in x with "A".
You also might play with the size of the text to shrink the impact of the neighborhood names.
Deze oefening maakt deel uit van de cursus
Visualizing Geospatial Data in R
Oefeninstructies
- Create a new column
nameinmanhat_hoodsby usinggsub()to replace all the spaces (" ") with newlines ("\n") inmanhat_hoods$NTAName. - Update
nameinmanhat_hoodsby usinggsub()to replace all the dashes ("-") with a forward slash then newline ("/\n") inmanhat_hoods$name. - Edit your plot to map
textto"name"and set thesizeto 0.5.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
library(tmap)
# gsub() to replace " " with "\n"
# gsub() to replace "-" with "/\n"
# Edit to map text to name, set size to 0.5
tm_shape(nyc_tracts_merge) +
tm_fill(col = "estimate") +
tm_shape(water) +
tm_fill(col = "grey90") +
tm_shape(manhat_hoods) +
tm_borders() +
tm_text(text = "NTAName")